LOGISTIC REGRESSION A SELF LEARNING TEXT STATISTICS FOR BIOLOGY AND HEALTH

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Logistic Regression

Author : David G. Kleinbaum
ISBN : 9781441917423
Genre : Medical
File Size : 83.57 MB
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This is the third edition of this text on logistic regression methods, originally published in 1994, with its second e- tion published in 2002. As in the first two editions, each chapter contains a pres- tation of its topic in “lecture?book” format together with objectives, an outline, key formulae, practice exercises, and a test. The “lecture book” has a sequence of illust- tions, formulae, or summary statements in the left column of each page and a script (i. e. , text) in the right column. This format allows you to read the script in conjunction with the illustrations and formulae that highlight the main points, formulae, or examples being presented. This third edition has expanded the second edition by adding three new chapters and a modified computer appendix. We have also expanded our overview of mod- ing strategy guidelines in Chap. 6 to consider causal d- grams. The three new chapters are as follows: Chapter 8: Additional Modeling Strategy Issues Chapter 9: Assessing Goodness of Fit for Logistic Regression Chapter 10: Assessing Discriminatory Performance of a Binary Logistic Model: ROC Curves In adding these three chapters, we have moved Chaps. 8 through 13 from the second edition to follow the new chapters, so that these previous chapters have been ren- bered as Chaps. 11–16 in this third edition.
Category: Medical

Survival Analysis

Author : David G. Kleinbaum
ISBN : 9781441966469
Genre : Medical
File Size : 35.14 MB
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An excellent introduction for all those coming to the subject for the first time. New material has been added to the second edition and the original six chapters have been modified. The previous edition sold 9500 copies world wide since its release in 1996. Based on numerous courses given by the author to students and researchers in the health sciences and is written with such readers in mind. Provides a "user-friendly" layout and includes numerous illustrations and exercises. Written in such a way so as to enable readers learn directly without the assistance of a classroom instructor. Throughout, there is an emphasis on presenting each new topic backed by real examples of a survival analysis investigation, followed up with thorough analyses of real data sets.
Category: Medical

Analyzing Ecological Data

Author : Alain Zuur
ISBN : 9780387459721
Genre : Science
File Size : 83.30 MB
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This book provides a practical introduction to analyzing ecological data using real data sets. The first part gives a largely non-mathematical introduction to data exploration, univariate methods (including GAM and mixed modeling techniques), multivariate analysis, time series analysis, and spatial statistics. The second part provides 17 case studies. The case studies include topics ranging from terrestrial ecology to marine biology and can be used as a template for a reader’s own data analysis. Data from all case studies are available from www.highstat.com. Guidance on software is provided in the book.
Category: Science

Modeling Survival Data Extending The Cox Model

Author : Terry M. Therneau
ISBN : 0387987843
Genre : Mathematics
File Size : 28.30 MB
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This book is aimed at researchers, practitioners and graduate students who have some exposure to traditional methods of survival analysis. The emphasis is on semiparametric methods based on the proportional hazards model. The inclusion of examples with SAS and S-PLUS code will make the book accessible to most working statisticians.
Category: Mathematics

Amstat News

Author :
ISBN : UOM:39015059084387
Genre : Statistics
File Size : 75.25 MB
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Category: Statistics

The Statistical Analysis Of Recurrent Events

Author : Richard J. Cook
ISBN : 9780387698090
Genre : Medical
File Size : 26.14 MB
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This book presents models and statistical methods for the analysis of recurrent event data. The authors provide broad, detailed coverage of the major approaches to analysis, while emphasizing the modeling assumptions that they are based on. More general intensity-based models are also considered, as well as simpler models that focus on rate or mean functions. Parametric, nonparametric and semiparametric methodologies are all covered, with procedures for estimation, testing and model checking.
Category: Medical

Analysing Ecological Data

Author : Alain F. Zuur
ISBN : UCSD:31822034556829
Genre : Mathematics
File Size : 72.76 MB
Format : PDF
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Read : 1256

This book provides a practical introduction to analyzing ecological data using real data sets. It features 17 case studies covering topics ranging from terrestrial ecology to marine biology and can be used as a template for a reader’s own data analysis.
Category: Mathematics

Technometrics

Author :
ISBN : UOM:39015058885610
Genre : Experimental design
File Size : 85.12 MB
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Category: Experimental design