Survival Analysis: Techniques for Censored and Truncated Data (Statistics for Biology and Health)

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Survival Analysis: Techniques for Censored and Truncated Data (Statistics for Biology and Health)

Survival Analysis: Techniques for Censored and Truncated Data (Statistics for Biology and Health)

Yazar	: John P. Klein Melvin L. Moeschberger
Yayınevi	: Springer
ISBN	: 9780387953991
Baskı yılı	: 2005
Sayfa sayısı	: 554
Ağırlık	: 5.92 kg
Stok durumu	: Var Stok detayları
Kargoya teslim	: Aynı gün kargo

Applied statisticians in many fields frequently analyze time-to-event data. While the statistical tools presented in this book are applicable to data from medicine, biology, public health, epidemiology, engineering, economics and demography, the focus here is on applications of the techniques to biology and medicine. The analysis of survival experiments is complicated by issues of censoring and truncation. The use of counting process methodology has allowed for substantial advances in the statistical theory to account for censoring and truncation in survival experiments. This book makes these complex techniques accessible to applied researchers without the advanced mathematical background. The authors present the essentials of these techniques, as well as classical techniques not based on counting processes, and apply them to data. The second edition contains some new material as well as solutions to the odd-numbered revised exercises. New material consists of a discussion of summary statistics for competing risks probabilities in Chapter 2 and the estimation process for these probabilities in Chapter 4. A new section on tests of the equality of survival curves at a fixed point in time is added in Chapter 7. In Chapter 8, an expanded discussion is presented on how to code covariates and a new section on discretizing a continuous covariate is added. A new section on Lin and Yings additive hazards regression model is presented in Chapter 10. We now proceed to a general discussion of the usefulness of this book incorporating the new material with that of the first edition.

	Preface
Ch. 1	Examples of Survival Data	1
	Remission Duration from a Clinical Trial for Acute Leukemia	2
	Bone Marrow Transplantation for Leukemia	3
	Times to Infection of Kidney Dialysis Patients	6
	Times to Death for a Breast-Cancer Trial	7
	Times to Infection for Burn Patients	8
	Death Times of Kidney Transplant Patients	8
	Death Times of Male Laryngeal Cancer Patients	9
	Autologous and Allogeneic Bone Marrow Transplants	10
	Bone Marrow Transplants for Hodgkins and Non-Hodgkins Lymphoma	11
	Times to Death for Patients with Cancer of the Tongue	12
	Times to Reinfection for Patients with Sexually Transmitted Diseases	13
	Time to Hospitalized Pneumonia in Young Children	14
	Times to Weaning of Breast-Fed Newborns	14
	Death Times of Psychiatric Patients	15
	Death Times of Elderly Residents of a Retirement Community	16
	Time of First Use of Marijuana	17
	Time to Cosmetic Deterioration of Breast Cancer Patients	18
	Time to AIDS	19
Ch. 2	Basic Quantities and Models	21
	The Survival Function	22
	The Hazard Function	27
	The Mean Residual Life Function and Median Life	32
	Common Parametric Models for Survival Data	36
	Regression Models for Survival Data	45
	Models for Competing Risks	50
	More...

Axess
Taksit	Taksit Tutarı	Toplam Tutar
Tek çekim	-	7379.86 TL
2 ay	3819.08 TL	7638.15 TL
3 ay	2595.25 TL	7785.75 TL
6 ay	1383.72 TL	8302.34 TL
9 ay	983.98 TL	8855.83 TL
12 ay	796.41 TL	9556.91 TL

cardFinans
Taksit	Taksit Tutarı	Toplam Tutar
Tek çekim	-	7379.86 TL
2 ay	3819.08 TL	7638.15 TL
3 ay	2595.25 TL	7785.75 TL
6 ay	1383.72 TL	8302.34 TL
9 ay	983.98 TL	8855.83 TL
12 ay	796.41 TL	9556.91 TL

Bonus
Taksit	Taksit Tutarı	Toplam Tutar
Tek çekim	-	7379.86 TL
2 ay	3819.08 TL	7638.15 TL
3 ay	2595.25 TL	7785.75 TL
6 ay	1383.72 TL	8302.34 TL
9 ay	983.98 TL	8855.83 TL
12 ay	796.41 TL	9556.91 TL

World
Taksit	Taksit Tutarı	Toplam Tutar
Tek çekim	-	7379.86 TL
2 ay	3819.08 TL	7638.15 TL
3 ay	2595.25 TL	7785.75 TL
6 ay	1383.72 TL	8302.34 TL
9 ay	983.98 TL	8855.83 TL
12 ay	796.41 TL	9556.91 TL

Maximum
Taksit	Taksit Tutarı	Toplam Tutar
Tek çekim	-	7379.86 TL
2 ay	3819.08 TL	7638.15 TL
3 ay	2595.25 TL	7785.75 TL
6 ay	1383.72 TL	8302.34 TL
9 ay	983.98 TL	8855.83 TL
12 ay	796.41 TL	9556.91 TL

Paraf
Taksit	Taksit Tutarı	Toplam Tutar
Tek çekim	-	7379.86 TL
2 ay	3819.08 TL	7638.15 TL
3 ay	2595.25 TL	7785.75 TL
6 ay	1383.72 TL	8302.34 TL
9 ay	983.98 TL	8855.83 TL
12 ay	796.41 TL	9556.91 TL