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Logistic Regression: A Primer (Quantitative Applications in the Social Sciences)

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Características del artículo

Estado
Como nuevo: Libro en perfecto estado y poco leído. La tapa no tiene desperfectos y si procede, con ...
Brand
by Fred C. Pampel (Author)
Book Title
Logistic Regression: A Primer (Quantitative Applications in the S
ISBN
9780761920106
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Product Identifiers

Publisher
SAGE Publications, Incorporated
ISBN-10
0761920102
ISBN-13
9780761920106
eBay Product ID (ePID)
1723292

Product Key Features

Number of Pages
96 Pages
Language
English
Publication Name
Logistic Regression : a Primer
Publication Year
2000
Subject
Probability & Statistics / Regression Analysis, Research
Type
Textbook
Author
Fred C. Pampel
Subject Area
Mathematics, Social Science
Series
Quantitative Applications in the Social Sciences Ser.
Format
Trade Paperback

Dimensions

Item Height
0.2 in
Item Weight
4 Oz
Item Length
8.5 in
Item Width
5.5 in

Additional Product Features

Intended Audience
College Audience
LCCN
00-008060
Dewey Edition
21
Series Volume Number
132
Illustrated
Yes
Dewey Decimal
519.5/36
Table Of Content
The Logic of Logistic RegressionInterpreting Logistic Regression CoefficientsEstimation and Model FitProbit AnalysisConclusion
Synopsis
Trying to determine when to use a logistic regression and how to interpret the coefficients? Frustrated by the technical writing in other books on the topic? Pampel's book offers readers the first "nuts and bolts" approach to doing logist, Pampels book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked out examples. This book will enable readers to use and understand logistic regression techniques and will serve as a foundation for more advanced treatments of the topic., Pampels book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked-out examples. This book will enable readers to use and understand logistic regression techniques and will serve as a foundation for more advanced treatments of the topic., Trying to determine when to use a logistic regression and how to interpret the coefficients? Frustrated by the technical writing in other books on the topic? Pampels book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked out examples. Pampel first offers readers a review of some basic concepts, such as exponents, percentage change, and likelihood functions. Next, he describes in some detail how taking the log of the odds eliminates the floor so that the transformation of logistic regression coefficients into coefficients that effect odds and probabilities makes more sense to readers. And, third, he describes maximum likelihood estimation through words and simple samples (along side of the formulas) so as to make the concept more concrete and the procedure easier to comprehend. Throughout the book, he emphasizes examples, explanations, and how to interpret the results of each procedure. This book will enable readers to use and understand logistic regression techniques and will serve as a foundation for more advanced treatments of the topic. Learn more about "The Little Green Book" - QASS Series! Click Here
LC Classification Number
HA31.3.P36 2000

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