Fit hidden Markov models using Template Model Builder (TMB): flexible state-dependent distributions, transition probability structures, random effects, and smoothing splines.

To address this issue, Cochrane is implementing new random-effects methods in RevMan. These include a new method for estimating the between-study (heterogeneity) variance, calculating the confidence ...

Repeated Measures Analysis of Cognitive Task Performance This project analyses repeated measures data from a study investigating the effects of word type, cue condition, and race on cognitive task ...

Addressing this challenge, we develop a mixed-effects regression for data in geodesic spaces, where the underlying mean response trajectories are geodesics in the metric space and the deviations of ...

The impact of a misspecified random-effects distribution on the estimation and the performance of inferential procedures in general- ized linear mixed models. Statistics in Medicine 27, 3125- 3144.

This paper evaluates the remaining useful life (RUL) of the product when its degradation path follows the Wiener process with mixed random effects. In the discussed model, the random effects are ...

Statistical models in which both fixed and random effects enter nonlinearly are becoming increasingly popular. These models have a wide variety of applications in many areas such as agriculture, ...