Do generalized linear models allow non-normal response variables, non-normal errors, or both?
57303
Logistic Regression - Error Term and its Distribution
131097
Checking residuals for normality in generalised linear models
79636
Heteroskedasticity in logistic regression
42003
Multinomial logistic regression assumptions
141080
Family of GLM represents the distribution of the response variable or residuals?
139961
How would you explain generalized linear models to people with no statistical background?
148679
Modelling with more variables than data points
118772
Is R-squared value appropriate for comparing models?
51102
When to use generalized estimating equations vs. mixed effects models?
29645
Regression when the OLS residuals are not normally distributed
139231
Linear regression: any non-normal distribution giving identity of OLS and MLE?
81027
Standard errors for multiple regression coefficients?
156297
Why are the Least-Squares and Maximum-Likelihood methods of regression not equivalent when the errors are not normally distributed?
109585
Why Normality assumption in linear regression
1391
How will random effects with only 1 observation affect a generalized linear mixed model?
137199
Comparing the fit of quasi-Poisson and negative binomial models
93219
Is bootstrapping standard errors and confidence intervals appropriate in regressions where homoscedasticity assumption is violated?