diff --git a/Manifest.toml b/Manifest.toml
index 273cd0f..f2b30dc 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -1,8 +1,8 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.11.1"
 manifest_format = "2.0"
-project_hash = "f015a475722a2058513531430f587bf21b1101c6"
+project_hash = "eb7d8bd39a0ac8b8cabde53f6f8f6ec813447098"
 
 [[deps.ANSIColoredPrinters]]
 git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c"
@@ -30,9 +30,9 @@ version = "0.4.5"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
+git-tree-sha1 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.7.2"
+version = "4.1.1"
 
     [deps.Adapt.extensions]
     AdaptStaticArraysExt = "StaticArrays"
@@ -41,26 +41,30 @@ version = "3.7.2"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.AliasTables]]
-deps = ["Random"]
-git-tree-sha1 = "07591db28451b3e45f4c0088a2d5e986ae5aa92d"
+deps = ["PtrArrays", "Random"]
+git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff"
 uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8"
-version = "1.1.1"
+version = "1.1.3"
 
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.ArrayInterface]]
-deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "16267cf279190ca7c1b30d020758ced95db89cd0"
+deps = ["Adapt", "LinearAlgebra"]
+git-tree-sha1 = "3640d077b6dafd64ceb8fd5c1ec76f7ca53bcf76"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.5.1"
+version = "7.16.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
+    ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceReverseDiffExt = "ReverseDiff"
+    ArrayInterfaceSparseArraysExt = "SparseArrays"
     ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
     ArrayInterfaceTrackerExt = "Tracker"
 
@@ -68,21 +72,21 @@ version = "7.5.1"
     BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
     BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+    CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e"
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+version = "1.11.0"
 
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
-
-[[deps.Calculus]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad"
-uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
-version = "0.5.1"
+version = "1.11.0"
 
 [[deps.CategoricalArrays]]
 deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
@@ -104,21 +108,21 @@ version = "0.10.8"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
+git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.4"
+version = "0.7.6"
 
 [[deps.CommonSubexpressions]]
-deps = ["MacroTools", "Test"]
-git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7"
+deps = ["MacroTools"]
+git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5"
 uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
-version = "0.3.0"
+version = "0.3.1"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "c955881e3c981181362ae4088b35995446298b80"
+git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.14.0"
+version = "4.16.0"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -127,27 +131,28 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.0.5+0"
+version = "1.1.1+0"
 
 [[deps.ConstructionBase]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "260fd2400ed2dab602a7c15cf10c1933c59930a2"
+git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.5"
+version = "1.5.8"
 
     [deps.ConstructionBase.extensions]
     ConstructionBaseIntervalSetsExt = "IntervalSets"
+    ConstructionBaseLinearAlgebraExt = "LinearAlgebra"
     ConstructionBaseStaticArraysExt = "StaticArrays"
 
     [deps.ConstructionBase.weakdeps]
     IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.DSP]]
 deps = ["Compat", "FFTW", "IterTools", "LinearAlgebra", "Polynomials", "Random", "Reexport", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "f7f4319567fe769debfcf7f8c03d8da1dd4e2fb0"
+git-tree-sha1 = "0df00546373af8eee1598fb4b2ba480b1ebe895c"
 uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2"
-version = "0.7.9"
+version = "0.7.10"
 
 [[deps.DataAPI]]
 git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
@@ -168,6 +173,7 @@ version = "1.0.0"
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
+version = "1.11.0"
 
 [[deps.DiffResults]]
 deps = ["StaticArraysCore"]
@@ -184,12 +190,13 @@ version = "1.15.1"
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "22c595ca4146c07b16bcf9c8bea86f731f7109d2"
+git-tree-sha1 = "d7477ecdafb813ddee2ae727afa94e9dcb5f3fb0"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.108"
+version = "0.25.112"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -209,21 +216,15 @@ version = "0.9.3"
 
 [[deps.Documenter]]
 deps = ["ANSIColoredPrinters", "AbstractTrees", "Base64", "CodecZlib", "Dates", "DocStringExtensions", "Downloads", "Git", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "MarkdownAST", "Pkg", "PrecompileTools", "REPL", "RegistryInstances", "SHA", "TOML", "Test", "Unicode"]
-git-tree-sha1 = "5461b2a67beb9089980e2f8f25145186b6d34f91"
+git-tree-sha1 = "5a1ee886566f2fa9318df1273d8b778b9d42712d"
 uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
-version = "1.4.1"
+version = "1.7.0"
 
 [[deps.Downloads]]
 deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 version = "1.6.0"
 
-[[deps.DualNumbers]]
-deps = ["Calculus", "NaNMath", "SpecialFunctions"]
-git-tree-sha1 = "5837a837389fccf076445fce071c8ddaea35a566"
-uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
-version = "0.6.8"
-
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
 git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
@@ -238,18 +239,19 @@ version = "1.8.0"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
+git-tree-sha1 = "4d81ed14783ec49ce9f2e168208a12ce1815aa25"
 uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
-version = "3.3.10+0"
+version = "3.3.10+1"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
+version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "57f08d5665e76397e96b168f9acc12ab17c84a68"
+git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.10.2"
+version = "1.13.0"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -258,19 +260,21 @@ weakdeps = ["PDMats", "SparseArrays", "Statistics"]
     FillArraysStatisticsExt = "Statistics"
 
 [[deps.FiniteDiff]]
-deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"]
-git-tree-sha1 = "73d1214fec245096717847c62d389a5d2ac86504"
+deps = ["ArrayInterface", "LinearAlgebra", "Setfield"]
+git-tree-sha1 = "b10bdafd1647f57ace3885143936749d61638c3b"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.22.0"
+version = "2.26.0"
 
