Regression Diagnostics: An Introduction (Quantitative Applications in the Social Sciences)

Regression Diagnostics: An Introduction (Quantitative Applications in the Social Sciences)

  • ISBN-13: 9780803939714
  • $18.12

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With Regression Diagnostics, researchers now have an 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.

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