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posterior 1.6.0

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@paul-buerkner paul-buerkner released this 07 Oct 02:45

Enhancements

  • Add exclude option to subset_draws(), which can be used to exclude
    the matched selection.
  • Add are_log_weights option to pareto_smooth(), which is necessary
    for correct Pareto smoothing computation if the input vector
    consists of log weights.
  • Add pareto_smooth option to weight_draws(), to Pareto smooth
    weights before adding to a draws object.
  • Add individual Pareto diagnostic functions (pareto_khat(),
    pareto_khat_threshold(), pareto_min_ss(), pareto_convergence_rate())
  • thin_draws() now automatically thins draws based on ESS by default,
    and non-integer thinning is possible.
  • Matrix multiplication of rvars can now be done with the base matrix
    multiplication operator (%*%) instead of %**% in R >= 4.3.
  • variables(), variables<-(), set_variables(), and nvariables() now
    support a with_indices argument, which determines whether variable names
    are retrieved/set with ("x[1]", "x[2]" ...) or without ("x") indices
    (#208).
  • Add extract_variable_array() function to extract variables with indices
    into arrays of iterations x chains x any remaining dimensions (#340).
  • For types that support factor variables (draws_df, draws_list, and
    draws_rvars), extract_variable() and extract_variable_matrix() can
    now return factors.