     [deps.FiniteDiff.extensions]
     FiniteDiffBandedMatricesExt = "BandedMatrices"
     FiniteDiffBlockBandedMatricesExt = "BlockBandedMatrices"
+    FiniteDiffSparseArraysExt = "SparseArrays"
     FiniteDiffStaticArraysExt = "StaticArrays"
 
     [deps.FiniteDiff.weakdeps]
     BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
     BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.ForwardDiff]]
@@ -288,6 +292,7 @@ version = "0.10.36"
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
+version = "1.11.0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
@@ -303,31 +308,32 @@ version = "1.3.1"
 
 [[deps.Git_jll]]
 deps = ["Artifacts", "Expat_jll", "JLLWrappers", "LibCURL_jll", "Libdl", "Libiconv_jll", "OpenSSL_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "d18fb8a1f3609361ebda9bf029b60fd0f120c809"
+git-tree-sha1 = "ea372033d09e4552a04fd38361cd019f9003f4f4"
 uuid = "f8c6e375-362e-5223-8a59-34ff63f689eb"
-version = "2.44.0+2"
+version = "2.46.2+0"
 
 [[deps.HypergeometricFunctions]]
-deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "f218fe3736ddf977e0e772bc9a586b2383da2685"
+deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
+git-tree-sha1 = "7c4195be1649ae622304031ed46a2f4df989f1eb"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.23"
+version = "0.3.24"
 
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
-git-tree-sha1 = "8b72179abc660bfab5e28472e019392b97d0985c"
+git-tree-sha1 = "b6d6bfdd7ce25b0f9b2f6b3dd56b2673a66c8770"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "be50fe8df3acbffa0274a744f1a99d29c45a57f4"
+deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "10bd689145d2c3b2a9844005d01087cc1194e79e"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2024.1.0+0"
+version = "2024.2.1+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
+version = "1.11.0"
 
 [[deps.InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
@@ -340,9 +346,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "fa6287a4469f5e048d763df38279ee729fbd44e5"
+git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.4.0"
+version = "1.10.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -351,9 +357,9 @@ version = "1.0.0"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
+git-tree-sha1 = "be3dc50a92e5a386872a493a10050136d4703f9b"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.5.0"
+version = "1.6.1"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -363,9 +369,9 @@ version = "0.21.4"
 
 [[deps.Lasso]]
 deps = ["DSP", "Distributions", "GLM", "LinearAlgebra", "MLBase", "Random", "Reexport", "SparseArrays", "StatsBase", "StatsModels"]
-git-tree-sha1 = "0d608ce77375f0400716e21173531a5184a189db"
+git-tree-sha1 = "b7643a265011802992d29707841064b5120f2403"
 uuid = "b4fcebef-c861-5a0f-a7e2-ba9dc32b180a"
-version = "0.7.1"
+version = "0.7.2"
 
 [[deps.LazilyInitializedFields]]
 git-tree-sha1 = "8f7f3cabab0fd1800699663533b6d5cb3fc0e612"
@@ -375,50 +381,59 @@ version = "1.2.2"
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+version = "1.11.0"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+version = "0.6.4"
 
 [[deps.LibCURL_jll]]
 deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "7.84.0+0"
+version = "8.6.0+0"
 
 [[deps.LibGit2]]
-deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
+deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
+version = "1.11.0"
+
+[[deps.LibGit2_jll]]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
+version = "1.7.2+0"
 
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+version = "1.11.0"
 
 [[deps.Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "f9557a255370125b405568f9767d6d195822a175"
+git-tree-sha1 = "61dfdba58e585066d8bce214c5a51eaa0539f269"
 uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.17.0+0"
+version = "1.17.0+1"
 
 [[deps.LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
-git-tree-sha1 = "7bbea35cec17305fc70a0e5b4641477dc0789d9d"
+git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1"
 uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.2.0"
+version = "7.3.0"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+version = "1.11.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "18144f3e9cbe9b15b070288eef858f71b291ce37"
+git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.27"
+version = "0.3.28"
 
     [deps.LogExpFunctions.extensions]
     LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -432,12 +447,13 @@ version = "0.3.27"
 
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
+version = "1.11.0"
 
 [[deps.MKL_jll]]
 deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "oneTBB_jll"]
-git-tree-sha1 = "80b2833b56d466b3858d565adcd16a4a05f2089b"
+git-tree-sha1 = "f046ccd0c6db2832a9f639e2c669c6fe867e5f4f"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2024.1.0+0"
+version = "2024.2.0+0"
 
 [[deps.MLBase]]
 deps = ["IterTools", "Random", "Reexport", "StatsBase"]
@@ -454,6 +470,7 @@ version = "0.5.13"
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
+version = "1.11.0"
 
 [[deps.MarkdownAST]]
 deps = ["AbstractTrees", "Markdown"]
@@ -464,7 +481,7 @@ version = "0.1.2"
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.2+0"
+version = "2.28.6+0"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
@@ -474,10 +491,11 @@ version = "1.2.0"
 
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
+version = "1.11.0"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2022.10.11"
+version = "2023.12.12"
 
 [[deps.NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
@@ -498,18 +516,18 @@ version = "1.2.0"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.21+4"
+version = "0.3.27+1"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+0"
+version = "0.8.1+2"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "3da7367955dcc5c54c1ba4d402ccdc09a1a3e046"
+git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.13+1"
+version = "3.0.15+1"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -537,7 +555,7 @@ version = "1.6.3"
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.42.0+0"
+version = "10.42.0+1"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
@@ -558,15 +576,19 @@ uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.8.1"
 
