Bayesian Ideas and Data Analysis


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Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians
5 July 2013


Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians

Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians
Ronald Christensen, Wesley O. Johnson,
2011 | ISBN: 1439803544 | 516 pages | PDF | 6 MB
Data Analysis in Forensic Science: A Bayesian Decision Perspective
13 September 2010

Data Analysis in Forensic Science: A Bayesian Decision Perspective


Data Analysis in Forensic Science: A Bayesian Decision Perspective


Wiley | 2010 | ISBN: 0470998350 | 388 pages | PDF | 12 MB



This is the first text to examine the use of statistical methods in forensic science and bayesian statistics in combination.
The book is split into two parts: Part One concentrates on the philosophies of statistical inference. Chapter One examines the differences between the frequentist, the likelihood and the Bayesian perspectives, before Chapter Two explores the Bayesian decision–theoretic perspective further, and looks at the benefits it carries.
Bayesian Analysis of Failure Time Data Using P-Splines
9 March 2015

Bayesian Analysis of Failure Time Data Using P-Splines

Bayesian Analysis of Failure Time Data Using P-Splines
Springer | Anatomy, Bioinformatics, Molecular Biology | Dec 27 2014 | ISBN-10: 3658083921 | 110 pages | pdf | 2.95 mb

Matthias Kaeding discusses Bayesian methods for analyzing discrete and continuous failure times where the effect of time and/or covariates is modeled via P-splines and additional basic function expansions, allowing the replacement of linear effects by more general functions.
Bayesian Analysis of Gene Expression Data
24 December 2014

Bayesian Analysis of Gene Expression Data

Bani K. Mallick, David Gold, "Bayesian Analysis of Gene Expression Data"
2009 | ISBN-10: 0470517662 | 252 pages | PDF | 4 MB
Case Studies in Bayesian Statistical Modelling and Analysis
20 August 2013

Case Studies in Bayesian Statistical Modelling and Analysis
Case Studies in Bayesian Statistical Modelling and Analysis by Clair L. Alston, Kerrie L. Mengersen and Anthony N. Pettitt
English | 2012 | ISBN: 1119941822 | 598 pages | PDF | 11,8 MB


Provides an accessible foundation to Bayesian analysis using real world models
This book aims to present an introduction to Bayesian modelling and computation, by considering real case studies drawn from diverse fields spanning ecology, health, genetics and finance.

The Handbook of Applied Bayesian Analysis
27 September 2012


The Handbook of Applied Bayesian Analysis

The Handbook of Applied Bayesian Analysis
English | 2010 | ISBN: 0199548900 | 896 pages | PDF | 10,2 MB
Bayesian Survival Analysis (Springer Series in Statistics) by Joseph G. Ibrahim
22 May 2015

Bayesian Survival Analysis (Springer Series in Statistics) by Joseph G. Ibrahim

Bayesian Survival Analysis (Springer Series in Statistics) by Joseph G. Ibrahim
English | 2001 | ISBN: 0387952772 | 494 Pages | DJVU | 22 MB

Survival analysis arises in many fields of study including medicine, biology, engineering, public health, epidemiology, and economics. This book provides a comprehensive treatment of Bayesian survival analysis. It presents a balance between theory and applications, and for each class of models discussed...
Bayesian Adaptive Methods for Clinical Trials
9 July 2013

Bayesian Adaptive Methods for Clinical Trials
Bayesian Adaptive Methods for Clinical Trials
2010 | ISBN: 1439825483 | PDF | 311 pages | 4 MB

Already popular in the analysis of medical device trials, adaptive Bayesian designs are increasingly being used in drug development for a wide variety of diseases and conditions, from Alzheimer’s disease and multiple sclerosis to obesity, diabetes, hepatitis C, and HIV. Written by leading pioneers of Bayesian clinical trial designs, Bayesian Adaptive Methods for Clinical Trials explores the growing role of Bayesian thinking in the rapidly changing world of clinical trial analysis.
Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives by Xiao-Li Meng
20 May 2015

Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives by Xiao-Li Meng

Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives by Xiao-Li Meng
English | Sep 3, 2004 | ISBN: 047009043X | 411 Pages | PDF | 5 MB

This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity scores, instrumental variables, and Bayesian inference. Covering new research topics and real-world examples which do not feature in many standard texts.
System and Bayesian Reliability: Essays in Honor of Professor Richard E. Barlow
4 October 2011

System and Bayesian Reliability: Essays in Honor of Professor Richard E. Barlow

System and Bayesian Reliability: Essays in Honor of Professor Richard E. Barlow

2002 | 409 | ISBN: 9810248652 | PDF | 15 Mb

This volume is a collection of articles on reliability systems and Bayesian reliability analysis. Written by reputable researchers, the articles are self-contained and are linked with literature reviews and new research ideas. The book is dedicated to Emeritus Professor Richard E. Barlow, who is well known for his pioneering research on reliability theory and Bayesian reliability analysis. ...