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dynamite version 1.3.0

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@santikka santikka released this 30 Mar 10:24
· 251 commits to main since this release
  • Added support for Student's t-distribution via "student" family in obs().
  • Added support for the multinomial distribution via "multinomial" family in obs(). A trials() term is now mandatory for multinomial channels.
  • The generated Stan code now automatically switches between the array keyword syntax and the deprecated syntax based on the backend Stan version (see https://mc-stan.org/docs/reference-manual/brackets-array-syntax.html for details).
  • The presence of variables used in trials() and offset() is now properly checked in the data.
  • The model components trials() and offset() now function correctly in predict() when they contain response variables of the model.
  • Fixed the calculation of the number of observations in nobs() for models that have multivariate channels.
  • Fixed an issue in predict() with models that contained multivariate channels with random effects.
  • Scenarios that have zero non-missing observations at specific time indices are now handled properly in the Stan code generation.
  • The names of additional arguments passed to rstan::sampling() and the sample() method of the cmdstanr Stan model via ... in the call to dynamite are now checked and unrecognized arguments will be ignored.
  • Added a new function get_parameter_dims() that returns the parameter dimensions of the Stan model for "dynamitefit" and "dynamiteformula" objects.
  • Group-level random effects are now supported also for categorical and multinomial channels.
  • Added a new vignette that describes how the package can be used to simulate data from a dynamic multivariate panel model.
  • Added a new vignette that describes how the default priors of the model parameters are defined.