 [[deps.Pkg]]
-deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
+deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.9.2"
+version = "1.11.0"
+weakdeps = ["REPL"]
+
+    [deps.Pkg.extensions]
+    REPLExt = "REPL"
 
 [[deps.Polynomials]]
-deps = ["LinearAlgebra", "RecipesBase", "Setfield", "SparseArrays"]
-git-tree-sha1 = "89620a0b5458dca4bf9ea96174fa6422b3adf6f9"
+deps = ["LinearAlgebra", "RecipesBase", "Requires", "Setfield", "SparseArrays"]
+git-tree-sha1 = "1a9cfb2dc2c2f1bd63f1906d72af39a79b49b736"
 uuid = "f27b6e38-b328-58d1-80ce-0feddd5e7a45"
-version = "4.0.8"
+version = "4.0.11"
 
     [deps.Polynomials.extensions]
     PolynomialsChainRulesCoreExt = "ChainRulesCore"
@@ -601,20 +623,34 @@ version = "1.4.3"
 [[deps.Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
+version = "1.11.0"
+
+[[deps.PtrArrays]]
+git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
+uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
+version = "1.2.1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "9b23c31e76e333e6fb4c1595ae6afa74966a729e"
+git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.9.4"
+version = "2.11.1"
+
+    [deps.QuadGK.extensions]
+    QuadGKEnzymeExt = "Enzyme"
+
+    [deps.QuadGK.weakdeps]
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
+deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
+version = "1.11.0"
 
 [[deps.Random]]
-deps = ["SHA", "Serialization"]
+deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+version = "1.11.0"
 
 [[deps.RecipesBase]]
 deps = ["PrecompileTools"]
@@ -641,15 +677,15 @@ version = "1.3.0"
 
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "f65dcb5fa46aee0cf9ed6274ccbd597adc49aa7b"
+git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.7.1"
+version = "0.8.0"
 
 [[deps.Rmath_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "6ed52fdd3382cf21947b15e8870ac0ddbff736da"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.4.0+0"
+version = "0.5.1+0"
 
 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
@@ -657,6 +693,7 @@ version = "0.7.0"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
+version = "1.11.0"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
@@ -671,6 +708,7 @@ version = "2.0.0"
 
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
+version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
@@ -681,12 +719,13 @@ version = "1.2.1"
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+version = "1.11.0"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
+git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.3.1"
+version = "2.4.0"
 
     [deps.SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -695,14 +734,19 @@ version = "2.3.1"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 
 [[deps.StaticArraysCore]]
-git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
+git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
 uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.2"
+version = "1.4.3"
 
 [[deps.Statistics]]
-deps = ["LinearAlgebra", "SparseArrays"]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-version = "1.9.0"
+version = "1.11.1"
+weakdeps = ["SparseArrays"]
+
+    [deps.Statistics.extensions]
+    SparseArraysExt = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
@@ -718,9 +762,9 @@ version = "0.34.3"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "cef0472124fab0695b58ca35a77c6fb942fdab8a"
+git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.1"
+version = "1.3.2"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -732,18 +776,22 @@ version = "1.3.1"
 
 [[deps.StatsModels]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "5cf6c4583533ee38639f73b880f35fc85f2941e0"
+git-tree-sha1 = "9022bcaa2fc1d484f1326eaa4db8db543ca8c66d"
 uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
-version = "0.7.3"
+version = "0.7.4"
+
+[[deps.StyledStrings]]
+uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
+version = "1.11.0"
 
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 
 [[deps.SuiteSparse_jll]]
-deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
+deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "5.10.1+6"
+version = "7.7.0+0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -757,10 +805,10 @@ uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
 version = "1.0.1"
 
 [[deps.Tables]]
-deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
+git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.1"
+version = "1.12.0"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -770,19 +818,17 @@ version = "1.10.0"
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+version = "1.11.0"
 
 [[deps.TranscodingStreams]]
-git-tree-sha1 = "71509f04d045ec714c4748c785a59045c3736349"
+git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.10.7"
-weakdeps = ["Random", "Test"]
-
-    [deps.TranscodingStreams.extensions]
-    TestExt = ["Test", "Random"]
+version = "0.11.3"
 
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+version = "1.11.0"
 
 [[deps.UnPack]]
 git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
@@ -791,21 +837,22 @@ version = "1.0.2"
 
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+version = "1.11.0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+0"
+version = "1.2.13+1"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.8.0+0"
+version = "5.11.0+0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.59.0+0"
 
 [[deps.oneTBB_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -816,4 +863,4 @@ version = "2021.12.0+0"
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+0"
+version = "17.4.0+2"
diff --git a/Project.toml b/Project.toml
index 9c1988c..1e6be84 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "HighDimMixedModels"
 uuid = "5d0d0550-ba84-42d6-a33e-4f9cf65119aa"
 authors = ["Evan Gorstein"]
-version = "0.1.0"
+version = "0.2.0"
 
 [deps]
 CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
diff --git a/docs/Manifest.toml b/docs/Manifest.toml
index 91343a3..5e1de9d 100644
--- a/docs/Manifest.toml
+++ b/docs/Manifest.toml
@@ -10,12 +10,15 @@ deps = ["LinearAlgebra"]
 git-tree-sha1 = "d92ad398961a3ed262d8bf04a1a2b8340f915fef"
 uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
 version = "1.5.0"
-weakdeps = ["ChainRulesCore", "Test"]
 
