Holdings: Applied survival analysis Using R

Applied survival analysis Using R:

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Bibliographic Details
Main Author:	Moore, Dirk F. (Author)
Format:	Electronic eBook
Language:	English
Published:	[Cham] Springer [2016]
Series:	Use R!
Subjects:	Statistics Epidemiology Biostatistics Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistik Biostatistik R > Programm Epidemiologie
Online Access:	BTU01 FHR01 FRO01 TUM01 UBM01 UBT01 UBW01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource (XIV, 226 Seiten, 66 illus., 26 illus. in color)
ISBN:	9783319312453
ISSN:	2197-5736
DOI:	10.1007/978-3-319-31245-3

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Record in the Search Index

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adam_text	APPLIED SURVIVAL ANALYSIS USING R / MOORE, DIRK F. : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION BASIC PRINCIPLES OF SURVIVAL ANALYSIS NONPARAMETRIC SURVIVAL CURVE ESTIMATION NONPARAMETRIC COMPARISON OF SURVIVAL DISTRIBUTIONS REGRESSION ANALYSIS USING THE PROPORTIONAL HAZARDS MODEL MODEL SELECTION AND INTERPRETATION MODEL DIAGNOSTICS TIME DEPENDENT COVARIATES MULTIPLE SURVIVAL OUTCOMES AND COMPETING RISKS PARAMETRIC MODELS SAMPLE SIZE DETERMINATION FOR SURVIVAL STUDIES ADDITIONAL TOPICS REFERENCES APPENDIX A INDEX R PACKAGE INDEX DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. APPLIED SURVIVAL ANALYSIS USING R / MOORE, DIRK F. : 2016 ABSTRACT / INHALTSTEXT APPLIED SURVIVAL ANALYSIS USING R COVERS THE MAIN PRINCIPLES OF SURVIVAL ANALYSIS, GIVES EXAMPLES OF HOW IT IS APPLIED, AND TEACHES HOW TO PUT THOSE PRINCIPLES TO USE TO ANALYZE DATA USING R AS A VEHICLE. SURVIVAL DATA, WHERE THE PRIMARY OUTCOME IS TIME TO A SPECIFIC EVENT, ARISE IN MANY AREAS OF BIOMEDICAL RESEARCH, INCLUDING CLINICAL TRIALS, EPIDEMIOLOGICAL STUDIES, AND STUDIES OF ANIMALS. MANY SURVIVAL METHODS ARE EXTENSIONS OF TECHNIQUES USED IN LINEAR REGRESSION AND CATEGORICAL DATA, WHILE OTHER ASPECTS OF THIS FIELD ARE UNIQUE TO SURVIVAL DATA. THIS TEXT EMPLOYS NUMEROUS ACTUAL EXAMPLES TO ILLUSTRATE SURVIVAL CURVE ESTIMATION, COMPARISON OF SURVIVALS OF DIFFERENT GROUPS, PROPER ACCOUNTING FOR CENSORING AND TRUNCATION, MODEL VARIABLE SELECTION, AND RESIDUAL ANALYSIS.BECAUSE EXPLAINING SURVIVAL ANALYSIS REQUIRES MORE ADVANCED MATHEMATICS THAN MANY OTHER STATISTICAL TOPICS, THIS BOOK IS ORGANIZED WITH BASIC CONCEPTS AND MOST FREQUENTLY USED PROCEDURES COVERED IN EARLIER CHAPTERS, WITH MORE ADVANCED TOPICS NEAR THE END AND IN THE APPENDICES. A BACKGROUND IN BASIC LINEAR REGRESSION AND CATEGORICAL DATA ANALYSIS, AS WELL AS A BASIC KNOWLEDGE OF CALCULUS AND THE R SYSTEM, WILL HELP THE READER TO FULLY APPRECIATE THE INFORMATION PRESENTED. EXAMPLES ARE SIMPLE AND STRAIGHTFORWARD WHILE STILL ILLUSTRATING KEY POINTS, SHEDDING LIGHT ON THE APPLICATION OF SURVIVAL ANALYSIS IN A WAY THAT IS USEFUL FOR GRADUATE STUDENTS, RESEARCHERS, AND PRACTITIONERS IN BIOSTATISTICS.CLEARLY ILLUSTRATES CONCEPTS OF SURVIVAL ANALYSIS PRINCIPLES AND ANALYZES ACTUAL SURVIVAL DATA USING