By John M. Lachin
Praise for the 1st Edition
". . . a superb textbook . . . an integral reference for biostatisticians and epidemiologists."
—International Statistical Institute
A new version of the definitive consultant to classical and glossy equipment of biostatistics
Biostatistics contains numerous quantitative strategies which are necessary to the outline and overview of relationships between biologic and clinical phenomena. Biostatistical equipment: The review of Relative dangers, moment Edition develops uncomplicated suggestions and derives an improved array of biostatistical equipment in the course of the software of either classical statistical instruments and extra glossy likelihood-based theories. With its fluid and balanced presentation, the booklet publications readers throughout the vital statistical tools for the evaluate of absolute and relative hazards in epidemiologic reviews and medical trials with specific, count number, and event-time data.
Presenting a wide scope of insurance and the most recent examine at the subject, the writer starts off with specific info research tools for cross-sectional, potential, and retrospective reports of binary, polychotomous, and ordinal info. next chapters current glossy model-based techniques that come with unconditional and conditional logistic regression; Poisson and unfavorable binomial types for count number facts; and the research of event-time info together with the Cox proportional risks version and its generalizations. The e-book now comprises an creation to combined versions with mounted and random results in addition to improved tools for overview of pattern dimension and tool. extra new issues featured during this moment variation include:
- Establishing equivalence and non-inferiority
- Methods for the research of polychotomous and ordinal info, together with matched facts and the Kappa contract index
- Multinomial logistic for polychotomous info and proportional odds types for ordinal data
- Negative binomial versions for count number info as a substitute to the Poisson model
- GEE versions for the research of longitudinal repeated measures and multivariate observations
Throughout the e-book, SAS is applied to demonstrate purposes to various real-world examples and case experiences. A comparable web site gains all of the info utilized in examples and challenge units in addition to the author's SAS routines.
Biostatistical equipment, moment Edition is a superb publication for biostatistics classes on the graduate point. it's also a useful reference for biostatisticians, utilized statisticians, and epidemiologists.
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