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"Not only defended but also applied": The perceived absurdity of Bayesian inference

Mathematics – Statistics Theory
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"Pre-conditioning" for feature selection and regression in high-dimensional problems

Mathematics – Statistics Theory
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$L_0$ regularized estimation for nonlinear models that have sparse underlying linear structures

Mathematics – Statistics Theory
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$L_2$ boosting in kernel regression

Mathematics – Statistics Theory
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$U$-tests for variance components in one-way random effects models

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$\ell^1$ penalty for ill-posed inverse problems

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$\sqrt{n}$-consistent parameter estimation for systems of ordinary differential equations: bypassing numerical integration via smoothing

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$κ$-exponential models from the geometrical viewpoint

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(U,V)-Ordering and a Duality Theorem for Risk Aversion and Lorenz-type Orderings

Mathematics – Statistics Theory
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A Backward Particle Interpretation of Feynman-Kac Formulae

Mathematics – Statistics Theory
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A Bayes method for a monotone hazard rate via S-paths

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A Bayesian Approach to Detection of Small Low Emission Sources

Mathematics – Statistics Theory
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A Bayesian approach to the estimation of maps between riemannian manifolds

Mathematics – Statistics Theory
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A bayesian approach to the estimation of maps between riemannian manifolds, II: examples

Mathematics – Statistics Theory
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A Bayesian Hierarchical Modeling Approach to Dietary Assessment via Food Frequency

Mathematics – Statistics Theory
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A Bayesian test for excess zeros in a zero-inflated power series distribution

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A Bayesian View of the Poisson-Dirichlet Process

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A Bayesian χ^2 test for goodness-of-fit

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A Bernstein-type inequality for stochastic processes of quadratic forms of Gaussian variables

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A Bernstein-type inequality for suprema of random processes with applications to model selection in non-Gaussian regression

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