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Introduction to WinBUGS for Ecologists

Introduction to WinBUGS for Ecologists

Bayesian Approach to Regression, ANOVA, Mixed Models and Related Analyses

by Marc Kery
Paperback
Publication Date: 17/06/2010

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Chapter One: Introduction


Chapter Two: Principles of Bayesi an Statistics


Chapter Three: WinBUGS (and a little bit on R)
Chapter Four: A First Session in WinBUGS: The 'Model of the Mea n'


Chapter Five: Running WinBUGS from R via R2WinBUGS


< P>Chapter Six: Key Components of Generalized Linear Models: Statistical Distributions and the Linear Predictor


Chapter Seven: T-Test: Equal and Unequal Variance


Chapter Eight: Normal Linear Regres sion


Chapter Nine: Normal One-Way ANOVA


Chapter Ten: Interaction


Chapter Eleven: General Linear Model (ANCOVA)


Chapter Twelve: Linear Mixed-Effects Model


Chapter Thir teen: Introduction to the Generalized Linear Model (GLM): Poisson T-Test


Chapter Fourteen: Over dispersion and Offsets in the GLM

< br>Chapter Fifteen: Poisson ANCOVA


Chapter Sixteen: Poisson Mixed-Effects Model (Poisson GLMM)


Chapter Seventeen: Binomia l T-Test


Chapter Eighteen: Binomial ANCOVA


Chapter N ineteen: Binomial Mixed-Effects Model (Binomial GLMM)


Chapter
ISBN:
9780123786050
9780123786050
Category:
Ecological science
Format:
Paperback
Publication Date:
17-06-2010
Language:
English
Publisher:
Elsevier Science Publishing Co Inc
Country of origin:
United States
Pages:
320
Dimensions (mm):
229x152x20mm
Weight:
0.75kg

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