Statistical models in epidemiology /:
This self-contained account of the statistical basis of epidemiology has been written for those with a basic training in biology. No previous knowledge of the subject is assumed and mathematics is deliberately kept at a manageable level. Based on a highly successful course, this book explains the es...
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Oxford :
Oxford University Press,
2013.
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Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | This self-contained account of the statistical basis of epidemiology has been written for those with a basic training in biology. No previous knowledge of the subject is assumed and mathematics is deliberately kept at a manageable level. Based on a highly successful course, this book explains the essential statistics for all epidemiologists. |
Beschreibung: | Includes index. |
Beschreibung: | 1 online resource |
Bibliographie: | Includes bibliographical references (pages 346-347) and index. |
ISBN: | 9780191650901 0191650900 9780191650918 0191650919 |
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author | Clayton, David, 1944- |
author2 | Hills, Michael |
author2_role | |
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author_GND | http://id.loc.gov/authorities/names/n93801443 |
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contents | Cover; Title Page; Copyright Page; Preface; Contents; I Probability models and likelihood; 1 Probability models; 2 Conditional probability models; 3 Likelihood; 4 Consecutive follow-up intervals; 5 Rates; 6 Time; 7 Competing risks and selection; 8 The Gaussian probability model; 9 Approximate likelihoods; 10 Likelihood, probability, and confidence; 11 Null hypotheses and p-values; 12 Small studies; 13 Likelihoods for the rate ratio; 14 Confounding and standardization; 15 Comparison of rates within strata; 16 Case-control studies; 17 Likelihoods for the odds ratio. 18 Comparison of odds within strata19 Individually matched case-control studies; 20 Tests for trend; 21 The size of investigations; II Regression models; 22 Introduction to regression models; 23 Poisson and logistic regression; 24 Testing hypotheses; 25 Models for dose-response; 26 More about interaction; 27 Choice and interpretation of models; 28 Additivity and synergism; 29 Conditional logistic regression; 30 Cox's regression analysis; 31 Time-varying explanatory variables; 32 Three examples; 33 Nested case-control studies; 34 Gaussian regression models; 35 Postscript; III Appendices. A Exponentials and logarithmsB Some basic calculus; C Approximate profile likelihoods; D Table of the chi-squared distribution; Index; Footnotes. |
ctrlnum | (OCoLC)859537219 |
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discipline | Medizin |
format | Electronic eBook |
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spelling | Clayton, David, 1944- https://id.oclc.org/worldcat/entity/E39PCjKFdFjrFxtrrjrkqCFGRC http://id.loc.gov/authorities/names/n93801443 Statistical models in epidemiology / David Clayton, Michael Hills. Oxford : Oxford University Press, 2013. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes index. Print version record. Cover; Title Page; Copyright Page; Preface; Contents; I Probability models and likelihood; 1 Probability models; 2 Conditional probability models; 3 Likelihood; 4 Consecutive follow-up intervals; 5 Rates; 6 Time; 7 Competing risks and selection; 8 The Gaussian probability model; 9 Approximate likelihoods; 10 Likelihood, probability, and confidence; 11 Null hypotheses and p-values; 12 Small studies; 13 Likelihoods for the rate ratio; 14 Confounding and standardization; 15 Comparison of rates within strata; 16 Case-control studies; 17 Likelihoods for the odds ratio. 