Data

 

Poor statistical reporting, inadequate data presentation and spin persist despite editorial advice

The Journal of Physiology and British Journal of Pharmacology jointly published an editorial series in 2011 to improve standards in statistical reporting and data analysis. It is not known whether reporting practices changed in response to the …

Pre-results Review in Economics: Lessons Learned from Setting up Registered Reports

Hear from Andrew Foster, editor at the Journal of Development Economics, and Irenaeus Wolff, a guest editor for Experimental Economics, as they discuss their experiences with implementing the Registered Reports format, how it was received by authors, …

Preparing code and data for computationally reproducible collaboration and publication: a hands-on workshop

Computational analyses are playing an increasingly central role in research. Journals, funders, and researchers are calling for published research to include associated data and code. However, many involved in research have not received training in …

Preregistration: Improve Research Rigor, Reduce Bias

In this webinar Professor Brian Nosek, Executive Director of the Center for Open Science (https://cos.io), outlines the practice of Preregistration and how it can aid in increasing the rigor and reproducibility of research. The webinar is co-hosted …

Presentations Given by Center for Open Science

A collection of slides for virtually all presentations given by Center for Open Science staff since its founding in 2013.

Programming with MATLAB

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 …

Programming with Python

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 …

Programming with R

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 …

Project Organization and Management for Genomics

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 …

Public Availability of Published Research Data in High-Impact Journals

Background There is increasing interest to make primary data from published research publicly available. We aimed to assess the current status of making research data available in highly-cited journals across the scientific literature. Methods and …
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