Applied regression modeling
Pardoe, Iain
1970-
creator
text
bibliography
Electronic books.
nju
Hoboken, NJ
Wiley
2012
2nd ed.
monographic
eng
1 online resource.
"This book offers a practical, concise introduction to regression analysis for upper-level undergraduate students of diverse disciplines including, but not limited to statistics, the social and behavioral sciences, MBA, and vocational studies. The book's overall approach is strongly based on an abundant use of illustrations, examples, case studies, and graphics. It emphasizes major statistical software packages, including SPSS(r), Minitab(r), SAS(r), R, and R/S-PLUS(r). Detailed instructions for use of these packages, as well as for Microsoft Office Excel(r), are provided on a specially prepared and maintained author web site. Select software output appears throughout the text. To help readers understand, analyze, and interpret data and make informed decisions in uncertain settings, many of the examples and problems use real-life situations and settings. The book introduces modeling extensions that illustrate more advanced regression techniques, including logistic regression, Poisson regression, discrete choice models, multilevel models, Bayesian modeling, and time series and forecasting. New to this edition are more exercises, simplification of tedious topics (such as checking regression assumptions and model building), elimination of repetition, and inclusion of additional topics (such as variable selection methods, further regression diagnostic tests, and autocorrelation tests)"--
Front Matter -- Foundations -- Simple Linear Regression -- Multiple Linear Regression -- Regression Model Building I -- Regression Model Building II -- Case Studies -- Extensions -- Appendix A: Computer Software Help -- Appendix B: Critical Values for t-Distributions -- Appendix C: Notation and Formulas -- Appendix D: Mathematics Refresher -- Appendix E: Brief Answers to Selected Problems -- References -- Glossary -- Index.
Iain Pardoe.
Includes index.
Includes bibliographical references and index.
ssh
Regression analysis
Statistics
MATHEMATICS
Probability & Statistics
Regression Analysis
Regression analysis
Statistics
QA278.2
519.5/36
MAT029030
Applied regression modeling
Pardoe, Iain, 1970-
Hoboken, NJ : Wiley, 2012
2nd ed.
(DLC) 2012002030
9781118345047
1118345045
9781118345023
1118345029
9781118345030
1118345037
9781118345054
1118345053
9781118274415
1118274415
1118097289
9781118097281
9781283700283
128370028X
2012006617
10.1002/9781118274415 Wiley InterScience
http://dx.doi.org/10.1002/9781118345054
http://dx.doi.org/10.1002/9781118345054
DLC
120214
20230823112309.0
ocn777002307
eng