Generalized Linear Models for Panel Data


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Documentation for package ‘panglm’ version 1.1.4

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binomial_family Family specifications for panglm
confint.panglm Confidence intervals for panglm coefficients
copd Synthetic COPD follow-up panel
fitted.panglm Extract fitted values from a panglm model
gaussian_family Family specifications for panglm
glance.panglm One-row model summary of a panglm fit
logLik.panglm Extract the model log-likelihood
negbin_family Family specifications for panglm
panglm Fit a generalized linear model for panel data
panglm-families Family specifications for panglm
panglm_dispersiontest Pearson chi-squared/df overdispersion test
panglm_hausman Hausman specification test (fixed vs. random effects)
panglm_hurdle Fixed-effects hurdle model for panel count data
plot.panglm Plot a fitted panglm model
plot.panglm_hurdle Plot a fitted panglm hurdle model
poisson_family Family specifications for panglm
predict.panglm Predict from a fitted panglm model
summary.panglm Summarize a panglm fit
tidy.panglm Tidy a panglm fit into a data frame of coefficients
vcov.panglm Recompute the coefficient covariance matrix for a panglm fit