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Redefine statistical significance
TLDR
The default P-value threshold for statistical significance is proposed to be changed from 0.05 to 0.005 for claims of new discoveries in order to reduce uncertainty in the number of discoveries. Expand
Estimating the reproducibility of psychological science
TLDR
A large-scale assessment suggests that experimental reproducibility in psychology leaves a lot to be desired, and correlational tests suggest that replication success was better predicted by the strength of original evidence than by characteristics of the original and replication teams. Expand
A practical solution to the pervasive problems ofp values
  • E. Wagenmakers
  • Psychology, Medicine
  • Psychonomic bulletin & review
  • 1 October 2007
TLDR
The BIC provides an approximation to a Bayesian hypothesis test, does not require the specification of priors, and can be easily calculated from SPSS output. Expand
Bayesian inference for psychology. Part II: Example applications with JASP
TLDR
This part of this series introduces JASP (http://www.jasp-stats.org), an open-source, cross-platform, user-friendly graphical software package that allows users to carry out Bayesian hypothesis tests for standard statistical problems. Expand
AIC model selection using Akaike weights
TLDR
It is demonstrated that AIC values can be easily transformed to so-called Akaike weights, which can be directly interpreted as conditional probabilities for each model. Expand
Bayesian Cognitive Modeling: A Practical Course
Part I. Getting Started: 1. The basics of Bayesian analysis 2. Getting started with WinBUGS Part II. Parameter Estimation: 3. Inferences with binomials 4. Inferences with Gaussians 5. Some examplesExpand
A manifesto for reproducible science
TLDR
This work argues for the adoption of measures to optimize key elements of the scientific process: methods, reporting and dissemination, reproducibility, evaluation and incentives, in the hope that this will facilitate action toward improving the transparency, reproducible and efficiency of scientific research. Expand
Statistical Evidence in Experimental Psychology
TLDR
The authors provide a practical comparison of p values, effect sizes, and default Bayes factors as measures of statistical evidence, using 855 recently published t tests in psychology and conclude that the Bayesian approach is comparatively prudent, preventing researchers from overestimating the evidence in favor of an effect. Expand
An EZ-diffusion model for response time and accuracy
TLDR
This work studied the performance of the EZ-diffusion model in terms of parameter recovery and robustness against misspecification by using Monte Carlo simulations and the model was also applied to a real-world data set. Expand
Striatum and pre-SMA facilitate decision-making under time pressure
TLDR
Functional neuroimaging showed that cueing for speed activates the striatum and the pre-supplementary motor area, brain structures that are part of a closed-loop motor circuit involved in the preparation of voluntary action plans. Expand
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