UID:
almafu_9959326956902883
Format:
1 online resource (xvii, 303 pages) :
,
illustrations
ISBN:
9780470770788
,
0470770783
,
9780470770771
,
0470770775
,
1281841005
,
9781281841001
Series Statement:
Wiley series in probability and statistics
Content:
Multivariable regression models are of fundamental importance in all areas of science in which empirical data must be analyzed. This book proposes a systematic approach to building such models based on standard principles of statistical modeling. The main.
Note:
Multivariable Model-Building; Contents; Preface; 1 Introduction; 2 Selection of Variables; 3 Handling Categorical and Continuous Predictors; 4 Fractional Polynomials for One Variable; 5 Some Issues with Univariate Fractional Polynomial Models; 6 MFP: Multivariable Model-Building with Fractional Polynomials; 7 Interactions; 8 Model Stability; 9 Some Comparisons of MFP with Splines; 10 How To Work with MFP; 11 Special Topics Involving Fractional Polynomials; 12 Epilogue; Appendix A: Data and Software Resources; Appendix B: Glossary of Abbreviations; References; Index.
Additional Edition:
Print version: Royston, Patrick. Multivariable model-building. Chichester, England ; Hoboken, NJ : John Wiley, ©2008 ISBN 9780470028421
Additional Edition:
ISBN 0470028424
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470770771
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470770771
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470770771
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470770771
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