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Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data

Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data

Ludwig Fahrmeir and Thomas Kneib

Published in print:
2011
Published Online:
September 2011
ISBN:
9780199533022
eISBN:
9780191728501
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199533022.001.0001
Subject:
Mathematics, Probability / Statistics, Biostatistics

Several recent advances in smoothing and semiparametric regression are presented in this book from a unifying, Bayesian perspective. Simulation-based full Bayesian Markov chain Monte Carlo (MCMC) ... More

Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics

Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics

Raphaël Mourad (ed.)

Published in print:
2014
Published Online:
December 2014
ISBN:
9780198709022
eISBN:
9780191779619
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198709022.001.0001
Subject:
Mathematics, Probability / Statistics, Biostatistics

At the crossroads between statistics and machine learning, probabilistic graphical models provide a powerful formal framework to model complex data. Probabilistic graphical models are probabilistic ... More

Statistics and Informatics in Molecular Cancer Research

Statistics and Informatics in Molecular Cancer Research

Carsten Wiuf and Claus L. Andersen (eds)

Published in print:
2009
Published Online:
September 2009
ISBN:
9780199532872
eISBN:
9780191714467
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199532872.001.0001
Subject:
Mathematics, Probability / Statistics, Biostatistics

This book discusses novel advances in informatics and statistics in molecular cancer research. Through eight chapters it discusses specific topics in cancer research, talks about how the topics give ... More

Statistics and Scientific MethodAn Introduction for Students and Researchers

Statistics and Scientific Method: An Introduction for Students and Researchers

Peter J. Diggle and Amanda G. Chetwynd

Published in print:
2011
Published Online:
December 2013
ISBN:
9780199543182
eISBN:
9780191774867
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199543182.001.0001
Subject:
Mathematics, Probability / Statistics, Biostatistics

An antidote to technique-oriented service courses, this book studiously avoids the recipe-book style and keeps algebraic details of specific statistical methods to the minimum extent necessary to ... More

Stochastic Methods in Neuroscience

Stochastic Methods in Neuroscience

Carlo Laing and Gabriel J Lord (eds)

Published in print:
2009
Published Online:
February 2010
ISBN:
9780199235070
eISBN:
9780191715778
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199235070.001.0001
Subject:
Mathematics, Biostatistics

We give a brief introduction to modelling in mathematical neuroscience, to stochastic processes, and stochastic differential equations as well as an overview of the book.

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