Regression Diagnostics is popular PDF and ePub book, written by John Fox in 2019-12-09, it is a fantastic choice for those who relish reading online the Social Science genre. Let's immerse ourselves in this engaging Social Science book by exploring the summary and details provided below. Remember, Regression Diagnostics can be Read Online from any device for your convenience.
Regression Diagnostics Book PDF Summary
Regression diagnostics are methods for determining whether a regression model that has been fit to data adequately represents the structure of the data. For example, if the model assumes a linear (straight-line) relationship between the response and an explanatory variable, is the assumption of linearity warranted? Regression diagnostics not only reveal deficiencies in a regression model that has been fit to data but in many instances may suggest how the model can be improved. The Second Edition of this bestselling volume by John Fox considers two important classes of regression models: the normal linear regression model (LM), in which the response variable is quantitative and assumed to have a normal distribution conditional on the values of the explanatory variables; and generalized linear models (GLMs) in which the conditional distribution of the response variable is a member of an exponential family. R code and data sets for examples within the text can be found on an accompanying website.
Detail Book of Regression Diagnostics PDF
- Author : John Fox
- Release : 09 December 2019
- Publisher : SAGE Publications
- ISBN : 9781544375212
- Genre : Social Science
- Total Page : 138 pages
- Language : English
- PDF File Size : 9,8 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Regression Diagnostics by John Fox, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.