18 Comparison of odds within strata19 Individually matched case-control studies; 20 Tests for trend; 21 The size of investigations; II Regression models; 22 Introduction to regression models; 23 Poisson and logistic regression; 24 Testing hypotheses; 25 Models for dose-response; 26 More about interaction; 27 Choice and interpretation of models; 28 Additivity and synergism; 29 Conditional logistic regression; 30 Cox's regression analysis; 31 Time-varying explanatory variables; 32 Three examples; 33 Nested case-control studies; 34 Gaussian regression models; 35 Postscript; III Appendices. A Exponentials and logarithmsB Some basic calculus; C Approximate profile likelihoods; D Table of the chi-squared distribution; Index; Footnotes. Includes bibliographical references (pages 346-347) and index. This self-contained account of the statistical basis of epidemiology has been written for those with a basic training in biology. No previous knowledge of the subject is assumed and mathematics is deliberately kept at a manageable level. Based on a highly successful course, this book explains the essential statistics for all epidemiologists. Epidemiology Statistical methods. Epidemiology. http://id.loc.gov/authorities/subjects/sh85044373 Models, Statistical Epidemiology Épidémiologie Méthodes statistiques. Épidémiologie. MEDICAL Forensic Medicine. bisacsh MEDICAL Preventive Medicine. bisacsh MEDICAL Public Health. bisacsh Epidemiology fast Epidemiology Statistical methods fast Hills, Michael. has work: Statistical models in epidemiology (Text) https://id.oclc.org/worldcat/entity/E39PCGctVFY7FRjrrK3xTP43Xq https://id.oclc.org/worldcat/ontology/hasWork Print version: Clayton, David, 1944- Statistical models in epidemiology 9780199671182 (OCoLC)811729044 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=646814 Volltext |
spellingShingle | Clayton, David, 1944- Statistical models in epidemiology / Cover; Title Page; Copyright Page; Preface; Contents; I Probability models and likelihood; 1 Probability models; 2 Conditional probability models; 3 Likelihood; 4 Consecutive follow-up intervals; 5 Rates; 6 Time; 7 Competing risks and selection; 8 The Gaussian probability model; 9 Approximate likelihoods; 10 Likelihood, probability, and confidence; 11 Null hypotheses and p-values; 12 Small studies; 13 Likelihoods for the rate ratio; 14 Confounding and standardization; 15 Comparison of rates within strata; 16 Case-control studies; 17 Likelihoods for the odds ratio. 18 Comparison of odds within strata19 Individually matched case-control studies; 20 Tests for trend; 21 The size of investigations; II Regression models; 22 Introduction to regression models; 23 Poisson and logistic regression; 24 Testing hypotheses; 25 Models for dose-response; 26 More about interaction; 27 Choice and interpretation of models; 28 Additivity and synergism; 29 Conditional logistic regression; 30 Cox's regression analysis; 31 Time-varying explanatory variables; 32 Three examples; 33 Nested case-control studies; 34 Gaussian regression models; 35 Postscript; III Appendices. A Exponentials and logarithmsB Some basic calculus; C Approximate profile likelihoods; D Table of the chi-squared distribution; Index; Footnotes. Epidemiology Statistical methods. Epidemiology. http://id.loc.gov/authorities/subjects/sh85044373 Models, Statistical Epidemiology Épidémiologie Méthodes statistiques. Épidémiologie. MEDICAL Forensic Medicine. bisacsh MEDICAL Preventive Medicine. bisacsh MEDICAL Public Health. bisacsh Epidemiology fast Epidemiology Statistical methods fast |
subject_GND | http://id.loc.gov/authorities/subjects/sh85044373 |
title | Statistical models in epidemiology / |
title_auth | Statistical models in epidemiology / |
title_exact_search | Statistical models in epidemiology / |
title_full | Statistical models in epidemiology / David Clayton, Michael Hills. |
title_fullStr | Statistical models in epidemiology / David Clayton, Michael Hills. |
title_full_unstemmed | Statistical models in epidemiology / David Clayton, Michael Hills. |
title_short | Statistical models in epidemiology / |
title_sort | statistical models in epidemiology |
topic | Epidemiology Statistical methods. Epidemiology. http://id.loc.gov/authorities/subjects/sh85044373 Models, Statistical Epidemiology Épidémiologie Méthodes statistiques. Épidémiologie. MEDICAL Forensic Medicine. bisacsh MEDICAL Preventive Medicine. bisacsh MEDICAL Public Health. bisacsh Epidemiology fast Epidemiology Statistical methods fast |
topic_facet | Epidemiology Statistical methods. Epidemiology. Models, Statistical Epidemiology Épidémiologie Méthodes statistiques. Épidémiologie. MEDICAL Forensic Medicine. MEDICAL Preventive Medicine. MEDICAL Public Health. Epidemiology Statistical methods |
url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=646814 |
work_keys_str_mv | AT claytondavid statisticalmodelsinepidemiology AT hillsmichael statisticalmodelsinepidemiology |