By Kenneth P. Burnham

A special and complete textual content at the philosophy of model-based info research and process for the research of empirical facts. The ebook introduces details theoretic techniques and focuses severe cognizance on a priori modeling and the choice of an outstanding approximating version that top represents the inference supported through the information. It comprises numerous new techniques to estimating version choice uncertainty and incorporating choice uncertainty into estimates of precision. An array of examples is given to demonstrate a number of technical matters. The textual content has been written for biologists and statisticians utilizing versions for making inferences from empirical information.

Show description

Read Online or Download Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach PDF

Similar Biostatistics books

Applied Statistical Genetics with R: For Population-based Association Studies (Use R!)

Statistical genetics has develop into a center direction in lots of graduate courses in public well-being and medication. This booklet offers basic thoughts and rules during this rising box at a degree that's obtainable to scholars and researchers with a primary path in biostatistics. broad examples are supplied utilizing publicly to be had info and the open resource, statistical computing atmosphere, R.

Spatial and Syndromic Surveillance for Public Health

Following the occasions of 9-11 and within the present international weather, there's expanding challenge of the influence of power bioterrorism assaults. Spatial surveillance platforms are used to discover alterations in public healthiness info, and alert us to attainable outbreaks of illness, both from common assets or from bioterrorism assaults.

Applied Longitudinal Analysis

Compliment for the 1st version ". . . [this publication] will be at the shelf of all people attracted to . . . longitudinal facts research. " —Journal of the yank Statistical organization positive factors newly built themes and purposes of the research of longitudinal information utilized Longitudinal research, moment version offers glossy tools for interpreting information from longitudinal reports and now positive factors the newest state of the art options.

Medical Statistics at a Glance Workbook

This entire workbook features a number of self-assessment tools that permit readers to check their statistical wisdom, placed it into perform, and practice it in a scientific context, whereas additionally delivering information while seriously appraising released literature. it truly is designed to help the best-selling 3rd version of clinical records at a look, to which it really is absolutely cross-referenced, yet can be used independently of it.

Additional info for Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

Show sample text content

Rated 4.69 of 5 – based on 27 votes