50 Years of Data Science

Evolution of ReportingPValues in the Biomedical Literature, 1990-2015

(2016) David Chavalarias et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Editorial

(2015) Michael A. Heroux   ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE

A Data Science Course for Undergraduates: Thinking With Data

(2015) Ben Baumer   AMERICAN STATISTICIAN

Mas-o-menos: a simple sign averaging method for discrimination in genomic data analysis

(2014) S. D. Zhao et al.   BIOINFORMATICS

Cross-study validation for the assessment of prediction algorithms

(2014) Christoph Bernau et al.   BIOINFORMATICS

Policy: NIH plans to enhance reproducibility

(2014) Francis S. Collins et al.   NATURE

Reproducibility

(2014) M. McNutt   SCIENCE

An estimate of the science-wise false discovery rate and application to the top medical literature

(2013) L. R. Jager et al.   BIOSTATISTICS

Power failure: why small sample size undermines the reliability of neuroscience

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

Toward Reproducible Computational Research: An Empirical Analysis of Data and Code Policy Adoption by Journals

(2013) Victoria Stodden et al.   PLoS One

A Systematic Statistical Approach to Evaluating Evidence from Observational Studies

(2013) David Madigan et al.   Annual Review of Statistics and Its Application

Three Dream Applications of Verifiable Computational Results

(2012) Matan Gavish et al.   COMPUTING IN SCIENCE & ENGINEERING

Reproducible Research: Tools and Strategies for Scientific Computing

(2012) Victoria Stodden   COMPUTING IN SCIENCE & ENGINEERING

The secret lives of experiments: Methods reporting in the fMRI literature

(2012) Joshua Carp   NEUROIMAGE

Empirical assessment of methods for risk identification in healthcare data: results from the experiments of the Observational Medical Outcomes Partnership

(2012) Patrick B. Ryan et al.   STATISTICS IN MEDICINE

Believe it or not: how much can we rely on published data on potential drug targets?

(2011) Florian Prinz et al.   NATURE REVIEWS DRUG DISCOVERY

Fred Jelinek

(2010) Mark Liberman   COMPUTATIONAL LINGUISTICS

Reproducible research and Biostatistics

(2009) Roger D. Peng   BIOSTATISTICS

Reproducible Research in Computational Harmonic Analysis

(2008) David L. Donoho et al.   COMPUTING IN SCIENCE & ENGINEERING

Why Most Discovered True Associations Are Inflated

(2008) John P. A. Ioannidis   EPIDEMIOLOGY

Higher criticism thresholding: Optimal feature selection when useful features are rare and weak

(2008) D. Donoho et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA