Advanced regression analysis

Description

Three topics are covered in this chapter. In the main body of the chapter, the tools for estimating the parameters of regression models when the response variable is binary or categorical are presented. The appendices cover two other important techniques, namely, maximum likelihood estimate (MLE) and how to deal with missing data.

Publication Date

1-4-2019

DOI

10.1007/978-3-319-68837-4_8

ISBN

978-3319688367; 978-3319688374

Publisher

Springer New York LLC

Keywords

Statistics, Regression analysis

Source Link URL

https://doi.org/10.1007/978-3-319-68837-4_8

discipline

Physical Sciences and Mathematics; Statistics and Probability; Statistical Methodology; Physical Sciences and Mathematics; Statistics and Probability; Statistical Models

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