Interaction in statistics refers to a situation where the effect of one independent variable on a dependent variable differs depending on the level of another independent variable. This …

We reviewed 645 papers published from 2019 to 2020 and found that, in the 93.2% of studies reporting a statistically significant interaction effect (N = 221), post-hoc pairwise comparisons …

Apr 10, 2025 · Understanding interaction effects is crucial for building more accurate and insightful statistical models. This blog post will provide a comprehensive exploration of …

May 6, 2025 · Interaction effects are common in regression models, ANOVA, and designed experiments. In this post, I explain interaction effects, the interaction effect test, how to …

Dec 14, 2024 · Interactions are a common statistical technique in regression analysis across the social and behavioral sciences. But what are they, exactly? This guide covers how to …

Jul 4, 2022 · This tutorial introduces the basic idea of interaction effects in data analysis. This tutorial includes what an interaction effect is, examples of an interaction effect, and the …

Feb 1, 2020 · To investigate how people interact with data, a new area of study called “Human-Data Interaction” (HDI) is emerging. In this article, we conduct a thorough literature review to …

This chapter thus focuses on the various aspects of human interaction with data, with an emphasis on three areas: data visualization and exploration, crowdsourced data acquisition, …

Oct 21, 2024 · Statistical interaction occurs when the relationship between two variables is influenced by a third variable. Unlike simple linear relationships where the effect of a variable …

Identify some of the common pitfalls in data analysis, interpretation, and presentation. Enable you to be able to interpret and present your findings in a meaningful and appropriate manner. 8.1 …