Statistical Inference Enables Bad Science; Statistical Thinking Enables Good Science

The preregistration revolution

(2018) Brian A. Nosek et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Bayesian Model Averaging: A Systematic Review and Conceptual Classification

(2017) Tiago M. Fragoso et al.   INTERNATIONAL STATISTICAL REVIEW

Optimal a priori balance in the design of controlled experiments

(2017) Nathan Kallus   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A long journey to reproducible results

(2017) Gordon J. Lithgow et al.   NATURE

No publication without confirmation

(2017) Jeffrey S. Mogil et al.   NATURE

MICROSCOPE Mission: First Results of a Space Test of the Equivalence Principle

(2017) Pierre Touboul et al.   PHYSICAL REVIEW LETTERS

The ASA's Statement onp-Values: Context, Process, and Purpose

(2016) Ronald L. Wasserstein et al.   AMERICAN STATISTICIAN

Exact post-selection inference, with application to the lasso

(2016) Jason D. Lee et al.   ANNALS OF STATISTICS

Hurdling obstacles

(2016) E. R. Shell   SCIENCE

Statistical learning and selective inference

(2015) Jonathan Taylor et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Statistical Crisis in Science

(2014) Andrew Gelman et al.   AMERICAN SCIENTIST

A Cognitive Interpretation of Data Analysis

(2014) Garrett Grolemund et al.   INTERNATIONAL STATISTICAL REVIEW

Visualizing samples with box plots

(2014) Martin Krzywinski et al.   NATURE METHODS

Does data splitting improve prediction?

(2014) Julian J. Faraway   STATISTICS AND COMPUTING

Valid post-selection inference

(2013) Richard Berk et al.   ANNALS OF STATISTICS

Estimation and Accuracy After Model Selection

(2013) Bradley Efron   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

When Mice Mislead

(2013) J. Couzin-Frankel   SCIENCE

Rerandomization to improve covariate balance in experiments

(2012) Kari Lock Morgan et al.   ANNALS OF STATISTICS

Models and simulations in material science: two cases without error bars

(2012) Sylvia Wenmackers et al.   STATISTICA NEERLANDICA

Tackling the widespread and critical impact of batch effects in high-throughput data

(2010) Jeffrey T. Leek et al.   NATURE REVIEWS GENETICS

Conditional predictive inference post model selection

(2009) Hannes Leeb   ANNALS OF STATISTICS

Circular analysis in systems neuroscience: the dangers of double dipping

(2009) Nikolaus Kriegeskorte et al.   NATURE NEUROSCIENCE

Data splitting as a countermeasure against hypothesis fishing: with a case study of predictors for low back pain

(2008) Fredrik A. Dahl et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY