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Practical Guide to Logistic Regression by Joseph M Hilbe New Book

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
Topic
Books
Narrtive Type
Non Fiction/Fiction
Product Group
Book
Title
Practical Guide to Logistic Regression
Age Level
Adults
Modified Item
No
ISBN-10
1498709575
EAN
9781498709576
ISBN
9781498709576
Publication Year
2015
Type
Textbook
Format
Paperback
Language
English
Publication Name
Practical Guide to Logistic Regression
Item Height
216mm
Author
Joseph M. Hilbe
Publisher
Taylor & Francis INC International Concepts
Item Width
138mm
Subject
Mathematics
Item Weight
249g
Number of Pages
174 Pages

About this product

Product Information

Practical Guide to Logistic Regression covers the key points of the basic logistic regression model and illustrates how to use it properly to model a binary response variable. This powerful methodology can be used to analyze data from various fields, including medical and health outcomes research, business analytics and data science, ecology, fisheries, astronomy, transportation, insurance, economics, recreation, and sports. By harnessing the capabilities of the logistic model, analysts can better understand their data, make appropriate predictions and classifications, and determine the odds of one value of a predictor compared to another. Drawing on his many years of teaching logistic regression, using logistic-based models in research, and writing about the subject, Professor Hilbe focuses on the most important features of the logistic model. Serving as a guide between the author and readers, the book explains how to construct a logistic model, interpret coefficients and odds ratios, predict probabilities and their standard errors based on the model, and evaluate the model as to its fit. Using a variety of real data examples, mostly from health outcomes, the author offers a basic step-by-step guide to developing and interpreting observation and grouped logistic models as well as penalized and exact logistic regression. He also gives a step-by-step guide to modeling Bayesian logistic regression. R statistical software is used throughout the book to display the statistical models while SAS and Stata codes for all examples are included at the end of each chapter. The example code can be adapted to readers' own analyses. All the code is available on the author's website.

Product Identifiers

Publisher
Taylor & Francis INC International Concepts
ISBN-13
9781498709576
eBay Product ID (ePID)
213209477

Product Key Features

Author
Joseph M. Hilbe
Publication Name
Practical Guide to Logistic Regression
Format
Paperback
Language
English
Subject
Mathematics
Publication Year
2015
Type
Textbook
Number of Pages
174 Pages

Dimensions

Item Height
216mm
Item Width
138mm
Item Weight
249g

Additional Product Features

Title_Author
Joseph M. Hilbe
Country/Region of Manufacture
United States

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