Book Image

Mastering Data analysis with R

By : Gergely Daróczi
Book Image

Mastering Data analysis with R

By: Gergely Daróczi

Overview of this book

Table of Contents (19 chapters)
Mastering Data Analysis with R
Credits
www.PacktPub.com
Preface

Summary


This chapter introduced three well known nonlinear regression models: the logistic, Poisson, and negative binomial models, and you became familiar with the general logic of modeling. It was also shown how the same concepts, such as effect of predictors, goodness of fit, explanative power, model comparison for nested and non-nested models, and model building are applied in different contexts. Now, having spent some time on mastering the data analysis skills, in the next chapter, we will get back to some hardcore data science problems, such as the cleansing and structuring of data.