     [AbstractFFTs.extensions]
     AbstractFFTsChainRulesCoreExt = "ChainRulesCore"
     AbstractFFTsTestExt = "Test"
 
+    [AbstractFFTs.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
 [[AbstractTrees]]
 git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
@@ -26,11 +29,13 @@ deps = ["LinearAlgebra", "Requires"]
 git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
 version = "3.7.2"
-weakdeps = ["StaticArrays"]
 
     [Adapt.extensions]
     AdaptStaticArraysExt = "StaticArrays"
 
+    [Adapt.weakdeps]
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+
 [[AliasTables]]
 deps = ["PtrArrays", "Random"]
 git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff"
@@ -116,33 +121,6 @@ version = "0.10.8"
     SentinelArrays = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
     StructTypes = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
 
-[[ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "3e4b134270b372f2ed4d4d0e936aabaefc1802bc"
-uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.25.0"
-weakdeps = ["SparseArrays"]
-
-    [ChainRulesCore.extensions]
-    ChainRulesCoreSparseArraysExt = "SparseArrays"
-
-[[ChangesOfVariables]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "799b25ca3a8a24936ae7b5c52ad194685fc3e6ef"
-uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
-version = "0.1.9"
-weakdeps = ["InverseFunctions", "Test"]
-
-    [ChangesOfVariables.extensions]
-    ChangesOfVariablesInverseFunctionsExt = "InverseFunctions"
-    ChangesOfVariablesTestExt = "Test"
-
-[[CodecBzip2]]
-deps = ["Bzip2_jll", "TranscodingStreams"]
-git-tree-sha1 = "e7c529cc31bb85b97631b922fa2e6baf246f5905"
-uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
-version = "0.8.4"
-
 [[CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
 git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
@@ -269,12 +247,6 @@ git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae"
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 version = "1.9.1"
 
-[[DensityInterface]]
-deps = ["InverseFunctions", "Test"]
-git-tree-sha1 = "80c3e8639e3353e5d2912fb3a1916b8455e2494b"
-uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
-version = "0.4.0"
-
 [[DiffResults]]
 deps = ["StaticArraysCore"]
 git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621"
@@ -296,13 +268,17 @@ deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadG
 git-tree-sha1 = "d7477ecdafb813ddee2ae727afa94e9dcb5f3fb0"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
 version = "0.25.112"
-weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
     DistributionsTestExt = "Test"
 
+    [Distributions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
+    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
 [[DocStringExtensions]]
 deps = ["LibGit2"]
 git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
@@ -426,11 +402,13 @@ deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "Lo
 git-tree-sha1 = "cf0fe81336da9fb90944683b8c41984b08793dad"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
 version = "0.10.36"
-weakdeps = ["StaticArrays"]
 
     [ForwardDiff.extensions]
     ForwardDiffStaticArraysExt = "StaticArrays"
 
+    [ForwardDiff.weakdeps]
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+
 [[FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
 git-tree-sha1 = "5c1d8ae0efc6c2e7b1fc502cbe25def8f661b7bc"
@@ -522,7 +500,7 @@ version = "8.3.1+0"
 deps = ["CategoricalArrays", "Documenter", "InvertedIndices", "Lasso", "LinearAlgebra", "MLBase", "Optim", "Parameters", "Random", "Statistics", "StatsAPI", "StatsBase", "StatsModels"]
 path = ".."
 uuid = "5d0d0550-ba84-42d6-a33e-4f9cf65119aa"
-version = "0.1.1"
+version = "0.1.0"
 
 [[HypergeometricFunctions]]
 deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
@@ -559,16 +537,6 @@ version = "2024.2.1+0"
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
-[[InverseFunctions]]
-git-tree-sha1 = "a779299d77cd080bf77b97535acecd73e1c5e5cb"
-uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.17"
-weakdeps = ["Dates", "Test"]
-
-    [InverseFunctions.extensions]
-    InverseFunctionsDatesExt = "Dates"
-    InverseFunctionsTestExt = "Test"
-
 [[InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
@@ -758,13 +726,17 @@ deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
 git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
 version = "0.3.28"
-weakdeps = ["ChainRulesCore", "ChangesOfVariables", "InverseFunctions"]
 
     [LogExpFunctions.extensions]
     LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
     LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables"
     LogExpFunctionsInverseFunctionsExt = "InverseFunctions"
 
+    [LogExpFunctions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
+    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
+
 [[Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
@@ -802,12 +774,6 @@ git-tree-sha1 = "465a70f0fc7d443a00dcdc3267a497397b8a3899"
 uuid = "d0879d2d-cac2-40c8-9cee-1863dc0c7391"
 version = "0.1.2"
 
-[[MathOptInterface]]
-deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "5b246fca5420ae176d65ed43a2d0ee5897775216"
-uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.31.2"
-
 [[MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
 git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
@@ -837,12 +803,6 @@ uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
 version = "2022.10.11"
 
-[[MutableArithmetics]]
-deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "7768a4e5f2b372777a90c1758809333081a096a8"
-uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.5.1"
-
 [[NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
 git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c"
@@ -898,11 +858,13 @@ deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra",
 git-tree-sha1 = "d9b79c4eed437421ac4285148fcadf42e0700e89"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
 version = "1.9.4"
-weakdeps = ["MathOptInterface"]
 
     [Optim.extensions]
     OptimMOIExt = "MathOptInterface"
 
+    [Optim.weakdeps]
+    MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
+
 [[Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
 git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
@@ -1184,21 +1146,12 @@ deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_j
 git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
 version = "2.4.0"
-weakdeps = ["ChainRulesCore"]
 
