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

✍ Scribed by Dr. John Fox

Publisher: Sage Publications, Inc
Year: 1991
Tongue: English
Leaves: 92
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

📜 SIMILAR VOLUMES

Regression Diagnostics: An Introduction

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

✍ Dr. John Fox 📂 Library 📅 1991 🏛 Sage Publications, Inc 🌐 English

Applied Regression: An Introduction (Qua

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

✍ Michael S. Lewis-Beck 📂 Library 📅 1980 🏛 Sage Publications, Inc 🌐 English

Applied regression allows social scientists who are not specialists in quantitative techniques to arrive at clear verbal explanations of their numerical results. Provides a lucid discussion of more specialized subjects: analysis of residuals, interaction effects, specification error, multicollineari

Applied Regression: An Introduction (Qua

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

✍ Michael S. Lewis-Beck 📂 Library 📅 1980 🏛 Sage Publications, Inc 🌐 English

Quantile Regression (Quantitative Applic

📁 Quantile Regression (Quantitative Applications in the Social Sciences) (v. 149)

✍ Lingxin Hao, Daniel Q. Naiman 📂 Library 📅 2007 🌐 English

Quantile Regression, the first book of Hao and Naiman's two-book series, establishes the seldom recognized link between inequality studies and quantile regression models. Though separate methodological literature exists for each subject, the authors seek to explore the natural connections between th

Applied Logistic Regression Analysis (Qu

📁 Applied Logistic Regression Analysis (Quantitative Applications in the Social Sciences)

✍ Scott William Menard 📂 Library 📅 1995 🏛 Sage Publications, Inc 🌐 English

Emphasizing the parallels between linear and logistic regression, Scott Menard explores logistic regression analysis and demonstrates its usefulness in analyzing dichotomous, polytomous nominal, and polytomous ordinal dependent variables. The book is aimed at readers with a background in bivariate a

Matrix Algebra: An Introduction (Quantit

📁 Matrix Algebra: An Introduction (Quantitative Applications in the Social Sciences)

✍ Krishnan Namboodiri 📂 Library 📅 1984 🏛 Sage Publications, Inc 🌐 English

Matrix Algebra is a vital tool for mathematics in the social sciences, and yet many social scientists have only a rudimentary grasp of it. This volume serves as a complete introduction to matrix algebra, requiring no background knowledge beyond basic school algebra. Namboodiri's presentation is smoo