Why does the natural logarithm function pop up as default link function when doing Poisson regression?
122599
Calculation of canonical link function in GLM
9006
Normal approximation to the Poisson distribution
5047
Log and natural log
148768
How is it possible that Poisson GLM accepts non-integer numbers?
28047
Is Poisson–Lindley an exponential family? If not, why?
102191
Can Weights and Offset lead to similar results in poisson regression?
110396
Are there any reasons to use the identity link in logistic regression (or any other glm)?
30493
Why is glmnet ridge regression giving me a different answer than manual calculation?
26328
Poisson or quasi poisson in a regression with count data and overdispersion?
55629
How to interpret a negative linear regression coefficient for a logged outcome variable?
109822
Problem understanding the logistic regression link function
78068
Why is there a difference between manually calculating a logistic regression 95% confidence interval, and using the confint() function in R?
98439
In statistics, should I assume $\log$ to mean $\log_{10}$ or the natural logarithm $\ln$?
120542
Should the predictor variables be normally distributed for Poisson glm?
50320
Should I use an offset for my Poisson GLM?
109342
Interpreting plot of residuals vs. fitted values from Poisson regression
123397
Does the logarithm function grow slower than any polynomial?