Regression analysis provides a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgement. Regression Analysis by Example, Third Edition explains the principles underlying exploratory data analysis, emphasizing data analysis rather than statistical theory. This is not just another edition of the book; it is a major rewriting and reorganization of the previous edition. The new edition is expanded and updated to reflect recent advances in the field, offering in-depth treatment of diagnostic plots, time series regression, multicollinearity, and logistic regression. Suitable for anyone with an understanding of elementary statistics, Regression Analysis by Example, Third Edition illustrates methods of regression analysis, with examples containing the types of irregularities commonly encountered in the real world. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique. Each of the methods described can be carried out with most currently available statistical software packages.
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Descrizione libro Wiley-Interscience, 1999. Hardcover. Condizione libro: New. 3. Codice libro della libreria DADAX0471319465
Descrizione libro Wiley-Interscience, 1999. Condizione libro: New. Brand New, Unread Copy in Perfect Condition. A+ Customer Service! Summary: Simple Linear Regression. Multiple Linear Regression. Regression Diagnostics: Detection of Model Violations. Qualitative Variables as Predictors. Transformation of Variables. Weighted Least Squares. The Problem of Correlated Errors. Analysis of Collinear Data. Biased Estimation of Regression Coefficients. Variable Selection Procedures. Logistic Regression. Appendix. References. Index. Codice libro della libreria ABE_book_new_0471319465
Descrizione libro Wiley-Interscience, 1999. Hardcover. Condizione libro: New. book. Codice libro della libreria 0471319465
Descrizione libro Wiley-Interscience, 1999. Hardcover. Condizione libro: New. Codice libro della libreria P110471319465