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2024 journal article
Ryan Martin's contribution to the Discussion of 'Estimating means of bounded random variables by betting' by Waudby-Smith and Ramdas
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 86(1).
2023 journal article
A Comparison of Learning Rate Selection Methods in Generalized Bayesian Inference
BAYESIAN ANALYSIS, 18(1), 105โ132.
2023 journal article
A PRticle filter algorithm for nonparametric estimation of multivariate mixing distributions
STATISTICS AND COMPUTING, 33(4).
2023 journal article
Gibbs posterior concentration rates under sub-exponential type losses
BERNOULLI, 29(2), 1080โ1108.
2023 journal article
Possibility-theoretic statistical inference offers performance and probativeness assurances
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 163.
2023 journal article
Revisiting consistency of a recursive estimator of mixing distributions
ELECTRONIC JOURNAL OF STATISTICS, 17(1), 1007โ1042.
2022 article
A Practical Strategy for Valid Partial Prior-Dependent Possibilistic Inference
BELIEF FUNCTIONS: THEORY AND APPLICATIONS (BELIEF 2022), Vol. 13506, pp. 197โ206.
2022 article
Direct Gibbs posterior inference on risk minimizers: Construction, concentration, and calibration
ADVANCEMENTS IN BAYESIAN METHODS AND IMPLEMENTATION, Vol. 47, pp. 1โ41.
2022 journal article
Direct and approximately valid probabilistic inference on a class of statistical functionals
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 151, 205โ224.
2022 article
Estimating a Mixing Distribution on the Sphere Using Predictive Recursion
Dixit, V., & Martin, R. (2022, February 10). SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS.
2022 journal article
Gibbs posterior inference on multivariate quantiles
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 218, 106โ121.
2022 article
Valid Inferential Models Offer Performance and Probativeness Assurances
BELIEF FUNCTIONS: THEORY AND APPLICATIONS (BELIEF 2022), Vol. 13506, pp. 219โ228.
2022 article
Valid Model-Free Spatial Prediction
Mao, H., Martin, R., & Reich, B. J. J. (2022, December 17). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 12.
2022 journal article
Valid inferential models for prediction in supervised learning problems
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 150, 1โ18.
2022 journal article
Validity, consonant plausibility measures, and conformal prediction
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 141, 110โ130.
2021 journal article
A Survey of Nonparametric Mixing Density Estimation via the Predictive Recursion Algorithm
SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 83(1), 97โ121.
2021 article
Approximately Valid and Model-Free Possibilistic Inference
BELIEF FUNCTIONS: THEORY AND APPLICATIONS (BELIEF 2021), Vol. 12915, pp. 127โ136.
2021 journal article
BAYESIAN INFERENCE IN HIGH-DIMENSIONAL LINEAR MODELS USING AN EMPIRICAL CORRELATION-ADAPTIVE PRIOR
STATISTICA SINICA, 31(4), 2051โ2072.
2021 journal article
Bayesian Test of Normality Versus a Dirichlet Process Mixture Alternative
SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 83(1), 66โ96.
2021 journal article
Bayesian estimation of sparse precision matrices in the presence of Gaussian measurement error
ELECTRONIC JOURNAL OF STATISTICS, 15(2), 4545โ4579.
2021 article
Comment: Settle the Unsettling: An Inferential Models Perspective
Liu, C., & Martin, R. (2021, May). STATISTICAL SCIENCE, Vol. 36, pp. 196โ200.
2021 journal article
Generalized inferential models for censored data
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 137, 51โ66.
2021 article
Imprecise credibility theory
Hong, L., & Martin, R. (2021, April 15). ANNALS OF ACTUARIAL SCIENCE.
2021 personal communication
Response to the comment Confidence in confidence distributions!
Martin, R., Balch, M. S., & Ferson, S. (2021, June 30).
2021 article
Ryan Martin's contribution to the Discussion of 'Testing by betting: A strategy for statistical and scientific communication' by Glenn Shafer
Martin, R. (2021, April). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, Vol. 184, pp. 456โ457.
2021 article
Towards a Theory of Valid Inferential Models with Partial Prior Information
BELIEF FUNCTIONS: THEORY AND APPLICATIONS (BELIEF 2021), Vol. 12915, pp. 137โ146.
2021 journal article
Valid Model-Free Prediction of Future Insurance Claims
NORTH AMERICAN ACTUARIAL JOURNAL, 25(4), 473โ483.
2020 journal article
Empirical Priors and Coverage of Posterior Credible Sets in a Sparse Normal Mean Model
SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY, 82(2), 477โ498.
2020 journal article
Model misspecification, Bayesian versus credibility estimation, and Gibbs posteriors
SCANDINAVIAN ACTUARIAL JOURNAL, 2020(7), 634โ649.
2020 journal article
Model-free posterior inference on the area under the receiver operating characteristic curve
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 209, 174โ186.
2020 journal article
ROBUST AND RATE-OPTIMAL GIBBS POSTERIOR INFERENCE ON THE BOUNDARY OF A NOISY IMAGE
ANNALS OF STATISTICS, 48(3), 1498โ1513.
