Resources

 

We have an amazing team who curated many resources for the community.

Revisiting the replication crisis without false positives

Efforts to replicate portions of the scientific literature have lead to widely varying and often low rates of replicability. This has raised concerns over a ``replication crisis'' whereby many of the statistically significant claims in the published …

Rewarding Replications: A Sure and Simple Way to Improve Psychological Science

Although replications are vital to scientific progress, psychologists rarely engage in systematic replication efforts. In this article, we consider psychologists’ narrative approach to scientific publications as an underlying reason for this neglect …

Richard McElreath

A series of youtube videos about his book on statistical rethinking and Bayesian statistics

Rigor and Reproducibility

The information provided on this website is designed to assist the extramural community in addressing rigor and transparency in NIH grant applications and progress reports. Scientific rigor and transparency in conducting biomedical research is key to …

Rigor Champions and Resources

Efforts to Instill the Fundamental Principles of Rigorous ResearchRigorous experimental procedures and transparent reporting of research results are vital to the continued success of the biomedical enterprise at both the preclinical and the clinical …

Rigorous & Reproducible Research Practices

How do you know whether the quantitative research you’re consuming and producing is rigorous and reproducible? This course will draw on contemporary perspectives to help you answer this question. We'll discuss the whys and hows of statistical …

Rigorous Exploration in a Model-Centric Science via Epistemic Iteration

Urgent attention is needed to address generalizability problems in psychology. However, the current dominant paradigm centered on dichotomous results and rapid discoveries cannot provide the solution because of its theoretical inadequacies. We …

RIOT science club

A videos that discusses world-leading open science

RIPOSTE: A Framework for Improving the Design and Analysis of Laboratory-Based Research

Lack of reproducibility is an ongoing problem in some areas of the biomedical sciences. Poor experimental design and a failure to engage with experienced statisticians at key stages in the design and analysis of experiments are two factors that …

Risk of Bias in Reports of In Vivo Research: A Focus for Improvement

The reliability of experimental findings depends on the rigour of experimental design. Here we show limited reporting of measures to reduce the risk of bias in a random sample of life sciences publications, significantly lower reporting of …
JUST-OS