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Bayes Factors (1995)
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[www.stat.washington.edu:80]
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by Robert E. Kass , Adrian E. Raftery
Citations:
1751 - 74 self
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Citations
1830
Statistical decision theory and Bayesian analysis
- Berger - 1985
1370
A Bayesian method for the induction of probabilistic networks from data. Machine Learning 9:309–347
- Cooper, Herskovits - 1992
1120
Optimal Statistical Decisions
- Groot - 1970
606
Monte Carlo methods
- Hammersley, Handscomb, et al. - 1965
577
Variable selection via Gibbs sampling
- George, McCulloch - 1993
484
Bayesian Inference in Econometric Models Using Monte Carlo Integration
- Geweke - 1989
464
Model-based Gaussian and Non-Gaussian Clustering
- Banfield, Raftery - 1993
361
Model selection and accounting for model uncertainty in graphical models using Occam’s window
- Madigan, Raftery - 1994
345
Bayesian graphical models for discrete data
- Madigan, York - 1995
324
Specification Searches: Ad Hoc Inference with Non-experimental Data
- Leamer - 1978
305
Bayesian model choice: Asymptotics and exact calculations
- Gelfand, Dey - 1994
244
Bayesian model choice via Markov Chain Monte Carlo Methods
- Carlin, Chib - 1995
233
The intrinsic Bayes factor for model selection and prediction
- Berger, Pericchi - 1996
221
Rational decisions
- Good - 1952
214
Model Selection
- Linhart, Zucchini - 1986
209
Bayesian statistical inference for psychological research
- Edwards, Lindman, et al. - 1963
183
The hot hand in basketball: On the misperception of random sequences
- Gilovich, Vallone, et al. - 1985
180
Simulating Ratios of Normalizing Constants via a Simple Identity: A Theoretical Exploration
- Meng, Wong - 1996
169
Sellke “Testing a Point Null Hypothesis: The Irreconcilability of P
- Berger, T - 1987
159
Asymptotic Methods in Analysis
- Bruijn - 1981
156
Probability and the weighing of evidence
- GOOD - 1950
151
Assessment and propagation of model uncertainty (with discussion
- Draper - 1995
146
Tests of separate families of hypotheses
- Cox - 1961
140
Further results of tests of separate families of hypotheses
- Cox - 1962
138
A predictive approach to model selection
- Geisser, Eddy - 1979
133
Model determination using predictive distributions, with implementation via sampling-based methods
- GELFAND, DEY, et al. - 1992
121
A statistical paradox
- Lindley - 1957
103
Statistical prediction analysis
- Aitchison, Dunsmore - 1975
93
Testing precise hypotheses
- Berger, Delampady - 1987
92
Theory of probability, third edition
- Jeffreys - 1961
90
The Likelihood Principle
- Berger, Wolpert - 1984
89
Present position and potential developments: Some personal views, statistical theory, the prequential approach
- Dawid - 1984
83
On the choice of a model to fit the data from an exponential family
- Haughton - 1988
78
Information measures and model selection
- Akaike - 1983
70
Interactive elicitation of opinion for a normal linear model
- Kadane, Dickey, et al. - 1980
63
Some tests of significance treated by the theory of probability
- Jeffreys - 1935
52
Prequential analysis, stochastic complexity and Bayesian inference
- Dawid - 1992
51
Inference for nonconjugate Bayesian models using the Gibbs sampler
- Carlin, Polson - 1991
51
The weighted likelihood ratio, linear hypotheses on normal location parameters
- Dickey - 1971
42
Uncertainty, policy analysis and statistics
- Hodges - 1987
42
Approximate bayes factors and orthogonal parameters, with application to testing equality of two binomial proportions
- Kass, Vaidyanathan - 1992
40
Posterior Bayes factors (with discussion
- Aitkin - 1991
37
Anote on screening regression equations
- Freedman - 1983
36
On some criteria for estimating the order of a Markov chain
- Katz - 1981
29
Model Choice and Specification Analysis
- Leamer - 1983
28
Comparative social mobility revisited: Models of convergence and divergence in 16 Countries." American Sociological Review 49(1):19
- Grusky, Hauser - 1984
27
A bayesian approach to testing the arbitrage pricing theory
- McCulloch, Rossi - 1991
26
Subregion-Adaptive Integration of Functions Having a Dominant Peak
- Genz, Kass - 1997
25
Posterior Probabilities of Alternate Linear Models," Unlversltalre Pera Rotterdam
- Lempers - 1971
25
Strategies for graphical model selection
- Madigan, Raftery - 1994
21
A comparison of the information and posterior probability criteria for model selection
