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Hierarchical Bayesian Models

N. Thompson Hobbs and Mevin B. Hooten

in Bayesian Models: A Statistical Primer for Ecologists

Published in print:
2015
Published Online:
October 2017
ISBN:
9780691159287
eISBN:
9781400866557
Item type:
chapter
Publisher:
Princeton University Press
DOI:
10.23943/princeton/9780691159287.003.0006
Subject:
Biology, Ecology

This chapter seeks to explain hierarchical models and how they differ from simple Bayesian models and to illustrate building hierarchical models using mathematically correct expressions. It begins ... More


Characterizing Uncertainty of Future Climate Change Projections using Hierarchical Bayesian Models *

Claudia Tebaldi, Bruno Sansó, and Richard L. Smith

in Bayesian Statistics 9

Published in print:
2011
Published Online:
January 2012
ISBN:
9780199694587
eISBN:
9780191731921
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199694587.003.0021
Subject:
Mathematics, Probability / Statistics

The use of projections from ensembles of climate models to characterize fu ture climate change at regional scales has become the most widely adopted framework, as opposed to what was standard ... More


Bayesian Hierarchical Modeling of Public Health Surveillance Data: A Case Study of Air Pollution and Mortality

Scott L. Zeger, Francesca Dominici, Aidan Mcdermott, and Jonathan M. Samet

in Monitoring the Health of Populations: Statistical Principles and Methods for Public Health Surveillance

Published in print:
2003
Published Online:
September 2009
ISBN:
9780195146493
eISBN:
9780199864928
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195146493.003.0010
Subject:
Public Health and Epidemiology, Public Health, Epidemiology

This chapter illustrates the use of log-linear regression and hierarchical models to estimate the association of daily mortality with acute exposure to particulate air pollution. It focuses on ... More


Afterword: Decision-making

L. A. Paul

in Transformative Experience

Published in print:
2014
Published Online:
December 2014
ISBN:
9780198717959
eISBN:
9780191787409
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198717959.003.0005
Subject:
Philosophy, Metaphysics/Epistemology

This Afterword discusses how problems with transformative experience connect with first personal choosing, limitations on empirical projections, informed consent, rational addiction, indeterminate ... More


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