Centering in Moderation Analysis: A Guide
R
statistics
code
datawaizard
moderation
interactions
This blog post will cover what centering is, what a sum-to-zero contrast is, why and when you should use them, and how you can do them in
R
. Specifically, we will focus on…
Ordinal Regression as a Model for Signal Detection
R
statistics
code
ordinal regression
signal detection theory
I was basically done with this blog post when I came across Matti Vuorre’s post on the same exact topic. Matti goes into all the details, and really the present post can be…
Everything You Always Wanted to Know About ANOVA*
(*But Were Afraid to Ask)
statistics
R
regression
ANOVA
interactions
linear models
code
glm
Analysis of variance (ANOVA) is a statistical procedure, developed by R. A. Fisher, used to analyze the relationship between a continuous outcome (dependent variable) and…
(What to do) When Predictors Co-Vary
statistics
R
emmeans
code
glm
multicollinearity
assumptions
Co-varying predictors can be a messy business. They make estimates unstable, reducing our statistical power and making interpretation more difficult. In this post I will…
The Mysterious Case of the Ghost Interaction
R
statistics
ANOVA
code
linear mixed models
This spooky post was written in collaboration with Yoav Kessler (@yoav_kessler) and Naama Yavor (@namivor)..
(Bootstrapping) Follow-Up Contrasts for Within-Subject ANOVAs (part 2)
R
statistics
ANOVA
bootstrap
code
mixed-design
permutation
A while back I wrote a post demonstrating how to bootstrap follow-up contrasts for repeated-measure ANOVAs for cases where you data violates some / any assumptions. Here is…
Signal Detection Theory vs. Logistic Regression
R
statistics
code
logistic regression
signal detection theory
I recently came across a paper that explained the equality between the parameters of signal detection theory (SDT) and the parameters of logistic regression in which the…
(Bootstrapping) Follow-Up Contrasts for Within-Subject ANOVAs
R
statistics
ANOVA
bootstrap
code
mixed-design
permutation
So you’ve run a repeated-measures ANOVA and found that your residuals are neither normally distributed, nor homogeneous, or that you are in violation of any other assumptions…
Common Practice (misuse of) Moderation in Regression
statistics
assumptions
interactions
linear models
moderation
regression
… or how I stopped trusting standardized coefficients.
What ARE the Assumptions of Linear Regression?
statistics
assumptions
linear models
regression
When you assume,
you make an ass out of you and me.
you make an ass out of you and me.
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