- Chow - 1981
21
Sequential model criticism in probabilistic expert systems
- Cowell, Dawid, et al. - 1993
21
The use of prior probability distributions in statistical inference and decision
- Lindley - 1961
19
Bayesian decision theory and the simplification of models
- Kadane, Dickey - 1980
18
Posterior probabilities for choosing a regression model
- Atkinson - 1978
18
The Bayes/non-Bayes compromise: a brief review
- GOOD - 1992
17
Sequential trials, sequential analysis and the likelihood principle. Am Stat
- Cornfield - 1966
17
The weighted likelihood ratio, sharp hypotheses about chances, the order of a Markov
- DICKEY, LTENTZ - 1970
16
A Bayesian test of some classical hypotheses, with applications to sequential clinical trials
- Cornfield - 1966
15
A Further Look at Robustness Via Bayes’s Theorem
- Box, Tiao - 1961
15
A reference Bayesian test for nested hypotheses with large samples
- Kass, Wasserman - 1995
15
Bayes factors for nonlinear hypotheses and likelihood distributions', Biometrika 79
- McCulloch, Rossi - 1992
14
A Bayesian significance test for multinomial distributions
- Good - 1967
14
Bayes factors for independence in contingency tables
- Gunel, Dickey - 1974
14
Bayes factors in practice
- Kass - 1992
10
Bayes Factors for Non-Homogeneous Poisson Processes With Vague Prior Information
- Akman, Raftery - 1986
10
Statistical inference in crime investigations using deoxyribonucleic acid profiling
- Berry, Evett, et al. - 1992
9
Predicting Working Memory Failure: A Subjective Bayesian Approach to Model Selection
- Carlin, Kass, et al. - 1992
9
Implementing Bayesian Methods in Forensic Science”, paper presented at the Fourth Valencia International Meeting on Bayesian Statistics
- EVETT - 1991
8
Importance Weighted Marginal Bayesian Posterior Density Estimation
- Chen - 1992
8
Lower Bounds on Bayes Factors for Multinomial Distributions, With Application to Chi-squared Tests of Fit
- Delampady, Berger - 1990
8
Counterexamples to parsimony and
- Findley - 1991
8
Equality of Opportunity
- Greany, Kelleghan - 1984
7
Bayesian alternatives to the F-test and least-squares estimate in the normal linear model
- Dickey - 1974
7
Incorporating prior theory in covariance structure analysis: a Bayesian approach. Psychometrika
- Fornell, RT - 1989
7
Weight of evidence: A brief survey,” in Bayesian Statistics 2
- Good - 1985
6
A Bayesian test for a two-way contingency table using independence priors. The Canadian
- Albert - 1990
6
Model searching and estimation in the logic of inference
- Dempster - 1971
6
Approximate posterior distributions
- Dickey
6
Statistical inference concerning Hardy–Weinberg equilibrium
- Lindley - 1988
5
The relevance of stopping rules in statistical inference
- Berger, Berry - 1988
5
Interpreting the Stars in Precise Hypothesis Testing
- Berger, Mortera - 1991
5
Sampling and Bayes' inference in scientific modelling (with
- Box - 1980
5
Locally uniform prior distributions
- Hartigan - 1996
5
The validity of posterior asymptotic expansions based on Laplace’s method
- Kass, L, et al. - 1990
4
The robustness and sensitivity of the mixed Dirichlet Bayesian test for “independence” in contingency tables
- Good, Crook - 1987
3
Asymptotic analysis of a change-point Poisson process
- Akman, Raftery - 1986
3
Approximate coherence for regression model inference-with a new analysis of Fisher's broadback wheatfield data
- Dickey - 1979
3
Identification and estimation of age-period-cohort effects in the analysis of discrete archival data. Sociol
- Fienberg, Mason - 1978
3
Preposterior expected loss as a scoring rule for prior distributions
- Garthwaite - 1992
3
Improving the Laplace approximation using posterior simulation
- Kass, Wasserman - 1992
2
A common model selection criterion. Probability and Bayesian
- Draper, Guttman - 1987
2
Explicativity, Corroboration, and the Relative Odds of Hypotheses (#846
- Good - 1983
2
Bayesian tests for some precise hypotheses on multi-normal means
- Groenewald, Waall - 1989
2
Robust Order Selection in Autoregressive Models using Robust Bayes factors
- D, Raftery - 1996
2
Comment on "A simple predictive density function
- Leonard - 1982
1
Bayesian Inference for Linear Models
- Broemeling - 1985
1
Bayes factors for Behrens-Fisher problems
- Dayal, Dickey - 1976
1
Comment on "Investigating therapies of potentially great benefit: ECMO," by Ware
- Kass, Greenhouse - 1989
1
Approximate Bayesian methods in conditionally independent hierarchical models (parametric empirical Bayes models
- Kass, Steffey - 1989