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selvin steve - statistical analysis of epidemiologic data

Statistical Analysis of Epidemiologic Data




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 06/2004
Edizione: 3° edizione





Trama

Analytic procedures suitable for the study of human disease are scattered throughout the statistical and epidemiologic literature. Explanations of their properties are frequently presented in mathematical and theoretical language. This well-established text gives readers a clear understanding
of the statistical methods that are widely used in epidemiologic research without depending on advanced mathematical or statistical theory. By applying these methods to actual data, Selvin reveals the strengths and weaknesses of each analytic approach. He combines techniques from the fields of
statistics, biostatistics, demography and epidemiology to present a comprehensive overview that does not require computational details of the statistical techniques described.
For the Third Edition, Selvin took out some old material (e.g. the section on rarely used cross-over designs) and added new material (e.g. sections on frequently used contingency table analysis). Throughout the text he enriched existing discussions with new elements, including the analysis of
multi-level categorical data and simple, intuitive arguments that exponential survival times cause the hazard function to be constant. He added a dozen new applied examples to illustrate such topics as the pitfalls of proportional mortality data, the analysis of matched pair categorical data, and
the age-adjustment of mortality rates based on statistical models. The most important new feature is a chapter on Poisson regression analysis. This essential statistical tool permits the multivariable analysis of rates, probabilities and counts.




Sommario

1 - Measures of Risk: Rates and Probabilities
2 - Variation and Bias
3 - Statistical Power and Sample Size Calculations
4 - Cohort Data: Description and Illustration
5 - Spatial Data: Analysis and Estimation
6 - The 2 x k Table and the 2 x 2 x 2 Table
7 - The Analysis of Contingency Table Data: Logistic Model I
8 - The Analysis of Binary Data: Logistic Model II
9 - The Analysis of Count Data: Poisson Model
10 - The Analysis of Matched Data: Three Approaches
11 - Life Table Analysis: An Introduction
12 - Survival Data: Estimation of Risk
13 - Survival Data: Proportional Hazard Model
A - Description of the WCGS data set
B - Binomial and Poisson distributions
C - The odds ratio and its properties
D - Partitioning the chi-square statistic
E - Maximum likelihood estimation and likelihood functions
F - Problems










Altre Informazioni

ISBN:

9780195172805

Condizione: Nuovo
Collana: Monographs in Epidemiology and Biostatistics
Dimensioni: 242 x 32.0 x 162 mm Ø 847 gr
Formato: Copertina rigida
Illustration Notes:numerous line drawings and tables
Pagine Arabe: 506


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