     [SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
 
-[[StaticArrays]]
-deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
-git-tree-sha1 = "eeafab08ae20c62c44c8399ccb9354a04b80db50"
-uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.9.7"
-weakdeps = ["ChainRulesCore", "Statistics"]
-
-    [StaticArrays.extensions]
-    StaticArraysChainRulesCoreExt = "ChainRulesCore"
-    StaticArraysStatisticsExt = "Statistics"
+    [SpecialFunctions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 
 [[StaticArraysCore]]
 git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
@@ -1227,12 +1180,15 @@ deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Re
 git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 version = "1.3.2"
-weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
     [StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
     StatsFunsInverseFunctionsExt = "InverseFunctions"
 
+    [StatsFuns.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
+
 [[StatsModels]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
 git-tree-sha1 = "9022bcaa2fc1d484f1326eaa4db8db543ca8c66d"
@@ -1319,12 +1275,15 @@ deps = ["Dates", "LinearAlgebra", "Random"]
 git-tree-sha1 = "d95fe458f26209c66a187b1114df96fd70839efd"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
 version = "1.21.0"
-weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [Unitful.extensions]
     ConstructionBaseUnitfulExt = "ConstructionBase"
     InverseFunctionsUnitfulExt = "InverseFunctions"
 
+    [Unitful.weakdeps]
+    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
+    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
+
 [[UnitfulLatexify]]
 deps = ["LaTeXStrings", "Latexify", "Unitful"]
 git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8"
diff --git a/docs/src/man/example.md b/docs/src/man/example.md
index e960994..ba18538 100644
--- a/docs/src/man/example.md
+++ b/docs/src/man/example.md
@@ -110,7 +110,7 @@ using LinearAlgebra
 gr = string.( vcat( [fill(i, n) for i in 1:g]... ) )
 
 # Generate random effects
-ψ = Diagonal(1:4) #random effects covariances
+ψ = Diagonal(1:4) #random effects variances
 dist_b = MvNormal(zeros(q), ψ) 
 b = rand(dist_b, g)
 
diff --git a/src/HighDimMixedModels.jl b/src/HighDimMixedModels.jl
index c8ead94..d497e07 100644
--- a/src/HighDimMixedModels.jl
+++ b/src/HighDimMixedModels.jl
@@ -349,14 +349,18 @@ function hdmm(
         fct_iter = get_cost(neglike_iter, βiter[(q+1):end], penalty, λwtd[(q+1):end], scada)
         control.trace && println("After $counter cycles, objective is: $fct_iter")
 
-        #Check convergence
+        # Check convergence
         convβ = norm(βiter - βold) / (1 + norm(βiter))
         conv_varp = norm(varp_iter - varp_old) / (1 + norm(varp_iter))
-        conv_fct = abs(fct_iter - fct_old) / (1 + abs(fct_iter))
+        if penalty == "scad"
+            conv_fct = 0  # Do not check function convergence for SCAD
+        else
+            conv_fct = abs(fct_iter - fct_old) / (1 + abs(fct_iter))
+        end
 
-        #If convergence criterion satisfied, then next iteration, update all fixed effects
-        #If parameters still doesn't change after that, then the while condition won't get satisfied 
-        #because do_all will be true
+        # If convergence criterion satisfied, then next iteration, update all fixed effects
+        # If parameters still don't change after that, then the while condition won't get satisfied 
+        # because do_all will be true
         if max(convβ, conv_varp, conv_fct) <= control.tol
             counter_in = 0
         end
diff --git a/test/Manifest.toml b/test/Manifest.toml
index 381d2fa..ea2a0aa 100644
--- a/test/Manifest.toml
+++ b/test/Manifest.toml
@@ -1,6 +1,6 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.11.1"
 manifest_format = "2.0"
 project_hash = "019de6b96e9293eaa6835f00e4d1a3fef1988d1c"
 
@@ -20,9 +20,9 @@ version = "1.5.0"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
+git-tree-sha1 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.7.2"
+version = "4.1.1"
 
     [deps.Adapt.extensions]
     AdaptStaticArraysExt = "StaticArrays"
@@ -30,21 +30,31 @@ version = "3.7.2"
     [deps.Adapt.weakdeps]
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
+[[deps.AliasTables]]
+deps = ["PtrArrays", "Random"]
+git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff"
+uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8"
+version = "1.1.3"
+
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.ArrayInterface]]
-deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "16267cf279190ca7c1b30d020758ced95db89cd0"
+deps = ["Adapt", "LinearAlgebra"]
+git-tree-sha1 = "3640d077b6dafd64ceb8fd5c1ec76f7ca53bcf76"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.5.1"
+version = "7.16.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
+    ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceReverseDiffExt = "ReverseDiff"
+    ArrayInterfaceSparseArraysExt = "SparseArrays"
     ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
     ArrayInterfaceTrackerExt = "Tracker"
 
@@ -52,21 +62,21 @@ version = "7.5.1"
     BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
     BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+    CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e"
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+version = "1.11.0"
 
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
-
-[[deps.Calculus]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad"
-uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
-version = "0.5.1"
+version = "1.11.0"
 
 [[deps.CategoricalArrays]]
 deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
@@ -88,21 +98,21 @@ version = "0.10.8"
 
 [[deps.CodeTracking]]
 deps = ["InteractiveUtils", "UUIDs"]
-git-tree-sha1 = "c0216e792f518b39b22212127d4a84dc31e4e386"
+git-tree-sha1 = "7eee164f122511d3e4e1ebadb7956939ea7e1c77"
 uuid = "da1fd8a2-8d9e-5ec2-8556-3022fb5608a2"
-version = "1.3.5"
+version = "1.3.6"
 
