Call number:
PIK E 703-09-0041
Description / Table of Contents:
Contents: PART ONE: PRELIMINARIES: Statistics and Social Science ; What Is Regression Analysis? ; Examining DataTransforming Data ; PART TWO: LINEAR MODELS AND LEAST SQUARES: Linear Least-Squares Regression ; Statistical Inference for Regression ; Dummy-Variable Regression ; Analysis of Variance ; Statistical Theory for Linear Models , The Vector Geometry of Linear Models , PART THREE: LINEAR-MODEL DIAGNOSTICS: Unusual and Influential Data ; Diagnosing Nonlinearity, Nonconstant Error Variance, and Nonnormality ; Collinearity and Its Purported Remedies ; PART FOUR: BEYOND LINEAR LEAST SQUARES: Extending Linear Least Squares ; Time Series, Nonlinear, Robust, and Nonparametric Regression; Logit and Probit Models ; Assessing Sampling Variation ; Bootstrapping and Cross-Validation
Type of Medium:
Monograph available for loan
Pages:
XXI, 597 S. : graph. Darst.
ISBN:
9780803945401
Location:
A 18 - must be ordered
Branch Library:
PIK Library
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