Seven steps toward more transparency in statistical practice

Discussion points for Bayesian inference

(2020) Balazs Aczel et al.   Nature Human Behaviour

Variability in the analysis of a single neuroimaging dataset by many teams

(2020) Rotem Botvinik-Nezer et al.   NATURE

Measuring the predictability of life outcomes with a scientific mass collaboration

(2020) Matthew J. Salganik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Time to get personal? The impact of researchers choices on the selection of treatment targets using the experience sampling methodology

(2020) Jojanneke A. Bastiaansen et al.   JOURNAL OF PSYCHOSOMATIC RESEARCH

Specification curve analysis

(2020) Uri Simonsohn et al.   Nature Human Behaviour

Visualization in Bayesian workflow

(2019) Jonah Gabry et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Scientists rise up against statistical significance

(2019) Valentin Amrhein et al.   NATURE

Moving to a World Beyond “p 

(2019) Ronald L. Wasserstein et al.   AMERICAN STATISTICIAN

Abandon Statistical Significance

(2019) Blakeley B. McShane et al.   AMERICAN STATISTICIAN

Multiple Perspectives on Inference for Two Simple Statistical Scenarios

(2019) Noah N. N. van Dongen et al.   AMERICAN STATISTICIAN

A consensus-based transparency checklist

(2019) Balazs Aczel et al.   Nature Human Behaviour

Data Sharing Statements for Clinical Trials

(2017) Darren B. Taichman et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Scanning the horizon: towards transparent and reproducible neuroimaging research

(2017) Russell A. Poldrack et al.   NATURE REVIEWS NEUROSCIENCE

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

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

Badges to Acknowledge Open Practices: A Simple, Low-Cost, Effective Method for Increasing Transparency

(2016) Mallory C. Kidwell et al.   PLOS BIOLOGY

The FAIR Guiding Principles for scientific data management and stewardship

(2016) Mark D. Wilkinson et al.   Scientific Data

Assessment of vibration of effects due to model specification can demonstrate the instability of observational associations

(2015) Chirag J. Patel et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Promoting an open research culture

(2015) B. A. Nosek et al.   SCIENCE

Use of positive and negative words in scientific PubMed abstracts between 1974 and 2014: retrospective analysis

(2015) Christiaan H Vinkers et al.   BMJ-British Medical Journal

Beyond Bar and Line Graphs: Time for a New Data Presentation Paradigm

(2015) Tracey L. Weissgerber et al.   PLOS BIOLOGY

Use of positive and negative words in scientific PubMed abstracts between 1974 and 2014: retrospective analysis

(2015) Christiaan H Vinkers et al.   BMJ-British Medical Journal

Why Tables Are Really Much Better Than Graphs

(2011) Andrew Gelman   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS