Implications of the credibility revolution for productivity, creativity, and progress

S Vazire - Perspectives on Psychological Science, 2018 - journals.sagepub.com
The credibility revolution (sometimes referred to as the “replicability crisis”) in psychology
has brought about many changes in the standards by which psychological science is …

State of the art: Reproducibility in artificial intelligence

OE Gundersen, S Kjensmo - Proceedings of the AAAI conference on …, 2018 - ojs.aaai.org
Background: Research results in artificial intelligence (AI) are criticized for not being
reproducible. Objective: To quantify the state of reproducibility of empirical AI research using …

Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015

CF Camerer, A Dreber, F Holzmeister, TH Ho… - Nature human …, 2018 - nature.com
Being able to replicate scientific findings is crucial for scientific progress,,,,,,,,,,,,,–. We
replicate 21 systematically selected experimental studies in the social sciences published in …

The preregistration revolution

BA Nosek, CR Ebersole… - Proceedings of the …, 2018 - National Acad Sciences
Progress in science relies in part on generating hypotheses with existing observations and
testing hypotheses with new observations. This distinction between postdiction and …

[图书][B] Statistical inference as severe testing: How to get beyond the statistics wars

DG Mayo - 2018 - books.google.com
Mounting failures of replication in social and biological sciences give a new urgency to
critically appraising proposed reforms. This book pulls back the cover on disagreements …

Rejecting or accepting parameter values in Bayesian estimation

JK Kruschke - Advances in methods and practices in …, 2018 - journals.sagepub.com
This article explains a decision rule that uses Bayesian posterior distributions as the basis
for accepting or rejecting null values of parameters. This decision rule focuses on the range …

Many analysts, one data set: Making transparent how variations in analytic choices affect results

R Silberzahn, EL Uhlmann, DP Martin… - … in Methods and …, 2018 - journals.sagepub.com
Twenty-nine teams involving 61 analysts used the same data set to address the same
research question: whether soccer referees are more likely to give red cards to dark-skin …

A practical primer to power analysis for simple experimental designs

M Perugini, M Gallucci, G Costantini - Revue Internationale de …, 2018 - boa.unimib.it
Power analysis is an important tool to use when planning studies. This contribution aims to
remind read-ers what power analysis is, emphasize why it matters, and articulate when and …

Small is beautiful: In defense of the small-N design

PL Smith, DR Little - Psychonomic bulletin & review, 2018 - Springer
The dominant paradigm for inference in psychology is a null-hypothesis significance testing
one. Recently, the foundations of this paradigm have been shaken by several notable …

Chronic obstructive pulmonary disease in China: a nationwide prevalence study

L Fang, P Gao, H Bao, X Tang, B Wang… - The Lancet …, 2018 - thelancet.com
Background Because of the rapid change in economic development and lifestyle in China,
and the ageing population, concerns have grown that chronic obstructive pulmonary …