Logistic regression: a primer
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Thousand Oaks [u.a.]
Sage Publ.
[20]06
|
| Ausgabe: | [Nachdr.] |
| Schriftenreihe: | Series
132 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | VII, 86 S. graph. Darst. |
| ISBN: | 0761920102 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804145143366811648 |
|---|---|
| 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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| id | DE-604.BV026553241 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T23:14:46Z |
| institution | BVB |
| isbn | 0761920102 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-022115822 |
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| physical | VII, 86 S. graph. Darst. |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | Sage Publ. |
| record_format | marc |
| series | Series |
| series2 | Series: Quantitative applications in the social sciences Sage university papers |
| 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 |
| spellingShingle | Pampel, Fred C. Logistic regression a primer Series 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 |
| 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 |
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