CHANGES in `GsymPoint' VERSION 1.1.1 o The R Journal reference was updated (including the correct authors) o The Pharmaceutical Statistics reference was updated o A new option "auto" was included in the main function to automatically select the most appropriate method of the two available "GPQ" and "EL" methods o Shapiro-Wilk's test p-values were fixed as NULL when the sample size falls outside of the interval [3,5000] o The AUC result for the GPQ method is now given directly, not in a nested list o The AUC result for the EL method is now given directly, not in a nested list o The same column names ("Value", "ll" and "ul") as in the GPQ method were included in the EL method o The results of both methods EL and GPQ are now given under the list "Global" o The possibility of using a group variable with categories different from 0 and 1 was included o The type of the status variable to be used within gsym.point function was changed in the way that now the end-user is not forced to use the codification 0 and 1 for the status variable o Some options of the plot function were changed in the way that the end-user can change the title and the labels of the axes given by default o Output of the plot function was changed: - The graphical display of the results includes the ROC-coordinates of the point estimates obtained - For datasets with ties now the accurate ROC curve is shown - The call to readline ("press return for next page") was avoided because it is problematic for non-interactive usage o The unnecessary code in the calc.empirical.AUC function was deleted (the confidence level argument and the count.zeros and count.neg variables defined inside) o Some unit tests were included using the testthat library in order to check that the correct ROC curves and AUC values are computed o A new parameter "verbose" was included in the main function to turn on/off the option of printing information on the screen while the code is running