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#' Parameter draws | ||
#' Parasite parameters | ||
#' | ||
#' 1000 draws from the joint posterior fit from | ||
#' Parasite-specific parameters for P. falciparum and vivax for use in malariasimulation | ||
#' | ||
#' @format ## `parasite_parameters` | ||
#' A | ||
#' | ||
#' @source <https://www.nature.com/articles/ncomms4136>, <https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097992/> | ||
"parasite_parameters" | ||
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#' Parameter draws (P. falciparum) | ||
#' | ||
#' @format ## `parameter_draws` | ||
#' A list of 1000 draws from the joint posterior fit from | ||
#' | ||
#' @format ## `parameter_draws_pf` | ||
#' A list of lists of length 1000, each level contains a list of drawn parameters | ||
#' | ||
#' @source <https://www.nature.com/articles/ncomms4136> | ||
"parameter_draws" | ||
"parameter_draws_pf" | ||
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#' Parameter draws (P. vivax) | ||
#' | ||
#' 1000 draws from the joint posterior fit from | ||
#' | ||
#' @format ## `parameter_draws_pv` | ||
#' A list of lists of length 1000, each level contains a list of drawn parameters | ||
#' | ||
#' @source <https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097992/> | ||
"parameter_draws_pv" |
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## code to prepare parameter draws | ||
## code to prepare parameter draws: pf | ||
pd_pf <- read.csv("data-raw/parameter_draws_pf.csv") | ||
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pd <- read.csv("data-raw/parameter_draws.csv") | ||
# Split individual draws_pf into a list of named parameter lists | ||
draws_pf <- 1:max(pd_pf$draw) | ||
parameter_draws_pf <- list() | ||
for(draw in draws_pf){ | ||
pars <- as.list(pd_pf[pd_pf$draw == draw, "value"]) | ||
names(pars) <- pd_pf[pd_pf$draw == draw, "parameter"] | ||
parameter_draws_pf[[draw]] <- pars | ||
} | ||
names(parameter_draws_pf) <- draws_pf | ||
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usethis::use_data(parameter_draws_pf, overwrite = TRUE) | ||
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## code to prepare parameter draws: pv | ||
## this dataset does not match the default parameters, but the code should still be functional. | ||
pd_pv <- read.csv("data-raw/parameter_draws_pv.csv", header = T) |> | ||
tibble::rownames_to_column(var = "draw") |> | ||
dplyr::mutate(phi0 = phi_D_max, | ||
phi1 = phi_D_min/phi_D_max) |> | ||
dplyr::select(-c(loglike, phi_D_min, phi_D_max)) |> | ||
tidyr::pivot_longer(cols = !draw, names_to = "parameter", values_to = "value") |> | ||
dplyr::mutate(parameter = dplyr::case_when( | ||
parameter == "u_par" ~ "ua", | ||
parameter == "phi_LM_max" ~ "philm_max", | ||
parameter == "phi_LM_min" ~ "philm_min", | ||
parameter == "A_LM_50pc" ~ "alm50", | ||
parameter == "K_LM" ~ "klm", | ||
parameter == "u_clin" ~ "ud", | ||
parameter == "phi0" ~ "phi0", | ||
parameter == "phi1" ~ "phi1", | ||
parameter == "A_D_50pc" ~ "ic0", | ||
parameter == "K_D" ~ "kc", | ||
parameter == "A_d_PCR_50pc" ~ "apcr50", | ||
parameter == "K_d_PCR" ~ "kpcr", | ||
parameter == "d_PCR_max" ~ "dpcr_max", | ||
parameter == "d_LM" ~ "da", | ||
parameter == "P_MI" ~ "pcm", | ||
parameter == "d_MI" ~ "rm" | ||
), | ||
draw = as.numeric(draw)) |> | ||
as.data.frame() | ||
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# Split individual draws into a list of named parameter lists | ||
draws <- 1:max(pd$draw) | ||
parameter_draws <- list() | ||
for(draw in draws){ | ||
pars <- as.list(pd[pd$draw == draw, "value"]) | ||
names(pars) <- pd[pd$draw == draw, "parameter"] | ||
parameter_draws[[draw]] <- pars | ||
# Split individual draws_pf into a list of named parameter lists | ||
draws_pv <- 1:max(pd_pv$draw) | ||
parameter_draws_pv <- list() | ||
for(draw in draws_pv){ | ||
pars <- as.list(pd_pv[pd_pv$draw == draw, "value"]) | ||
names(pars) <- pd_pv[pd_pv$draw == draw, "parameter"] | ||
parameter_draws_pv[[draw]] <- pars | ||
} | ||
names(parameter_draws) <- draws | ||
names(parameter_draws_pv) <- draws_pv | ||
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usethis::use_data(parameter_draws, overwrite = TRUE) | ||
usethis::use_data(parameter_draws_pv, overwrite = TRUE) |
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## code to prepare parasite parameters | ||
parasite_csv <- read.csv("data-raw/parasite_parameters.csv") | ||
parasite_parameters <- lapply(unique(parasite_csv$parasite), function(x){ | ||
parameters <- as.list(parasite_csv[parasite_csv$parasite==x,c("default")]) | ||
names(parameters) <- parasite_csv[parasite_csv$parasite==x,c("parameter")] | ||
return(parameters) | ||
}) | ||
names(parasite_parameters) <- unique(parasite_csv$parasite) | ||
usethis::use_data(parasite_parameters, overwrite = TRUE) |
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parasite,parameter,default,reference | ||