 [[deps.CommonSubexpressions]]
-deps = ["MacroTools", "Test"]
-git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7"
+deps = ["MacroTools"]
+git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5"
 uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
-version = "0.3.0"
+version = "0.3.1"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "75bd5b6fc5089df449b5d35fa501c846c9b6549b"
+git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.12.0"
+version = "4.16.0"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -111,26 +121,27 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.0.5+0"
+version = "1.1.1+0"
 
 [[deps.Conda]]
 deps = ["Downloads", "JSON", "VersionParsing"]
-git-tree-sha1 = "51cab8e982c5b598eea9c8ceaced4b58d9dd37c9"
+git-tree-sha1 = "b19db3927f0db4151cb86d073689f2428e524576"
 uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d"
-version = "1.10.0"
+version = "1.10.2"
 
 [[deps.ConstructionBase]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "c53fc348ca4d40d7b371e71fd52251839080cbc9"
+git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.4"
+version = "1.5.8"
 
     [deps.ConstructionBase.extensions]
     ConstructionBaseIntervalSetsExt = "IntervalSets"
+    ConstructionBaseLinearAlgebraExt = "LinearAlgebra"
     ConstructionBaseStaticArraysExt = "StaticArrays"
 
     [deps.ConstructionBase.weakdeps]
     IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.Crayons]]
@@ -140,26 +151,26 @@ version = "4.1.1"
 
 [[deps.DSP]]
 deps = ["Compat", "FFTW", "IterTools", "LinearAlgebra", "Polynomials", "Random", "Reexport", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "f7f4319567fe769debfcf7f8c03d8da1dd4e2fb0"
+git-tree-sha1 = "0df00546373af8eee1598fb4b2ba480b1ebe895c"
 uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2"
-version = "0.7.9"
+version = "0.7.10"
 
 [[deps.DataAPI]]
-git-tree-sha1 = "8da84edb865b0b5b0100c0666a9bc9a0b71c553c"
+git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.15.0"
+version = "1.16.0"
 
 [[deps.DataFrames]]
-deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
-git-tree-sha1 = "04c738083f29f86e62c8afc341f0967d8717bdb8"
+deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
+git-tree-sha1 = "fb61b4812c49343d7ef0b533ba982c46021938a6"
 uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-version = "1.6.1"
+version = "1.7.0"
 
 [[deps.DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "ac67408d9ddf207de5cfa9a97e114352430f01ed"
+git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.16"
+version = "0.18.20"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -169,6 +180,7 @@ version = "1.0.0"
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
+version = "1.11.0"
 
 [[deps.DiffResults]]
 deps = ["StaticArraysCore"]
@@ -185,12 +197,13 @@ version = "1.15.1"
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+version = "1.11.0"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "7c302d7a5fec5214eb8a5a4c466dcf7a51fcf169"
+deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "d7477ecdafb813ddee2ae727afa94e9dcb5f3fb0"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.107"
+version = "0.25.112"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -213,32 +226,27 @@ deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 version = "1.6.0"
 
-[[deps.DualNumbers]]
-deps = ["Calculus", "NaNMath", "SpecialFunctions"]
-git-tree-sha1 = "5837a837389fccf076445fce071c8ddaea35a566"
-uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
-version = "0.6.8"
-
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
+git-tree-sha1 = "4820348781ae578893311153d69049a93d05f39d"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.2"
+version = "1.8.0"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
+git-tree-sha1 = "4d81ed14783ec49ce9f2e168208a12ce1815aa25"
 uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
-version = "3.3.10+0"
+version = "3.3.10+1"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
+version = "1.11.0"
 
 [[deps.FillArrays]]
-deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.9.3"
+version = "1.13.0"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -247,19 +255,21 @@ weakdeps = ["PDMats", "SparseArrays", "Statistics"]
     FillArraysStatisticsExt = "Statistics"
 
 [[deps.FiniteDiff]]
-deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"]
-git-tree-sha1 = "73d1214fec245096717847c62d389a5d2ac86504"
+deps = ["ArrayInterface", "LinearAlgebra", "Setfield"]
+git-tree-sha1 = "b10bdafd1647f57ace3885143936749d61638c3b"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.22.0"
+version = "2.26.0"
 
     [deps.FiniteDiff.extensions]
     FiniteDiffBandedMatricesExt = "BandedMatrices"
     FiniteDiffBlockBandedMatricesExt = "BlockBandedMatrices"
+    FiniteDiffSparseArraysExt = "SparseArrays"
     FiniteDiffStaticArraysExt = "StaticArrays"
 
     [deps.FiniteDiff.weakdeps]
     BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
     BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.ForwardDiff]]
@@ -277,6 +287,7 @@ version = "0.10.36"
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
+version = "1.11.0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
@@ -285,26 +296,34 @@ uuid = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
 version = "1.9.0"
 
 [[deps.HypergeometricFunctions]]
-deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "f218fe3736ddf977e0e772bc9a586b2383da2685"
+deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
+git-tree-sha1 = "7c4195be1649ae622304031ed46a2f4df989f1eb"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.23"
+version = "0.3.24"
 
 [[deps.InlineStrings]]
-deps = ["Parsers"]
-git-tree-sha1 = "9cc2baf75c6d09f9da536ddf58eb2f29dedaf461"
+git-tree-sha1 = "45521d31238e87ee9f9732561bfee12d4eebd52d"
 uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
-version = "1.4.0"
+version = "1.4.2"
+
+    [deps.InlineStrings.extensions]
+    ArrowTypesExt = "ArrowTypes"
+    ParsersExt = "Parsers"
+
+    [deps.InlineStrings.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
+    Parsers = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
+deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "10bd689145d2c3b2a9844005d01087cc1194e79e"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2024.0.2+0"
+version = "2024.2.1+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
+version = "1.11.0"
 
