Box-Cox-Type Transformations for Linear and Logistic Models with Random Effects
Box-Cox-Type Transformations for Linear and Logistic Models with Rando...
Box-Cox-type link function for logistic mixed-effects Models
Grid search over K for NPML estimation of random effect and variance c...
Response Transformations for Random Effect and Variance Component Mode...
Response Transformations for Random Effect and Variance Component Mode...
Plot diagnostics for boxcoxmix functions
Summary of boxcoxmix functions
Grid search over tol for NPPML estimation of random effect and varianc...
Internal boxcoxmix functions
Box-Cox-type transformations for linear and logistic models with random effects using non-parametric profile maximum likelihood estimation, as introduced in Almohaimeed (2018) <http://etheses.dur.ac.uk/12831/> and Almohaimeed and Einbeck (2022) <doi:10.1177/1471082X20966919>. The main functions are 'optim.boxcox()' for linear models with random effects and 'boxcoxtype()' for logistic models with random effects.