Resources

The best way to learn how to program is to do something useful, so this introduction to MATLAB is built around a common scientific task: data analysis. Our real goal isn’t to teach you MATLAB, but to teach you the basic concepts that all programming …

The best way to learn how to program is to do something useful, so this introduction to Python is built around a common scientific task: data analysis. Arthritis Inflammation We are studying inflammation in patients who have been given a new …

The best way to learn how to program is to do something useful, so this introduction to R is built around a common scientific task: data analysis. Our real goal isn’t to teach you R, but to teach you the basic concepts that all programming depends …

Data Carpentry Genomics workshop lesson to learn how to structure your metadata, organize and document your genomics data and bioinformatics workflow, and access data on the NCBI sequence read archive (SRA) database. Good data organization is the …

The Project Teaching Integrity in Empirical Research (TIER) develops methods and tools for enhancing research transparency through teaching. These can be used by faculty who teach quantitative methods or supervise student research. TIER further …

The purpose of this paper is to help think through the advantages and costs of rigorous pre-specification of statistical analysis plans in economics. A pre-analysis plan pre-specifies in a precise way the analysis to be run before examining the data. …

Author guidelines for journals could help to promote transparency, openness, and reproducibility

The open-science movement is driven by the desire to increase research transparency, accessibility, and equity in conducting, reporting, and sharing research. Because open science aims to enable access and inclusion, and because incivility impedes …

Social scientists should adopt higher transparency standards to improve the quality and credibility of research.

This repository provides resources for faculty and academic units to re-imagine faculty rewards and incentives, and in particular how faculty are evaluated for promotion and tenure, with the goal of maximizing inclusivity in science by changing how …