bistablehistory - v1.1.1

Estimates cumulative history for time-series for continuously viewed bistable perceptual rivalry displays. Computes cumulative history via a homogeneous first order differential process. I.e., it assumes exponential growth/decay of the history as a function time and perceptually dominant state, Pastukhov & Braun (2011). Supports Gamma, log normal, and normal distribution families. Provides a method to compute history directly and example of using the computation on a custom Stan code.

New function: predict_history() to extract posterior samples for cumulative history.

Scientific Software - Peer-reviewed - C++
Published by alexander-pastukhov almost 4 years ago

bistablehistory - v1.1.0

Improvements

• Custom prior values for history parameters, intercept terms, history effect, and fixed effects.
• Simplified Stan code.
• predict() computes values from history, reducing fit object size.
• predict() returns a vector of length that matches original table.

Bug Fixes

• Change to difference in history values instead of the weighted mean.
• Use for scale instead of rate for prediction for Gamma family.
• Spelling in documentation.
• Additional tests.

Scientific Software - Peer-reviewed - C++
Published by alexander-pastukhov about 4 years ago

bistablehistory - v1.0.0

Full-featured package

Scientific Software - Peer-reviewed - C++
Published by alexander-pastukhov over 4 years ago