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The Cox model and its applications [electronic resource]

The Cox model and its applications [electronic resource]

자료유형
E-Book(소장)
개인저자
Nikulin, M. S. (Mikhail Stepanovich). Wu, Hong-Dar Isaac.
서명 / 저자사항
The Cox model and its applications [electronic resource] / Mikhail Nikulin, Hong-Dar Isaac Wu.
발행사항
Berlin ;   Heidelberg :   Springer Berlin Heidelberg :   Imprint: Springer,   2016.  
형태사항
1 online resource (xiii, 124 p.) : ill.
총서사항
SpringerBriefs in statistics,2191-544X
ISBN
9783662493328
요약
This book will be of interest to readers active in the fields of survival analysis, genetics, ecology, biology, demography, reliability and quality control. Since Sir David Cox’s pioneering work in 1972, the proportional hazards model has become the most important model in survival analysis. The success of the Cox model stimulated further studies in semiparametric and nonparametric theories, counting process models, study designs in epidemiology, and the development of many other regression models that could offer more flexible or more suitable approaches in data analysis. Flexible semiparametric regression models are increasingly being used to relate lifetime distributions to time-dependent explanatory variables. Throughout the book, various recent statistical models are developed in close connection with specific data from experimental studies in clinical trials or from observational studies.
일반주기
Title from e-Book title page.  
내용주기
Introduction: Several Classical Data Examples for Survival Analysis -- Elements of Survival Analysis -- The Cox Proportional Hazards Model -- The AFT, GPH, LT, Frailty, and GLPH Models -- Cross-effect Models of Survival Functions -- The Simple Cross-effect Model -- Goodness-of-Fit for the Cox Model -- Remarks on Computations in Parametric and Semiparametric Estimation -- Cox Model for Degradation and Failure Time Data -- References -- Index.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Statistics. Epidemiology. Biostatistics.
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100 1 ▼a Nikulin, M. S. ▼q (Mikhail Stepanovich).
245 1 4 ▼a The Cox model and its applications ▼h [electronic resource] / ▼c Mikhail Nikulin, Hong-Dar Isaac Wu.
260 ▼a Berlin ; ▼a Heidelberg : ▼b Springer Berlin Heidelberg : ▼b Imprint: Springer, ▼c 2016.
300 ▼a 1 online resource (xiii, 124 p.) : ▼b ill.
490 1 ▼a SpringerBriefs in statistics, ▼x 2191-544X
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a Introduction: Several Classical Data Examples for Survival Analysis -- Elements of Survival Analysis -- The Cox Proportional Hazards Model -- The AFT, GPH, LT, Frailty, and GLPH Models -- Cross-effect Models of Survival Functions -- The Simple Cross-effect Model -- Goodness-of-Fit for the Cox Model -- Remarks on Computations in Parametric and Semiparametric Estimation -- Cox Model for Degradation and Failure Time Data -- References -- Index.
520 ▼a This book will be of interest to readers active in the fields of survival analysis, genetics, ecology, biology, demography, reliability and quality control. Since Sir David Cox’s pioneering work in 1972, the proportional hazards model has become the most important model in survival analysis. The success of the Cox model stimulated further studies in semiparametric and nonparametric theories, counting process models, study designs in epidemiology, and the development of many other regression models that could offer more flexible or more suitable approaches in data analysis. Flexible semiparametric regression models are increasingly being used to relate lifetime distributions to time-dependent explanatory variables. Throughout the book, various recent statistical models are developed in close connection with specific data from experimental studies in clinical trials or from observational studies.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Statistics.
650 0 ▼a Epidemiology.
650 0 ▼a Biostatistics.
700 1 ▼a Wu, Hong-Dar Isaac.
830 0 ▼a SpringerBriefs in statistics.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-662-49332-8
945 ▼a KLPA
991 ▼a E-Book(소장)

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