Interdisciplinary Bayesian Statistics EBEB 2014 /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Polpo, Adriano (Editor), Louzada, Francisco (Editor), Rifo, Laura L. R. (Editor), Stern, Julio M. (Editor), Lauretto, Marcelo (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Springer Proceedings in Mathematics & Statistics, 118
• Subjects: Statistics.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics, general.

Through refereed papers, this volume focuses on the foundations of the Bayesian paradigm; their comparison to objectivistic or frequentist Statistics counterparts; and the appropriate application of Bayesian foundations. This research in Bayesian Statistics is applicable to data analysis in biostati...

Table of Contents:

• What About the Posterior Distributions When the Model is Non-dominated
• Bayesian Learning of Material Density Function by Multiple Sequential Inversions of 2-D Images in Electron Microscopy
• Problems with Constructing Tests to Accept the Null Hypothesis
• Cognitive-Constructivism, Quine, Dogmas of Empiricism, and Munchhausen’s Trilemma
• A maximum entropy approach to learn Bayesian networks from incomplete data
• Bayesian Inference in Cumulative Distribution Fields
• MCMC-Driven Adaptive Multiple Importance Sampling
• Bayes Factors for comparison of restricted simple linear regression coefficients
• A Spanning Tree Hierarchical Model for Land Cover Classification
• Nonparametric Bayesian regression under combinations of local shape constraints
• A Bayesian Approach to Predicting Football Match Outcomes Considering Time Effect Weight
• Homogeneity tests for 22 contingency tables
• Combining Optimization and Randomization Approaches for the Design of Clinical Trials
• Factor analysis with mixture modeling to evaluate coherent patterns in microarray data.