Regression Diagnostics

accessible explanation of the techniques needed for exploring problems that compromise a regression analysis and for determining whether certain assumptions appear reasonable. The book covers such topics as the problem of collinearity in multiple regression, dealing with outlying and influential data, non-normality of errors, non-constant error variance and the problems and opportunities presented by discrete data. In addition, sophisticated diagnostics based on maximum-likelihood methods, scores tests, and constructed variables are introduced.

שנה

2020

שפה

English

סדרה

Quantitative applications in the social sciences ; 79

הוצאה

SAGE Publications, Incorporated

מהדורות

1

עמודים

168

ISBN

9781544375229

מקור הנתונים: Wikidata