List of works - Larry A. Wasserman

Using linkage genome scans to improve power of association in genome scans

scientific article

Bayesian Model Selection and Model Averaging

scientific article

On the identification of disease mutations by the analysis of haplotype similarity and goodness of fit.

scientific article

Characterization of multilocus linkage disequilibrium

scientific article published in April 2005

HIGH DIMENSIONAL VARIABLE SELECTION.

scientific article published on January 2009

Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models

scientific article published on December 31, 2010

The huge Package for High-dimensional Undirected Graph Estimation in R

scientific article published on April 1, 2012

Improving power in genome-wide association studies: weights tip the scale

False discovery control with p-value weighting

Genome-Wide Significance Levels and Weighted Hypothesis Testing

scientific article

Analysis of multilocus models of association

scientific article

A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion

article

Practical Bayesian Density Estimation Using Mixtures of Normals

The Selection of Prior Distributions by Formal Rules

scientific article published in 1996

Robust Bayesian methods for monitoring clinical trials

scientific article published in June 1995

Outlier Detection and False Discovery Rates for Whole-Genome DNA Matching

article

Evidence of systematic expressed sequence tag IMAGE clone cross-hybridization on cDNA microarrays

scientific article published in June 2004

Revealing components of the galaxy population through non-parametric techniques

article

An overview of robust Bayesian analysis

Investigating galaxy-filament alignments in hydrodynamic simulations using density ridges

scholarly article

Discussion of “On Bayesian Estimation of Marginal Structural Models”

scientific article published on February 4, 2015

Confidence sets for persistence diagrams

Conditioning, Likelihood, and Coherence: A Review of Some Foundational Concepts

article

Robustness of birth-death and gain models for inferring evolutionary events

scientific article published on October 17, 2014

Stephen Fienberg: Superman of statistics

scientific article published on 6 March 2017

A Statistical Framework for Differential Privacy

scientific article published in 2010

Bayesian model selection: analysis of a survival model with a surviving fraction

scientific article published in June 2001

Distribution-Free Prediction Sets

scientific article published on January 1, 2013

Bayes' Theorem for Choquet Capacities

scientific article published in 1990

Non-parametric 3D map of the intergalactic medium using the Lyman-alpha forest

scholarly article

STRUCTURED, SPARSE REGRESSION WITH APPLICATION TO HIV DRUG RESISTANCE.

scientific article

Statistical Inference for Cluster Trees

scientific article published in January 2016

Active Learning For Identifying Function Threshold Boundaries

scientific article published in January 2006

Nonparametric regression and classification with joint sparsity constraints

Estimating the reach of a manifold

scholarly article

All of Nonparametric Statistics

Book by L. Wasserman, 2006

Graph-Valued Regression

Optimal Ridge Detection using Coverage Risk

Can auxiliary indicators improve COVID-19 forecasting and hotspot prediction?

scientific article published on 21 December 2021

Analysis of a mode clustering diagram

scholarly article

SDSS-RASS: Next Generation of Cluster-Finding Algorithms

Causal inference for the effect of mobility on COVID-19 deaths

scientific article published in 2022

A Robust Bayesian Interpretation of Likelihood Regions

scientific article published in 1989

Manifold estimation and singular deconvolution under Hausdorff loss

scientific article published in 2012

PLLay: Efficient Topological Layer based on Persistent Landscapes

Compressed Regression

scientific article published in January 2008

Bootstrapping and sample splitting for high-dimensional, assumption-lean inference

scientific article published in 2019

Detecting effects of filaments on galaxy properties in the Sloan Digital Sky Survey III

scholarly article

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

scientific article published in 2022

Hypothesis testing for high-dimensional multinomials: A selective review

scholarly article

List of works by Larry A. Wasserman

Using linkage genome scans to improve power of association in genome scans

Bayesian Model Selection and Model Averaging

On the identification of disease mutations by the analysis of haplotype similarity and goodness of fit.

Characterization of multilocus linkage disequilibrium

HIGH DIMENSIONAL VARIABLE SELECTION.

Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models

The huge Package for High-dimensional Undirected Graph Estimation in R

Improving power in genome-wide association studies: weights tip the scale

False discovery control with p-value weighting

Genome-Wide Significance Levels and Weighted Hypothesis Testing

Analysis of multilocus models of association

A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion

Practical Bayesian Density Estimation Using Mixtures of Normals

The Selection of Prior Distributions by Formal Rules

Robust Bayesian methods for monitoring clinical trials

Outlier Detection and False Discovery Rates for Whole-Genome DNA Matching

Evidence of systematic expressed sequence tag IMAGE clone cross-hybridization on cDNA microarrays

Revealing components of the galaxy population through non-parametric techniques

An overview of robust Bayesian analysis

Investigating galaxy-filament alignments in hydrodynamic simulations using density ridges

Discussion of “On Bayesian Estimation of Marginal Structural Models”

Confidence sets for persistence diagrams

Conditioning, Likelihood, and Coherence: A Review of Some Foundational Concepts

Robustness of birth-death and gain models for inferring evolutionary events

Stephen Fienberg: Superman of statistics

A Statistical Framework for Differential Privacy

Bayesian model selection: analysis of a survival model with a surviving fraction

Distribution-Free Prediction Sets

Bayes' Theorem for Choquet Capacities

Non-parametric 3D map of the intergalactic medium using the Lyman-alpha forest

STRUCTURED, SPARSE REGRESSION WITH APPLICATION TO HIV DRUG RESISTANCE.

Statistical Inference for Cluster Trees

Active Learning For Identifying Function Threshold Boundaries

Nonparametric regression and classification with joint sparsity constraints

Estimating the reach of a manifold

All of Nonparametric Statistics

Graph-Valued Regression

Optimal Ridge Detection using Coverage Risk

Can auxiliary indicators improve COVID-19 forecasting and hotspot prediction?

Analysis of a mode clustering diagram

SDSS-RASS: Next Generation of Cluster-Finding Algorithms

Causal inference for the effect of mobility on COVID-19 deaths

A Robust Bayesian Interpretation of Likelihood Regions

Manifold estimation and singular deconvolution under Hausdorff loss

PLLay: Efficient Topological Layer based on Persistent Landscapes

Compressed Regression

Bootstrapping and sample splitting for high-dimensional, assumption-lean inference

Detecting effects of filaments on galaxy properties in the Sloan Digital Sky Survey III

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Hypothesis testing for high-dimensional multinomials: A selective review