Advanced Statistical Inference and Modelling Using R is part two of the Statistical Analysis in R professional certificate.
This course is directed at people who are already
familiar with basic linear regression and fundamentals of statistical
inference. It extends the knowledge of linear regression to the
situations where the response variable is binary, a count, or
categorical as well as to hierarchical experimental set-up. While very
practice oriented, it aims to give the students the understanding of why
the method works (theory), how to implement it (programming using R)
and when to apply it (and where to look if the particular method is not
applicable in the specific situation).
