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Logistic Regression: From Introductory To Advanced Concepts And Applica - Scott Menard
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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. Key Features Examines the logistic regression model in detailIllustrates concepts with applied examples to help readers understand how concepts are translated into the logistic regression model 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 Offers unique coverage of path analysis with logistic regression that shows readers how to examine both direct and indirect effects using logistic regression analysis Applies logistic regression analysis to longitudinal panel data, helping students understand the issues in measuring change with dichotomous, nominal, and ordinal dependent variablesShows readers how multilevel change models with logistic regression are different from multilevel growth curve models for continuous interval or ratio-scaled dependent variablesLogistic 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. Scott Menard, Books, Social and Cultural Studies, Logistic Regression: From Introductory To Advanced Concepts And Applica Books>Social and Cultural Studies, Sage Publications

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Logistic Regression: From Introductory to Advanced Concepts and Applications - Menard, Scott William
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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. Key Features Examines the logistic regression model in detailIllustrates concepts with applied examples to help readers understand how concepts are translated into the logistic regression model 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 Offers unique coverage of path analysis with logistic regression that shows readers how to examine both direct and indirect effects using logistic regression analysis Applies logistic regression analysis to longitudinal panel data, helping students understand the issues in measuring change with dichotomous, nominal, and ordinal dependent variablesShows readers how multilevel change models with logistic regression are different from multilevel growth curve models for continuous interval or ratio-scaled dependent variables 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. Logistic Regression: From Introductory to Advanced Concepts and Applications Menard, Scott William, Sage Publications (CA)

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[ED: Buch], [PU: Sage Publications Ltd.], Neuware - Logistic Regression is designed for readers who have a background in statistics at least up to multiple linear regression, who want to analyze dichotomous, nominal, and ordinal dependent variables cross-sectionally and longitudinally. The book begins by showing how logistic regression combines aspects of multiple linear regression and loglinear analysis to overcome problems both techniques have with the analysis of dichotomous dependent variables with continuous predictors. The logistic regression model is then examined in detail, including how to evaluate the overall model and how to evaluate the impact of the different predictors in the model for different types of research questions. Unique to this book is the extensive consideration qualitative (prediction tables) as well as quantitative indices of how well the model predicts the dependent variable. The book then examines what can go wrong with the model and how to detect and correct it the use of logistic regression in path analysis nominal and ordinal dependent variables modifications to the logistic regression model when the cases are not completely independent of one another the use of logistic regression models for longitudinal data with few and with many repeated measurements and alternatives to logistic regression. -, [SC: 0.00], Neuware, gewerbliches Angebot, 244x199x30 mm, [GW: 909g]

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ISBN: 9781412974837

[ED: Buch], [PU: Sage Publications Ltd.], Neuware - Logistic Regression is designed for readers who have a background in statistics at least up to multiple linear regression, who want to analyze dichotomous, nominal, and ordinal dependent variables cross-sectionally and longitudinally. The book begins by showing how logistic regression combines aspects of multiple linear regression and loglinear analysis to overcome problems both techniques have with the analysis of dichotomous dependent variables with continuous predictors. The logistic regression model is then examined in detail, including how to evaluate the overall model and how to evaluate the impact of the different predictors in the model for different types of research questions. Unique to this book is the extensive consideration qualitative (prediction tables) as well as quantitative indices of how well the model predicts the dependent variable. The book then examines what can go wrong with the model and how to detect and correct it the use of logistic regression in path analysis nominal and ordinal dependent variables modifications to the logistic regression model when the cases are not completely independent of one another the use of logistic regression models for longitudinal data with few and with many repeated measurements and alternatives to logistic regression., [SC: 0.00], Neuware, gewerbliches Angebot, 244x199x30 mm, [GW: 909g]

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2009, ISBN: 9781412974837

ID: 10201641

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Details zum Buch
Logistic Regression
Autor:

Menard, Scott

Titel:

Logistic Regression

ISBN-Nummer:

9781412974837

Detailangaben zum Buch - Logistic Regression


EAN (ISBN-13): 9781412974837
ISBN (ISBN-10): 1412974836
Gebundene Ausgabe
Erscheinungsjahr: 2009
Herausgeber: Sage Publications Ltd.
392 Seiten
Gewicht: 0,791 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 02.01.2007 20:50:02
Buch zuletzt gefunden am 01.02.2017 07:12:09
ISBN/EAN: 9781412974837

ISBN - alternative Schreibweisen:
1-4129-7483-6, 978-1-4129-7483-7

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