Applied regression modeling (Record no. 37115)
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000 -LEADER | |
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fixed length control field | 01884cam a2200181 a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9781118097281 (hardback) |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 519.536 |
Item number | PAR/A |
100 1# - MAIN ENTRY--AUTHOR NAME | |
Personal name | Pardoe, Iain, |
245 10 - TITLE STATEMENT | |
Title | Applied regression modeling |
250 ## - EDITION STATEMENT | |
Edition statement | 2nd ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | Hoboken, NJ |
Name of publisher | Wiley, |
Year of publication | 2012. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xx, 325 p |
Other physical details | ill |
520 ## - SUMMARY, ETC. | |
Summary, etc | "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)"-- |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Regression analysis. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Statistics. |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Mathematics -Probability & Statistics-Regression Analysis. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | BK |
952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
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Current library |
Collection code | Home library | Shelving location | Date acquired | Full call number | Accession Number | Koha item type |
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Stack | Kannur University Central Library | Stack | 29/12/2015 | 519.536 PAR/A | 36840 | BK |