Logistic regression : from introductory to advanced concepts and applications (Record no. 40406)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03451nam a2200217 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781412974837 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1412974836 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781412971195 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1412971195 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.536 |
| Item number | MEN |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Menard, Scott |
| 245 ## - TITLE STATEMENT | |
| Title | Logistic regression : from introductory to advanced concepts and applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Los Angeles : |
| Name of publisher | SAGE, |
| Year of publication | ©2010. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xiii, 377 pages : |
| Other physical details | illustrations ; |
| 500 ## - GENERAL NOTE | |
| General note | Index |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction : linear regression and logistic regression --<br/>Log-linear analysis, logit analysis, and logistic regression --<br/>Quantitative approaches to model fit and explained variation --<br/>Prediction tables and qualitative approaches to explained variation --<br/>Logistic regression coefficients --<br/>Model specification, variable selection, and model building --<br/>Logistic regression diagnostics and problems of inference --<br/>Path analysis with logistic regression (PALR) --<br/>Polytomous logistic regression for unordered categorical variables --<br/>Ordinal logistic regression --<br/>Clusters, contexts, and dependent data : logistic regression for clustered sample survey data --<br/>Conditional logistic regression models for related samples --<br/>Longitudinal panel analysis with logistic regression --<br/>Logistic regression for historical and developmental change models : multilevel logistic regression and discrete time event history analysis --<br/>Comparisons : logistic regression and alternative models. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | In this text, author Scott Menard provides coverage of not only the basic logistic regression model but also advanced topics found in no other logistic regression text. The book keeps mathematical notation to a minimum, making it accessible to those with more limited statistics backgrounds, while including advanced topics of interest to more statistically sophisticated readers. Not dependent on any one software package, the book discusses limitations to existing software packages and ways to overcome them. <br/><br/>Key Features <br/><br/>Examines the logistic regression model in detail<br/>Illustrates concepts with applied examples to help readers understand how concepts are translated into the logistic regression model <br/>Helps readers make decisions about the criteria for evaluating logistic regression models through detailed coverage of how to assess overall models and individual predictors for categorical dependent variables <br/>Offers unique coverage of path analysis with logistic regression that shows readers how to examine both direct and indirect effects using logistic regression analysis <br/>Applies logistic regression analysis to longitudinal panel data, helping students understand the issues in measuring change with dichotomous, nominal, and ordinal dependent variables<br/>Shows readers how multilevel change models with logistic regression are different from multilevel growth curve models for continuous interval or ratio-scaled dependent variables<br/>Logistic Regression is intended for courses such as Regression and Correlation, Intermediate/Advanced Statistics, and Quantitative Methods taught in departments throughout the behavioral, health, mathematical, and social sciences, including applied mathematics/statistics, biostatistics, criminology/criminal justice, education, political science, public health/epidemiology, psychology, and sociology. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Logistic regression analysis. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Logistic distribution. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Reference | 02/07/2010 | Purchased | 7340.00 | 519.536 MEN | 012148 | Reference Books |