Holdings: Logistic regression

Logistic regression: a primer

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Bibliographic Details
Main Author:	Pampel, Fred C. (Author)
Format:	Book
Language:	English
Published:	Thousand Oaks [u.a.] Sage Publ. [20]06
Edition:	[Nachdr.]
Series:	Series 132
Subjects:	Logit-Modell Regressionsanalyse Mathematische Logik Logistische Verteilung
Online Access:	Inhaltsverzeichnis
Physical Description:	VII, 86 S. graph. Darst.
ISBN:	0761920102

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adam_text	Titel: Logistic regression Autor: Pampel, Fred C Jahr: 2006 CONTENTS Series Editor s Introduction v Preface vii 1. The Logic of Logistic Regression 1 Regression with a Dummy Dependent Variable 1 Transforming Probabilities into Logits 10 Linearizing the Nonlinear 14 Summary 18 2. Interpreting Logistic Regression Coefficients 18 Logged Odds 19 Odds 21 Probabilities 23 Tests of Significance 30 Standardized Coefficients 32 An Example 35 Summary 39 3. Estimation and Model Fit 39 Maximum Likelihood Estimation 40 Log Likelihood Function 43 Estimation 44 Tests of Significance Using Log Likelihood Values 45 Model Evaluation 48 An Example 51 Summary 53 4. Probit Analysis 54 Another Way to Linearize the Nonlinear 54 Probit Analysis 58 Interpreting the Coefficients 60 Maximum Likelihood Estimation 64 An Example 65 Summary 68 5. Conclusion 68 Notes 71 Appendix: Logarithms 74 The Logic of Logarithms 74 Properties of Logarithms 76 Natural Logarithms 79 Summary 82 References 83 About the Author 85 Acknowledgments 86
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physical	VII, 86 S. graph. Darst.
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spelling	Pampel, Fred C. Verfasser (DE-588)170143953 aut Logistic regression a primer Fred C. Pampel [Nachdr.] Thousand Oaks [u.a.] Sage Publ. [20]06 VII, 86 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Series: Quantitative applications in the social sciences 132 Sage university papers Logit-Modell (DE-588)4230396-5 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Mathematische Logik (DE-588)4037951-6 gnd rswk-swf Logistische Verteilung (DE-588)4299453-6 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 s Logistische Verteilung (DE-588)4299453-6 s DE-188 Logit-Modell (DE-588)4230396-5 s Mathematische Logik (DE-588)4037951-6 s 1\p DE-604 Series Quantitative applications in the social sciences 132 (DE-604)BV000005102 132 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022115822&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
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subject_GND	(DE-588)4230396-5 (DE-588)4129903-6 (DE-588)4037951-6 (DE-588)4299453-6
title	Logistic regression a primer
title_auth	Logistic regression a primer
title_exact_search	Logistic regression a primer
title_full	Logistic regression a primer Fred C. Pampel
title_fullStr	Logistic regression a primer Fred C. Pampel
title_full_unstemmed	Logistic regression a primer Fred C. Pampel
title_short	Logistic regression
title_sort	logistic regression a primer
title_sub	a primer
topic	Logit-Modell (DE-588)4230396-5 gnd Regressionsanalyse (DE-588)4129903-6 gnd Mathematische Logik (DE-588)4037951-6 gnd Logistische Verteilung (DE-588)4299453-6 gnd
topic_facet	Logit-Modell Regressionsanalyse Mathematische Logik Logistische Verteilung
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022115822&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV000005102
work_keys_str_mv	AT pampelfredc logisticregressionaprimer

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