4.5 Article

Conditional vs marginal estimation of the predictive loss of hierarchical models using WAIC and cross-validation

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Theory & Methods

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Aki Vehtari et al.

STATISTICS AND COMPUTING (2017)

Article Computer Science, Theory & Methods

Approximating cross-validatory predictive evaluation in Bayesian latent variable models with integrated IS and WAIC

Longhai Li et al.

STATISTICS AND COMPUTING (2016)

Article Ecology

How much Dillenia indica seed predation occurs from Asian elephant dung?

Nitin Sekar et al.

ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY (2016)

Article Biodiversity Conservation

The pitfalls of ignoring behaviour when quantifying habitat selection

C. L. Roever et al.

DIVERSITY AND DISTRIBUTIONS (2014)

Article Computer Science, Theory & Methods

Understanding predictive information criteria for Bayesian models

Andrew Gelman et al.

STATISTICS AND COMPUTING (2014)

Article Computer Science, Hardware & Architecture

Equations of States in Statistical Learning for an Unrealizable and Regular Case

Sumio Watanabe

IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES (2010)

Article Computer Science, Artificial Intelligence

Equations of states in singular statistical estimation

Sumio Watanabe

NEURAL NETWORKS (2010)

Article Statistics & Probability

Truncated importance sampling

Edward L. Ionides

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2008)

Article Mathematics, Interdisciplinary Applications

Assessment of Locally Influential Observations in Bayesian Models

Russell B. Millar et al.

BAYESIAN ANALYSIS (2007)

Review Statistics & Probability

Methods and criteria for model selection

JB Kadane et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)

Article Ecology

Spatial variation and effects of habitat on temperate reef fish assemblages in northeastern New Zealand

MJ Anderson et al.

JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY (2004)

Article Computer Science, Artificial Intelligence

Bayesian model assessment and comparison using cross-validation predictive densities

A Vehtari et al.

NEURAL COMPUTATION (2002)

Article Statistics & Probability

Bayesian measures of model complexity and fit

DJ Spiegelhalter et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2002)