Update README

Author: filippoferrari

README.md

@@ -9,19 +9,26 @@ by Filippo Ferrari, Jesse Alexander and Peggy Seriès (2023).
 - R version 3.6.3
 - hBayesDM version 1.2.1
 - Stan version 2.21.7
-
+- HDDM version 0.8.0 (and python 3.6 for it)
+  
 
 # Data
 - `data_anx_gad7_prior.csv` contains the individual demographic and fitted parameters for the data split according to a GAD-7 score median split of the data.
+- `data_anx_gad7_prior_hddm.csv` is the same as`data_anx_gad7_prior.csv` but with the HDDMs parameter estimates from the `atvz` hddm model included.
 - `data_single_prior.csv` contains the individual demographic and fitted parameters for the data fitted using a single prior encompassing all participants.
 - `hbayesdm_data` contains the individual choice data processed to be used by hBayesDm. 
 
 
 # JASP
 The JASP file contains the entire statistical analysis reported in the paper.
+`data_anx_gad7_prior_hddm.jasp` contains the statistical analysis of the HDDMs parameter estimates.
 
 
 # R
 The `fit_all.r` script fits all hBayesDm models used in the paper.
-It reports MCMC fitting checks, models comparison and reproduces fig.3 in the paper.  
+It reports MCMC fitting checks, models comparison and reproduces fig.2 in the paper.  
+
 
+# HDDMs
+The `fit_all.py` script fits all the HDDMS models used in the paper.
+The `analysis_` and `winning_model_atvz` notebooks contain the analysis on the HDDMs parameter estimates.