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Bayesian Statistics and Linear Regression

Luc Bauwens, Michel Lubrano, and Jean-François Richard

in Bayesian Inference in Dynamic Econometric Models

Published in print:
2000
Published Online:
September 2011
ISBN:
9780198773122
eISBN:
9780191695315
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198773122.003.0002
Subject:
Economics and Finance, Econometrics

This chapter presents the basic concepts and tools that are useful for modelling and for Bayesian inference. It defines density kernels useful for simplifying notation and computations and explains ... More


Biostatistics: the near future

Scott Zeger, Peter Diggle, and Kung-Yee Liang

in Celebrating Statistics: Papers in honour of Sir David Cox on his 80th birthday

Published in print:
2005
Published Online:
September 2007
ISBN:
9780198566540
eISBN:
9780191718038
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198566540.003.0009
Subject:
Mathematics, Probability / Statistics

This chapter reviews the biomedical and public health developments that will influence biostatistical research and practice in the near future, such as advances in molecular biology, and measuring ... More


Bayesianism—its Scope and Limits

Elliott Sober

in Bayes's Theorem

Published in print:
2005
Published Online:
January 2012
ISBN:
9780197263419
eISBN:
9780191734175
Item type:
chapter
Publisher:
British Academy
DOI:
10.5871/bacad/9780197263419.003.0002
Subject:
Philosophy, Logic/Philosophy of Mathematics

This chapter discusses the scope and limits of Bayesianism. The first topics discussed are the math and philosophy embedded in Bayesianism and the standard objection to Bayesianism. The concept of ... More


Evidence Functions and the Optimality of the Law of Likelihood

Subhash R. Lele

in The Nature of Scientific Evidence: Statistical, Philosophical, and Empirical Considerations

Published in print:
2004
Published Online:
February 2013
ISBN:
9780226789552
eISBN:
9780226789583
Item type:
chapter
Publisher:
University of Chicago Press
DOI:
10.7208/chicago/9780226789583.003.0007
Subject:
Biology, Ecology

This chapter formulates a class of functions, called evidence functions, which may be used to characterize the strength of evidence for one hypothesis over a competing hypothesis. It shows that the ... More


The Nature of Scientific Evidence: A Forward-Looking Synthesis

Mark L. Taper and Subhash R. Lele

in The Nature of Scientific Evidence: Statistical, Philosophical, and Empirical Considerations

Published in print:
2004
Published Online:
February 2013
ISBN:
9780226789552
eISBN:
9780226789583
Item type:
chapter
Publisher:
University of Chicago Press
DOI:
10.7208/chicago/9780226789583.003.0016
Subject:
Biology, Ecology

A method that has proved extremely successful in the history of science is to take ideas about how nature works, whether obtained deductively or inductively, and translate them into quantitative ... More


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