Download PDF by Karim F. Hirji: Exact Analysis of Discrete Data

By Karim F. Hirji

Researchers in fields starting from biology and drugs to the social sciences, legislation, and economics frequently stumble upon variables which are discrete or express in nature. whereas there is not any dearth of books at the research and interpretation of such info, those as a rule specialise in huge pattern equipment. while pattern sizes aren't huge or the knowledge are another way sparse, distinct methods--methods no longer according to asymptotic theory--are extra actual and accordingly preferable.

This booklet introduces the statistical conception, research equipment, and computation recommendations for specific research of discrete info. After reviewing the suitable discrete distributions, the writer develops the precise equipment from the floor up in a conceptually built-in demeanour. the themes coated variety from univariate discrete info research, a unmarried and a number of other 2 x 2 tables, a unmarried and a number of other 2 x okay tables, prevalence density and inverse sampling designs, unequalled and coupled case -control reports, paired binary and trinomial reaction types, and Markov chain information. whereas such a lot chapters specialize in statistical concept and functions, 3 chapters deal solely with computational concerns. exact labored examples look through the publication, and every bankruptcy contains an intensive challenge set.

Written at an simple to intermediate point, unique research of Discrete info is out there to someone having taken a simple path in information or biostatistics, bringing to them invaluable fabric formerly buried in really expert journals.

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Exact Analysis of Discrete Data by Karim F. Hirji


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