falciparum,dd,5, | ||
falciparum,dt,5, | ||
falciparum,da,195, | ||
falciparum,du,110, | ||
falciparum,init_ib,0, | ||
falciparum,init_ica,0, | ||
falciparum,init_iva,0, | ||
falciparum,init_icm,0, | ||
falciparum,init_ivm,0, | ||
falciparum,init_id,0, | ||
falciparum,rb,3650, | ||
falciparum,rc,10950, | ||
falciparum,rva,10950, | ||
falciparum,rid,3650, | ||
falciparum,rm,67.6952, | ||
falciparum,rvm,76.8365, | ||
falciparum,ub,7.2, | ||
falciparum,uc,6.06, | ||
falciparum,uv,11.4321, | ||
falciparum,ud,9.44512, | ||
falciparum,pcm,0.774368, | ||
falciparum,pvm,0.195768, | ||
falciparum,b0,0.59, | ||
falciparum,b1,0.5, | ||
falciparum,ib0,43.9, | ||
falciparum,kb,2.16, | ||
falciparum,fd0,0.007055, | ||
falciparum,ad,7993.5, | ||
falciparum,gammad,4.8183, | ||
falciparum,d1,0.160527, | ||
falciparum,id0,1.577533, | ||
falciparum,kd,0.476614, | ||
falciparum,phi0,0.792, | ||
falciparum,phi1,0.00074, | ||
falciparum,ic0,18.02366, | ||
falciparum,kc,2.36949, | ||
falciparum,theta0,0.0749886, | ||
falciparum,theta1,0.0001191, | ||
falciparum,iv0,1.09629, | ||
falciparum,kv,2.00048, | ||
falciparum,fv0,0.141195, | ||
falciparum,av,2493.41, | ||
falciparum,gammav,2.91282, | ||
falciparum,cd,0.068, | ||
falciparum,gamma1,1.82425, | ||
falciparum,cu,0.0062, | ||
falciparum,ct,0.021896, | ||
falciparum,de,12, | ||
falciparum,delay_gam,12.5, | ||
falciparum,dem,10, | ||
vivax,dd,5, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,dt,1, Pukrittayakamee (2008); Am J Trop Med Hyg | ||
vivax,da,16.942, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,dpcr_max,53.69, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,dpcr_min,10, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,kpcr,4.021, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,apcr50,9.8, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,init_iaa,0, | ||
vivax,init_iam,0, | ||
vivax,init_ica,0, | ||
vivax,init_icm,0, | ||
vivax,ra,3650, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,rc,10950, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,rm,64.584, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,ua,44.09, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,uc,4.29, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,pcm,0.306, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,b,0.25, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,philm_min,0.0131, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,philm_max,0.9329, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,klm,3.202, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,alm50,17.30, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,phi0,0.9368, White (2018); doi: 10.1038/s41467-018-05860-8; phi0 is equivalent to phi_D_max (0.9368) | ||
vivax,phi1,0.0139, White (2018); doi: 10.1038/s41467-018-05860-8; phi1 is equivalent to phi_D_min/phi_D_max (0.013/0.9368) | ||
vivax,ic0,23.788, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,kc,5.41, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,cd,0.8, Kiattibutr (2017); doi: 10.1016/j.ijpara.2016.10.006 | ||
vivax,ca,0.1, Kiattibutr (2017); doi: 10.1016/j.ijpara.2016.10.006 | ||
vivax,cu,0.035, Kiattibutr (2017); doi: 10.1016/j.ijpara.2016.10.006 | ||
vivax,ct,0.4, Kiattibutr (2017); doi: 10.1016/j.ijpara.2016.10.006 | ||
vivax,de,10, Herrera (2011); DOI: doi: 10.4269/ajtmh.2011.09-0498 | ||
vivax,delay_gam,0, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,dem,8.4, Gething (2011); doi: 10.1186/1756-3305-4-92 | ||
vivax,f,0.02439024, White (2018); doi: 10.1186/s12936-018-2318-1 | ||
vivax,gammal,0.002610966, White (2018): doi: 10.1186/s12936-018-2318-1 | ||
vivax,init_hyp,0, | ||
vivax,kmax,10, White (2018); doi: 10.1038/s41467-018-05860-8 | ||
vivax,du,110,to_be_removed | ||
vivax,init_iva,0,to_be_removed | ||
vivax,init_ivm,0,to_be_removed | ||
vivax,init_ib,0,to_be_removed | ||
vivax,init_id,0,to_be_removed | ||
vivax,ub,7.2,to_be_removed | ||
vivax,uv,11.4321,to_be_removed | ||
vivax,ud,9.44512,to_be_removed | ||
vivax,pvm,0.195768,to_be_removed | ||
vivax,rvm,76.8365,to_be_removed | ||
vivax,rb,3650,to_be_removed | ||
vivax,rva,10950,to_be_removed | ||
vivax,rid,3650,to_be_removed | ||
vivax,b0,0.59,to_be_removed | ||
vivax,b1,0.5,to_be_removed | ||
vivax,ib0,43.9,to_be_removed | ||
vivax,kb,2.16,to_be_removed | ||
vivax,theta0,0.0749886,to_be_removed | ||
vivax,theta1,0.0001191,to_be_removed | ||
vivax,iv0,1.09629,to_be_removed | ||
vivax,kv,2.00048,to_be_removed | ||
vivax,fv0,0.141195,to_be_removed | ||
vivax,av,2493.41,to_be_removed | ||
vivax,gammav,2.91282,to_be_removed | ||
vivax,gamma1,1.82425,to_be_removed | ||
vivax,fd0,0.007055,to_be_removed | ||
vivax,ad,7993.5,to_be_removed | ||
vivax,gammad,4.8183,to_be_removed | ||
vivax,d1,0.160527,to_be_removed | ||
vivax,id0,1.577533,to_be_removed | ||
vivax,kd,0.476614,to_be_removed |
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