R, IN ADDITION TO INCLUDING AN APPENDIX WITH A BASIC INTRODUCTION TO R ORGANIZED VIA BASIC CONCEPTS AND MOST FREQUENTLY USED PROCEDURES, WITH ADVANCED TOPICS TOWARD THE END OF THE BOOK AND IN APPENDICES INCLUDES MULTIPLE ORIGINAL DATA SETS THAT HAVE NOT APPEARED IN OTHER TEXTBOOKS DIRK F. MOORE IS ASSOCIATE PROFESSOR OF BIOSTATISTICS AT THE RUTGERS SCHOOL OF PUBLIC HEALTH AND THE RUTGERS CANCER INSTITUTE OF NEW JERSEY. HE RECEIVED A PH.D. IN BIOSTATISTICS FROM THE UNIVERSITY OF WASHINGTON IN SEATTLE AND, PRIOR TO JOINING RUTGERS, WAS A FACULTY MEMBER IN THE STATISTICS DEPARTMENT AT TEMPLE UNIVERSITY. HE HAS PUBLISHED NUMEROUS PAPERS ON THE THEORY AND APPLICATION OF SURVIVAL ANALYSIS AND OTHER BIOSTATISTICS METHODS TO CLINICAL TRIALS AND EPIDEMIOLOGY STUDIES DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spelling	Moore, Dirk F. Verfasser aut Applied survival analysis Using R Dirk F. Moore [Cham] Springer [2016] © 2016 1 Online-Ressource (XIV, 226 Seiten, 66 illus., 26 illus. in color) txt rdacontent c rdamedia cr rdacarrier Use R! 2197-5736 Statistics Epidemiology Biostatistics Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistik Biostatistik (DE-588)4729990-3 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Epidemiologie (DE-588)4015016-1 gnd rswk-swf Epidemiologie (DE-588)4015016-1 s Biostatistik (DE-588)4729990-3 s R Programm (DE-588)4705956-4 s 1\p DE-604 Erscheint auch als Druckausgabe 978-3-319-31243-9 https://doi.org/10.1007/978-3-319-31245-3 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994210&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994210&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
spellingShingle	Moore, Dirk F. Applied survival analysis Using R Statistics Epidemiology Biostatistics Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistik Biostatistik (DE-588)4729990-3 gnd R Programm (DE-588)4705956-4 gnd Epidemiologie (DE-588)4015016-1 gnd
subject_GND	(DE-588)4729990-3 (DE-588)4705956-4 (DE-588)4015016-1
title	Applied survival analysis Using R
title_auth	Applied survival analysis Using R
title_exact_search	Applied survival analysis Using R
title_full	Applied survival analysis Using R Dirk F. Moore
title_fullStr	Applied survival analysis Using R Dirk F. Moore
title_full_unstemmed	Applied survival analysis Using R Dirk F. Moore
title_short	Applied survival analysis Using R
title_sort	applied survival analysis using r
topic	Statistics Epidemiology Biostatistics Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistik Biostatistik (DE-588)4729990-3 gnd R Programm (DE-588)4705956-4 gnd Epidemiologie (DE-588)4015016-1 gnd
topic_facet	Statistics Epidemiology Biostatistics Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistik Biostatistik R Programm Epidemiologie
url	https://doi.org/10.1007/978-3-319-31245-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994210&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994210&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT mooredirkf appliedsurvivalanalysisusingr

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