Try to fix table formatting

paper/paper.md

@@ -288,34 +288,39 @@ To complete the example, Table 2 shows the results of the fit in the form of mea
 
 __Table 2:__ Depiction of the results for the most important peak parameters of a single peak fit with the skew normal model and a double peak fit with the double normal model. Mean, area, and height have been highlighted in bold print as they constitute the most relevant parameters for further data evaluation purposes. The results correspond to the fits exhibited in Figure 4.
 
-+--------------------+-----------------------------------------------------------------+-------------------------------------------------------------------+
-| parameter          | single peak (skew normal model)                                 | double peak (double normal model)                                 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-|                    | mean                            | sd        | hdi_3%  | hdi_97% | mean                              | sd        | hdi_3%  | hdi_97% |
-+:===================+================================:+==========:+========:+========:+==================================:+==========:+========:+========:+
-| baseline_intercept |                          -43.94 |      7.41 |  -57.88 |  -30.02 |                           1115.40 |     38.69 | 1040.14 | 1185.07 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| baseline_slope     |                            6.66 |      0.51 |    5.71 |    7.63 |                            -21.65 |      3.09 |  -27.50 |  -15.94 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| noise              |                          103.63 |      7.51 |    89.5 |  117.26 |                            118.63 |      8.01 |  103.52 |  133.29 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| mean               |                       __25.95__ |  __0.01__ |   25.93 |   25.97 |                         __11.73__ |  __0.02__ |   11.70 |   11.76 |
-|                    |                                 |           |         |         |                         __12.43__ |  __0.01__ |   12.42 |   12.45 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| area               |                     __1512.32__ | __37.31__ | 1141.25 | 1581.37 |                        __317.16__ | __28.84__ | 263.23  |  370.56 |
-|                    |                                 |           |         |         |                        __674.34__ | __26.34__ | 623.47  |  722.88 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| height             |                     __1879.72__ | __37.71__ | 1809.30 | 1950.64 |                        __774.99__ | __65.28__ | 653.50  |  897.88 |
-|                    |                                 |           |         |         |                       __1762.66__ | __64.04__ | 1639.62 | 1881.66 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| std                |                            0.53 |      0.02 |    0.48 |    0.56 |                              0.16 |      0.02 |    0.13 |    0.20 |
-|                    |                                 |           |         |         |                              0.15 |      0.01 |    0.14 |    0.17 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| sn                 |                           18.24 |      1.37 |   15.69 |   20.76 |                              6.56 |      0.72 |    5.22 |    7.88 |
-|                    |                                 |           |         |         |                             14.93 |      1.14 |   12.82 |   17.14 |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
-| alpha              |                            2.96 |      0.39 |    2.27 |    3.71 |                                 - |        -  |       - |       - |
-+--------------------+---------------------------------+-----------+---------+---------+-----------------------------------+-----------+---------+---------+
++--------------------+-----------------------------------------------+-----------------------------------------------+
+| parameter          | skew normal model                             | double normal model                           |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+|                    | mean        | sd        | hdi_3%   | hdi_97%  | mean        | sd        | hdi_3%   | hdi_97%  |
++:===================+============:+==========:+=========:+=========:+============:+==========:+=========:+=========:+
+| baseline_intercept |    $−43.94$ |      7.41 |   −57.88 |   −30.02 |     1115.40 |     38.69 |  1040.14 |  1185.07 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| baseline_slope     |        6.66 |      0.51 |     5.71 |     7.63 |      −21.65 |      3.09 |   −27.50 |   −15.94 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| noise              |      103.63 |      7.51 |    89.50 |   117.26 |      118.63 |      8.01 |   103.52 |   133.29 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| mean               |       25.95 |      0.01 |    25.93 |    25.97 |       11.73 |      0.02 |    11.70 |    11.76 |
+|                    |             |           |          |          +-------------+-----------+----------+----------+
+|                    |             |           |          |          |       12.43 |      0.01 |    12.42 |    12.45 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| area               |     1512.32 |     37.31 |  1141.25 |  1581.37 |      317.16 |     28.84 |  263.23  |   370.56 |
+|                    |             |           |          |          +-------------+-----------+----------+----------+
+|                    |             |           |          |          |      674.34 |     26.34 |  623.47  |   722.88 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| height             |     1879.72 |     37.71 |  1809.30 |  1950.64 |      774.99 |     65.28 |  653.50  |   897.88 |
+|                    |             |           |          |          +-------------+-----------+----------+----------+
+|                    |             |           |          |          |     1762.66 |     64.04 |  1639.62 |  1881.66 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| std                |        0.53 |      0.02 |     0.48 |     0.56 |        0.16 |      0.02 |     0.13 |     0.20 |
+|                    |             |           |          |          +-------------+-----------+----------+----------+
+|                    |             |           |          |          |        0.15 |      0.01 |     0.14 |     0.17 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| sn                 |       18.24 |      1.37 |    15.69 |    20.76 |        6.56 |      0.72 |     5.22 |     7.88 |
+|                    |             |           |          |          +-------------+-----------+----------+----------+
+|                    |             |           |          |          |       14.93 |      1.14 |    12.82 |    17.14 |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
+| alpha              |        2.96 |      0.39 |     2.27 |     3.71 |           - |        -  |        - |        - |
++--------------------+-------------+-----------+----------+----------+-------------+-----------+----------+----------+
 
 In this case, the fits were successful and convergence was reached for all parameters.
 Most notably and for the first time, the measurement noise was taken into account when determining the peak area as represented by its standard deviation and as can be observed in the posterior predictive plots where the noisy data points fall within the boundary of the 95 \% HDI.