Linear and Non-Linear Models

Bookdown

Data

1030.lecture-mle.RData

z1037.poisson-loglink.RData

z1037.normal-identity.RData

mle_glm_poisson_log_data.RData

z1040.rpois-linear.RData

grad school acceptance.csv

z1050.hiroshima.RData

crash.csv

Additional Notes

Lecture 06 (Part I) - Poisson Regression

Lecture 06 (Part I) - Homework

Lecture 06 (Part I) - Homework data (claims)

Lecture 06 (Part I) - Homework data (Insurance)

Lecture 06 (Part I) - Homework data (medicare)

Lecture 06 (Part II) - Negative Binomial Regression

Lecture (Extra) - Gamma Regression

Lecture 07 - Multinomial Regression