“Backwards” stepwise regression begins with the model including all of the potential independent variables, and successively throws out those which cost the least in terms of reduction of the ...

one might wonder whether a particular one of the explanatory variables really “belongs” in the model; equivalently, one might ask if this variable has a true regression coefficient different from 0 ...

AND Mathematical Methods (MA100) or equivalent. It is assumed students have taken at least a first course in linear algebra. A solid coverage of the most important parts of the theory and application ...

have a thorough conceptual understanding of linear and logistic regression; appreciate the common threads running through these methods, including stratified analysis, different options for handling ...

Find out more about available formats and browse any associated online resources. This accessible and practical textbook gives students the perfect guide to the use of regression models in testing and ...

They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid ...