عنوان
پدید آورنده
موضوع
رده
QA276 .C665 1998
QA276
.
C665
1998
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1315137437
(Number (ISBN
9781315137438
Erroneous ISBN
1351466615
Erroneous ISBN
9781351466615
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Analysis of survival data /
General Material Designation
[Book]
First Statement of Responsibility
D.R. Cox, D. Oakes.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton, FL :
Name of Publisher, Distributor, etc.
CRC Press,
Date of Publication, Distribution, etc.
1998.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource
SERIES
Series Title
Monographs on statistics and applied probability ;
Volume Designation
21
GENERAL NOTES
Text of Note
10.6 Tests for equality of marginal distribution.
Text of Note
Originally published by Chapman & Hall; first edition 1984.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Cover; Title Page; Copyright Page; Table of Contents; Preface; 1: The scope of survival analysis; 1.1 Introduction; 1.2 The definition of failure times; 1.3 Censoring; 1.4 Other methods of analysis; 1.5 Some examples; 1.6 Computing; Bibliographic notes, 1; Further results and exercises, 1; 2: Distributions of failure time; 2.1 Introduction; 2.2 Hazard function; 2.3 Some special distributions; 2.4 Comparison of distributions; Bibliographic notes, 2; Further results and exercises, 2; 3: Parametric statistical analysis: single sample; 3.1 Introduction; 3.2 The likelihood function.
Text of Note
3.3 Likelihood theory: general considerations3.4 Exponentially distributed failure times; 3.5 Proportional hazards family; 3.6 Likelihood estimation for the Weibull distribution; 3.7 A test for exponentiality; Bibliographic notes, 3; Further results and exercises, 3; 4: Single-sample nonparametric methods; 4.1 Introduction; 4.2 Product-limit estimator; 4.3 Greenwood's formula; 4.4 Actuarial estimator; 4.5 Cumulative hazard estimators: goodness of fit; 4.6 Bayesian nonparametric methods; Bibliographic notes, 4; Further results and exercises, 4.
Text of Note
5: Dependence on explanatory variables: model formulation5.1 Introduction; 5.2 Accelerated life model; 5.3 Proportional hazards model; 5.4 Nonmultiplicative hazard-based model; 5.5 Transferred origin model; 5.6 Accelerated onset model; 5.7 Treatments with a transient effect; 5.8 Discussion; Bibliographic notes, 5; Further results and exercises, 5; 6: Fully parametric analysis of dependency; 6.1 Introduction; 6.2 Exponential distribution; 6.3 Accelerated life model; 6.4 Proportional hazards model; 6.5 Sensitivity analysis; 6.6 Some less formal methods; Bibliographic notes, 6.
Text of Note
8.7 Rank tests and the accelerated life model8.8 Sampling the risk set; 8.9 An example; Bibliographic notes, 8; Further results and exercises, 8; 9: Several types of failure; 9.1 Introduction; 9.2 Some key relations; 9.3 Statistical analysis for independent competing risks; 9.4 Proportional hazards; 9.5 Marked failures; Bibliographic notes, 9; Further results and exercises, 9; 10: Bivariate survivor functions; 10.1 Introduction; 10.2 A 'shock' model; 10.3 A continuous bivariate survival model; 10.4 Testing for independence; 10.5 Nonparametric estimation.
Text of Note
Further results and exercises, 67: Proportional hazards model; 7.1 Introduction; 7.2 The likelihood function; 7.3 The derivatives of the log likelihood; 7.4 Log linear hazards; 7.5 An example; 7.6 Discrete failure times: ties; 7.7 The two-sample problem; 7.8 Estimation of baseline functions: goodness of fit; Bibliographic notes, 7; Further results and exercises, 7; 8: Time-dependent covariates; 8.1 Introduction; 8.2 Some applications of time-dependent covariates; 8.3 The likelihood function; 8.4 Partial likelihood; 8.5 Efficiency comparisons with fully parametric models; 8.6 Two-sample tests.
0
8
8
8
8
SUMMARY OR ABSTRACT
Text of Note
This monograph contains many ideas on the analysis of survival data to present a comprehensive account of the field. The value of survival analysis is not confined to medical statistics, where the benefit of the analysis of data on such factors as life expectancy and duration of periods of freedom from symptoms of a disease as related to a treatment applied individual histories and so on, is obvious. The techniques also find important applications in industrial life testing and a range of subjects from physics to econometrics. In the eleven chapters of the book the methods and applications of are discussed and illustrated by examples.
OTHER EDITION IN ANOTHER MEDIUM
Title
Analysis of Survival Data.
International Standard Book Number
9780412244902
TOPICAL NAME USED AS SUBJECT
Failure time data analysis.
Failure time data analysis.
MATHEMATICS-- Applied.
MATHEMATICS-- Probability & Statistics-- General.
(SUBJECT CATEGORY (Provisional
MAT-- 003000
MAT-- 029000
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA276
Book number
.
C665
1998
PERSONAL NAME - PRIMARY RESPONSIBILITY
Cox, D. R., (David Roxbee)
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Oakes, David, (Statistician)
ORIGINATING SOURCE
Date of Transaction
20200822170927.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