 [[deps.InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
@@ -317,9 +336,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "fa6287a4469f5e048d763df38279ee729fbd44e5"
+git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.4.0"
+version = "1.10.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -328,9 +347,9 @@ version = "1.0.0"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
+git-tree-sha1 = "be3dc50a92e5a386872a493a10050136d4703f9b"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.5.0"
+version = "1.6.1"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -340,62 +359,71 @@ version = "0.21.4"
 
 [[deps.JuliaInterpreter]]
 deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
-git-tree-sha1 = "04663b9e1eb0d0eabf76a6d0752e0dac83d53b36"
+git-tree-sha1 = "2984284a8abcfcc4784d95a9e2ea4e352dd8ede7"
 uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
-version = "0.9.28"
+version = "0.9.36"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
+git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.1"
+version = "1.4.0"
 
 [[deps.Lasso]]
 deps = ["DSP", "Distributions", "GLM", "LinearAlgebra", "MLBase", "Random", "Reexport", "SparseArrays", "StatsBase", "StatsModels"]
-git-tree-sha1 = "0d608ce77375f0400716e21173531a5184a189db"
+git-tree-sha1 = "b7643a265011802992d29707841064b5120f2403"
 uuid = "b4fcebef-c861-5a0f-a7e2-ba9dc32b180a"
-version = "0.7.1"
+version = "0.7.2"
 
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+version = "1.11.0"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+version = "0.6.4"
 
 [[deps.LibCURL_jll]]
 deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "7.84.0+0"
+version = "8.6.0+0"
 
 [[deps.LibGit2]]
-deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
+deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
+version = "1.11.0"
+
+[[deps.LibGit2_jll]]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
+version = "1.7.2+0"
 
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+version = "1.11.0"
 
 [[deps.LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
-git-tree-sha1 = "7bbea35cec17305fc70a0e5b4641477dc0789d9d"
+git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1"
 uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.2.0"
+version = "7.3.0"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+version = "1.11.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "7d6dd4e9212aebaeed356de34ccf262a3cd415aa"
+git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.26"
+version = "0.3.28"
 
     [deps.LogExpFunctions.extensions]
     LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -409,18 +437,19 @@ version = "0.3.26"
 
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
+version = "1.11.0"
 
 [[deps.LoweredCodeUtils]]
 deps = ["JuliaInterpreter"]
-git-tree-sha1 = "38756922d32476c8f41f73560b910fc805a5a103"
+git-tree-sha1 = "260dc274c1bc2cb839e758588c63d9c8b5e639d1"
 uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
-version = "2.4.3"
+version = "3.0.5"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
-git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "oneTBB_jll"]
+git-tree-sha1 = "f046ccd0c6db2832a9f639e2c669c6fe867e5f4f"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2024.0.0+0"
+version = "2024.2.0+0"
 
 [[deps.MLBase]]
 deps = ["IterTools", "Random", "Reexport", "StatsBase"]
@@ -437,24 +466,26 @@ version = "0.5.13"
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
+version = "1.11.0"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.2+0"
+version = "2.28.6+0"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "f66bdc5de519e8f8ae43bdc598782d35a25b1272"
+git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
+version = "1.11.0"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2022.10.11"
+version = "2023.12.12"
 
 [[deps.NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
@@ -475,12 +506,12 @@ version = "1.2.0"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.21+4"
+version = "0.3.27+1"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+0"
+version = "0.8.1+2"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -490,9 +521,15 @@ version = "0.5.5+0"
 
 [[deps.Optim]]
 deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "01f85d9269b13fedc61e63cc72ee2213565f7a72"
+git-tree-sha1 = "d9b79c4eed437421ac4285148fcadf42e0700e89"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.7.8"
+version = "1.9.4"
+
+    [deps.Optim.extensions]
+    OptimMOIExt = "MathOptInterface"
+
+    [deps.Optim.weakdeps]
+    MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
 
 [[deps.OrderedCollections]]
 git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
@@ -518,15 +555,19 @@ uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.8.1"
 
 [[deps.Pkg]]
-deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
+deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.9.2"
+version = "1.11.0"
+weakdeps = ["REPL"]
+
+    [deps.Pkg.extensions]
+    REPLExt = "REPL"
 
 [[deps.Polynomials]]
-deps = ["LinearAlgebra", "RecipesBase", "Setfield", "SparseArrays"]
-git-tree-sha1 = "a9c7a523d5ed375be3983db190f6a5874ae9286d"
+deps = ["LinearAlgebra", "RecipesBase", "Requires", "Setfield", "SparseArrays"]
+git-tree-sha1 = "1a9cfb2dc2c2f1bd63f1906d72af39a79b49b736"
 uuid = "f27b6e38-b328-58d1-80ce-0feddd5e7a45"
-version = "4.0.6"
+version = "4.0.11"
 
     [deps.Polynomials.extensions]
     PolynomialsChainRulesCoreExt = "ChainRulesCore"
@@ -554,45 +595,59 @@ version = "0.2.4"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
+git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
+git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.1"
+version = "1.4.3"
 
 [[deps.PrettyTables]]
 deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
+git-tree-sha1 = "1101cd475833706e4d0e7b122218257178f48f34"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.3.1"
+version = "2.4.0"
 