2019 journal article
Data-driven priors and their posterior concentration rates
ELECTRONIC JOURNAL OF STATISTICS, 13(2), 3049โ3081.
2019 journal article
Discussion of 'Nonparametric generalized fiducial inference for survival functions under censoring'
BIOMETRIKA, 106(3), 519โ522.
2019 journal article
Empirical Priors and Posterior Concentration Rates for a Monotone Density
Sankhya A, 81(2), 493โ509.
2019 article
False confidence, non-additive beliefs, and valid statistical inference
Martin, R. (2019, October). INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, Vol. 113, pp. 39โ73.
2019 journal article
Gibbs posterior inference on value-at-risk
SCANDINAVIAN ACTUARIAL JOURNAL, (7), 548โ557.
2019 journal article
Miscellanea Calibrating general posterior credible regions
BIOMETRIKA, 106(2), 479โ486.
2019 journal article
ON OPTIMAL DESIGNS FOR NONREGULAR MODELS
ANNALS OF STATISTICS, 47(6), 3335โ3359.
2019 journal article
On an algorithm for solving Fredholm integrals of the first kind
STATISTICS AND COMPUTING, 29(4), 645โ654.
2019 journal article
Real-time Bayesian non-parametric prediction of solvency risk
ANNALS OF ACTUARIAL SCIENCE, 13(1), 67โ79.
2019 journal article
Satellite conjunction analysis and the false confidence theorem
2019 review
Ten Hot Topics around Scholarly Publishing
[Review of ]. PUBLICATIONS, 7(2).
2018 journal article
'Purposely misspecified' posterior inference on the volatility of a jump diffusion process
STATISTICS & PROBABILITY LETTERS, 134, 106โ113.
2018 journal article
Convergence of an iterative algorithm to the nonparametric MLE of a mixing distribution
STATISTICS & PROBABILITY LETTERS, 140, 142โ146.
2018 journal article
Dirichlet process mixture models for insurance loss data
SCANDINAVIAN ACTUARIAL JOURNAL, (6), 545โ554.
2018 journal article
On Recursive Bayesian Predictive Distributions
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(523), 1085โ1093.
2018 journal article
On an inferential model construction using generalized associations
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 195, 105โ115.
2018 journal article
On overfitting and post-selection uncertainty assessments
BIOMETRIKA, 105(1), 221โ224.
2017 journal article
A Statistical Inference Course Based on p-Values
AMERICAN STATISTICIAN, 71(2), 128โ136.
2017 review
A review of Bayesian asymptotics in general insurance applications
[Review of ]. EUROPEAN ACTUARIAL JOURNAL, 7(1), 231โ255.
2017 journal article
Efficient simulation from a gamma distribution with small shape parameter
COMPUTATIONAL STATISTICS, 32(4), 1767โ1775.
2017 journal article
Gibbs posterior inference on the minimum clinically important difference
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 187, 67โ77.
2017 journal article
Uncertainty quantification for the horseshoe (with discussion) comment
Bayesian Analysis, 12(4), 1254โ1258.
2016 journal article
A Conversation with Samad Hedayat
STATISTICAL SCIENCE, 31(4), 637โ647.
2016 journal article
A semiparametric scale-mixture regression model and predictive recursion maximum likelihood
Computational Statistics & Data Analysis, 94, 75โ85.
2016 journal article
Exact prior-free probabilistic inference in a class of non-regular models
Stat, 5(1), 312โ321.
2016 journal article
Prior-Free Probabilistic Prediction of Future Observations
Technometrics, 58(2), 225โ235.
2015 journal article
Asymptotically Optimal Nonparametric Empirical Bayes Via Predictive Recursion
Communications in Statistics - Theory and Methods, 44(2), 286โ299.
2015 journal article
Frameworks for prior-free posterior probabilistic inference
Wiley Interdisciplinary Reviews: Computational Statistics, 7(1), 77โ85.
2015 journal article
Marginal Inferential Models: Prior-Free Probabilistic Inference on Interest Parameters
Journal of the American Statistical Association, 110(512), 1621โ1631.
2015 journal article
Plausibility Functions and Exact Frequentist Inference
Journal of the American Statistical Association, 110(512), 1552โ1561.
2014 journal article
Random Sets and Exact Confidence Regions
Sankhya A, 76(2), 288โ304.
2013 journal article
An Approximate Bayesian Marginal Likelihood Approach for Estimating Finite Mixtures
Communications in Statistics - Simulation and Computation, 42(7), 1533โ1548.
2013 journal article
Correction
Journal of the American Statistical Association, 108(503), 1138โ1139.
2013 journal article
Inferential Models: A Framework for Prior-Free Posterior Probabilistic Inference
Journal of the American Statistical Association, 108(501), 301โ313.
2012 journal article
Convergence rate for predictive recursion estimation of finite mixtures
Statistics & Probability Letters, 82(2), 378โ384.
2012 journal article
On ฮต-Optimality of the Pursuit Learning Algorithm
Journal of Applied Probability, 49(03), 795โ805.
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