Conceptual and Statistical Knowledge

 

Theory Construction and Model-Building Skills: A Practical Guide for Social Scientists

Meeting a crucial need for graduate students and newly minted researchers, this innovative text provides hands-on tools for generating ideas and translating them into formal theories. It is illustrated with numerous practical examples drawn from …

AutoResearch Research Plan Builder — seven decisions before a model run

AutoResearch (autoresearch.me) provides a separate, free Research Plan Builder with no account required. The full AutoResearch system is in administrator-approved private beta, subject to compute, data and research-scope limits. This public …

Sample Size Planning for the Standardized Mean Difference: Accuracy in Parameter Estimation via Narrow Confidence Intervals

Methods for planning sample size (SS) for the standardized mean difference so that a narrow confidence interval (CI) can be obtained via the accuracy in parameter estimation (AIPE) approach are developed. One method plans SS so that the expected …

ShareStats - The open statistics assessment itembank

ShareStats is the world’s largest public repository of open-source statistics assessment items, developed to support high-quality, data-informed education. This collaborative initiative brings together multiple Dutch universities and universities of …

Tutorial/R code for creating plots for 2-way interactions

ggplot2, as I’ve already made clear, is one of my favourite packages for R. And since that original post about ggplot2 remains one of my most frequently visited, I thought I would proceed with starting a series of posts called “Make It Pretty”, all …

IRCC and ESDC Open Data Field Guide: What Each Canadian Immigration Dataset Actually Counts

A free reference guide to 25 Canadian immigration records on the Government of Canada's Open Government Portal (open.canada.ca): datasets published by IRCC, ESDC, the Immigration and Refugee Board, Statistics Canada and CBSA, and one Canada Gazette …

Express Entry Invited Candidates: Reproducibility Lab (2026)

A free, self-guided spreadsheet exercise using an archived, official IRCC invited-candidate data release (2015 to July 31, 2026). Ten calculation questions and three interpretation prompts teach reproducible aggregation, rounded and suppressed data …

A proposal for a new editorial policy in the social sciences.

“… there's this desert prison, see, with an old prisoner, resigned to his life, and a young one just arrived. The young one talks constantly of escape, and, after a few months, he makes a break. He's gone a week, and then he's brought back by the …

A survey of the statistical power of research in behavioral ecology and animal behavior.

We estimated the statistical power of the first and last statistical test presented in 697 papers from 10 behavioral journals. First tests had significantly greater statistical power and reported more significant results (smaller p values) than did …

A systematic review of statistical power in software engineering experiments.

Statistical power is an inherent part of empirical studies that employ significance testing and is essential for the planning of studies, for the interpretation of study results, and for the validity of study conclusions. This paper reports a …
JUST-OS