 [[deps.Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
+version = "1.11.0"
+
+[[deps.PtrArrays]]
+git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
+uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
+version = "1.2.1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "9b23c31e76e333e6fb4c1595ae6afa74966a729e"
+git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.9.4"
+version = "2.11.1"
+
+    [deps.QuadGK.extensions]
+    QuadGKEnzymeExt = "Enzyme"
+
+    [deps.QuadGK.weakdeps]
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
 [[deps.RCall]]
-deps = ["CategoricalArrays", "Conda", "DataFrames", "DataStructures", "Dates", "Libdl", "Missings", "REPL", "Random", "Requires", "StatsModels", "WinReg"]
-git-tree-sha1 = "34c461e47346d921474f73ee34a83ee6e7368973"
+deps = ["CategoricalArrays", "Conda", "DataFrames", "DataStructures", "Dates", "Libdl", "Preferences", "REPL", "Random", "Requires", "StatsModels", "WinReg"]
+git-tree-sha1 = "db17ec90d9f904b79e7877a764fdf95ff5c5f315"
 uuid = "6f49c342-dc21-5d91-9882-a32aef131414"
-version = "0.14.0"
+version = "0.14.6"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
+deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
+version = "1.11.0"
 
 [[deps.Random]]
-deps = ["SHA", "Serialization"]
+deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+version = "1.11.0"
 
 [[deps.RecipesBase]]
 deps = ["PrecompileTools"]
@@ -612,22 +667,22 @@ uuid = "ae029012-a4dd-5104-9daa-d747884805df"
 version = "1.3.0"
 
 [[deps.Revise]]
-deps = ["CodeTracking", "Distributed", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Pkg", "REPL", "Requires", "UUIDs", "Unicode"]
-git-tree-sha1 = "3fe4e5b9cdbb9bbc851c57b149e516acc07f8f72"
+deps = ["CodeTracking", "Distributed", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "REPL", "Requires", "UUIDs", "Unicode"]
+git-tree-sha1 = "7f4228017b83c66bd6aa4fddeb170ce487e53bc7"
 uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
-version = "3.5.13"
+version = "3.6.2"
 
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "f65dcb5fa46aee0cf9ed6274ccbd597adc49aa7b"
+git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.7.1"
+version = "0.8.0"
 
 [[deps.Rmath_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "6ed52fdd3382cf21947b15e8870ac0ddbff736da"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.4.0+0"
+version = "0.5.1+0"
 
 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
@@ -635,12 +690,13 @@ version = "0.7.0"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
+git-tree-sha1 = "305becf8af67eae1dbc912ee9097f00aeeabb8d5"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.1"
+version = "1.4.6"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
+version = "1.11.0"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
@@ -655,6 +711,7 @@ version = "2.0.0"
 
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
+version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
@@ -665,12 +722,13 @@ version = "1.2.1"
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+version = "1.11.0"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
+git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.3.1"
+version = "2.4.0"
 
     [deps.SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -679,14 +737,19 @@ version = "2.3.1"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 
 [[deps.StaticArraysCore]]
-git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
+git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
 uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.2"
+version = "1.4.3"
 
 [[deps.Statistics]]
-deps = ["LinearAlgebra", "SparseArrays"]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-version = "1.9.0"
+version = "1.11.1"
+weakdeps = ["SparseArrays"]
+
+    [deps.Statistics.extensions]
+    SparseArraysExt = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
@@ -696,15 +759,15 @@ version = "1.7.0"
 
 [[deps.StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
+git-tree-sha1 = "5cf7606d6cef84b543b483848d4ae08ad9832b21"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.2"
+version = "0.34.3"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "f625d686d5a88bcd2b15cd81f18f98186fdc0c9a"
+git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.0"
+version = "1.3.2"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -716,24 +779,28 @@ version = "1.3.0"
 
 [[deps.StatsModels]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "5cf6c4583533ee38639f73b880f35fc85f2941e0"
+git-tree-sha1 = "9022bcaa2fc1d484f1326eaa4db8db543ca8c66d"
 uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
-version = "0.7.3"
+version = "0.7.4"
 
 [[deps.StringManipulation]]
 deps = ["PrecompileTools"]
-git-tree-sha1 = "a04cabe79c5f01f4d723cc6704070ada0b9d46d5"
+git-tree-sha1 = "a6b1675a536c5ad1a60e5a5153e1fee12eb146e3"
 uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
-version = "0.3.4"
+version = "0.4.0"
+
+[[deps.StyledStrings]]
+uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
+version = "1.11.0"
 
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 
 [[deps.SuiteSparse_jll]]
-deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
+deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "5.10.1+6"
+version = "7.7.0+0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -747,10 +814,10 @@ uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
 version = "1.0.1"
 
 [[deps.Tables]]
-deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
+git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.1"
+version = "1.12.0"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -760,10 +827,12 @@ version = "1.10.0"
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+version = "1.11.0"
 
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+version = "1.11.0"
 
 [[deps.UnPack]]
 git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
@@ -772,6 +841,7 @@ version = "1.0.2"
 
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+version = "1.11.0"
 
 [[deps.VersionParsing]]
 git-tree-sha1 = "58d6e80b4ee071f5efd07fda82cb9fbe17200868"
@@ -786,19 +856,25 @@ version = "1.0.0"
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+0"
+version = "1.2.13+1"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.8.0+0"
+version = "5.11.0+0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.59.0+0"
+
+[[deps.oneTBB_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "7d0ea0f4895ef2f5cb83645fa689e52cb55cf493"
+uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e"
+version = "2021.12.0+0"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+0"
+version = "17.4.0+2"