Store besparelser
Hurtig levering
Gemte
Log ind
0
Kurv
Kurv
Regression Methods in Biostatistics
- Linear, Logistic, Survival, and Repeated Measures Models
Engelsk Hardback
Regression Methods in Biostatistics
- Linear, Logistic, Survival, and Repeated Measures Models
Engelsk Hardback

1.243 kr
Tilføj til kurv
Sikker betaling
6 - 8 hverdage

Om denne bog

This new book provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics: linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, repeated-measures models for longitudinal and hierarchical outcomes, and generalized linear models for counts and other outcomes.

Treating these topics together takes advantage of all they have in common. The authors point out the many-shared elements in the methods they present for selecting, estimating, checking, and interpreting each of these models. They also show that these regression methods deal with confounding, mediation, and interaction of causal effects in essentially the same way.

The examples, analyzed using Stata, are drawn from the biomedical context but generalize to other areas of application. While a first course in statistics is assumed, a chapter reviewing basic statistical methods is included. Some advanced topics are covered but the presentation remains intuitive. A brief introduction to regression analysis of complex surveys and notes for further reading are provided.

Product detaljer
Sprog:
Engelsk
Sider:
509
ISBN-13:
9781461413523
Indbinding:
Hardback
Udgave:
ISBN-10:
1461413524
Udg. Dato:
1 sep 2011
Længde:
36mm
Bredde:
166mm
Højde:
238mm
Forlag:
Springer-Verlag New York Inc.
Oplagsdato:
1 sep 2011
Kategori sammenhænge