REGRESSION ANALYSIS BY EXAMPLE
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More About This Title REGRESSION ANALYSIS BY EXAMPLE

English

Bridges the gap between theory and practice of regression analysis, providing a balance between theoretical results, empirical rules, and the analyst's subjective judgment. Describes methods by using realistic examples that emphasize the analysis of data and that contain irregularities similar to those encountered in practice. Demonstrates concepts by utilizing standard—and some not so standard—summary statistics on the basis of their intuitive appeal.

English

Simple Linear Regression.

Detection and Correction of Model Violations: Simple Linear Regression.

Multiple Regression Model.

Qualitative Variables as Regressors.

Weighted Least Squares.

The Problem of Correlated Errors.

Analysis of Collinear Data.

Biased Estimation of Regression Coe1ficients.

Selection of Variables in a Regression Equation.

Bibliographic Notes.

References.

Appendix.

Tables.

Index.

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