Functions and Datasets for "Methods of Statistical Model Estimation"
Function to compute asymptotic likelihood ratio test of two models.
Function to return the hat matrix of a msme-class model.
Function to fit generalized linear models using IRLS.
Function to fit linear regression using maximum likelihood.
A function to fit generalized linear models using maximum likelihood.
A function to fit generalized linear models using maximum likelihood.
A reduced maximum likelihood fitting function that omits null models.
A function to fit negative binomial generalized linear models using ma...
A function to calculate Pearson Chi2 and its dispersion statistic foll...
A plot method for objects of class ml_g_fit.
Function to produce residuals from a model of class msme.
A summary method for objects of class ml_g_fit.
A summary method for objects of class msme.
Functions and datasets from Hilbe, J.M., and Robinson, A.P. 2013. Methods of Statistical Model Estimation. Chapman & Hall / CRC.