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- Introduction to adaptive estimation
- Sparse Recovery in Linear Spans and Convex Hulls of Infinite Dictionaries
- A Look at Partial Projections for Regression onto Text
- Approximation by Log-Concave Distributions
- Approximation by Log-Concave Distributions
- Postulating monotonicity in nonparametric Bayesian regression
- Sparse NonGaussian Component Analysis
- Distilled Sensing: Adaptive Sequential Experimental Designs for Large-Scale Multiple Hypothesis Testing
- Stochastic Volatility Models Including Open, Close, High and Low Prices - NOW CANCELLED
- Asymptotic equivalence and sufficiency for volatility estimation under microstructure noise
- Smoothed absolute loadings principal components analysis
- What's the right complexity measure for inferring causal relations?
- A Backward Particle Interpretation of Feynman-Kac Formulae
- On combinatorial testing problems
- Case-Control Studies when Cases are Extreme Values of a Continuous Variable
- Compressed sensing in infinite dimensions
- Thick-pen transformation for time series
- On the Distribution of the Adaptive LASSO Estimator
- Working with over-parameterized models
- Bayesian Inference of Transmission Fidelity Rates of DNA Methylation Patterns
- Graphical Gaussian Models with Edge and Vertex Symmetries
- Second Generation Wavelets and Astrophysics
- Particle Learning
- Likelihood p-values ancillaries and the vector quantile function
- Default priors and model parametrization
- Handling Sparsity via the Horseshoe
- Building and fitting a stochastic phylogentic model for Dollo traits, and its application to reconstructing the diversification of the Indo-European languages
- Projective Limits of Bayes Equations
- Estimation and variable selection with Lasso and Dantzig Selector in the high-dimensional regression model
- Estimation of the relative risk and risk difference
- Testing lack-of-fit in inverse regression models
- MCMC for doubly-intractable distributions
- Flexible Covariance estimation in Gaussian Graphical models
- Latent class models for the causal effect of a treatment
- On Grobner bases of Elimination and Toric Ideals describing Maximum Entropy models
- Efficient sparse recovery with no assumption on the dictionary
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