Noah Simon

Noah Simon, Daniela Witten, Asad Haris, 2014, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

Perform Inference on Algorithm-Agnostic Variable Importance [R package vimp version 2.1.0]

Brian D. Williamson, Noah Simon, Marco Carone, 2020 .

Nonparametric variable importance assessment using machine learning techniques

Marco Carone, Noah Simon, Peter B Gilbert, 2020, Biometrics.

Estimating Many Effect-sizes Bayesian Estimation as a Frequentist

Noah Simon, N. Simon, 2013 .

Inference for multimarker adaptive enrichment trials

Noah Simon, Richard Simon, N. Simon, 2017, Statistics in medicine.

Exploring medical diagnostic performance using interactive, multi-parameter sourced receiver operating characteristic scatter plots

Emmanuel Mignot, Noah Simon, IV HyattE.Moore, 2014, Comput. Biol. Medicine.

A framework for estimating and testing qualitative interactions with applications to predictive biomarkers

Noah Simon, Jeremy Roth, N. Simon, 2018, Biostatistics.

Spatial Matrix Completion for Spatially-Misaligned and High-Dimensional Air Pollution Data

Noah Simon, Adam A. Szpiro, Phuong T. Vu, 2020 .

Using Bayesian modeling in frequentist adaptive enrichment designs

Noah Simon, Richard Simon, N. Simon, 2018, Biostatistics.

A lasso for hierarchical testing of interactions

Robert Tibshirani, Noah Simon, Jacob Bien, 2012 .

Quotient Sets and Diophantine Equations

Stephan Ramon Garcia, Noah Simon, Daniel E. Poore, 2011, Am. Math. Mon..

Rejoinder to “Nonparametric variable importance assessment using machine learning techniques”

Noah Simon, Marco Carone, Peter B Gilbert, 2020, Biometrics.

Finding the intended use population for a new treatment

Noah Simon, Richard Simon, N. Simon, 2019, Journal of biopharmaceutical statistics.

Selective prediction-set models with coverage guarantees pdf

Arjun Sondhi, Jean Feng, Noah Simon, 2019, ArXiv.

Convex Regression with Interpretable Sharp Partitions

Noah Simon, Daniela Witten, Ashley Petersen, 2016, J. Mach. Learn. Res..

SCALPEL: EXTRACTING NEURONS FROM CALCIUM IMAGING DATA.

Noah Simon, Daniela Witten, Ashley Petersen, 2017, The annals of applied statistics.

Rejoinder to Discussions on "Approval policies for modifications to machine learning-based software as a medical device: A study of bio-creep".

Jean Feng, Noah Simon, Scott Emerson, 2020, Biometrics.

An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression pdf

Jean Feng, Noah Simon, N. Simon, 2019, Statistica Sinica.

Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent

Noah Simon, Dörte Wittenburg, Volkmar Liebscher, 2020, BMC Bioinform..

A FLEXIBLE BAYESIAN FRAMEWORK TO ESTIMATE AGE- AND CAUSE-SPECIFIC CHILD MORTALITY OVER TIME FROM SAMPLE REGISTRATION DATA.

Li Liu, Yue Chu, Noah Simon, 2020, The annals of applied statistics.

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent.

Trevor Hastie, Noah Simon, Jerome Friedman, 2011, Journal of statistical software.

A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning

Noah Simon, Yunhua Xiang, N. Simon, 2020, ICML.

Groupyr: Sparse Group Lasso in Python

Adam Richie-Halford, Ariel Rokem, Jason D. Yeatman, 2021, J. Open Source Softw..

Selective prediction-set models with coverage rate guarantees.

Arjun Sondhi, Jean Feng, Noah Simon, 2021, Biometrics.

On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure

Ali Shojaie, Noah Simon, Xu Wang, 2021, 2105.01874.

An Online Projection Estimator for Nonparametric Regression in Reproducing Kernel Hilbert Spaces.

Noah Simon, Tianyu Zhang, N. Simon, 2021, Statistica Sinica.

Mesh-Based Solutions for Nonparametric Penalized Regression

Noah Simon, Brayan Ortiz, 2021 .

A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids

Noah Simon, Tianyu Zhang, N. Simon, 2021, The Annals of Statistics.

Convergence Rates of Nonparametric Penalized Regression under Misspecified Smoothness

Ali Shojaie, Noah Simon, N. Simon, 2021 .

A Blockwise Descent Algorithm for Group-penalized Multiresponse and Multinomial Regression

Trevor Hastie, Noah Simon, Jerome Friedman, 2013, 1311.6529.

Quantitative SD-OCT imaging biomarkers as indicators of age-related macular degeneration progression.

Robert Tibshirani, Luis de Sisternes, Noah Simon, 2014, Investigative ophthalmology & visual science.

Multidimensional analysis and detection of informative features in diffusion MRI measurements of human white matter

Adam Richie-Halford, Ariel Rokem, Noah Simon, 2019, bioRxiv.

OBLIQUE RANDOM SURVIVAL FORESTS.

Noah Simon, Leslie A. McClure, George Howard, 2019, The annals of applied statistics.

Selection Bias Correction and Eect Size Estimation under Dependence

Noah Simon, Kean Ming Tan, Daniela Witten, 2014, 1405.4251.

On Estimating Many Means, Selection Bias, and the Bootstrap

Noah Simon, Richard Simon, N. Simon, 2013, 1311.3709.

Discriminant Analysis with Adaptively Pooled Covariance

Noah Simon, Rob Tibshirani, 2011 .

A Permutation Approach to Testing Interactions in Many Dimensions

Robert Tibshirani, Noah Simon, 2012 .

Nonparametric regression with adaptive truncation via a convex hierarchical penalty

Ali Shojaie, Noah Simon, Asad Haris, 2016, Biometrika.