# Category Multivariate Statistics

Delve into multivariate statistical methods to understand the complex relationships between variables.

## How To Run Multiple Moderation Analysis in R Like A Pro

In this lesson, we will learn how to run multiple moderation analysis in R. By exploring the impact of multiple moderators, we can deepen our understanding of the dynamics between our variables of interest and shed light on potential interactions.…

## How To Run Moderation Analysis in R with a Single Moderator

Diving into the world of statistics and eager to learn how to run moderation analysis in R with a single moderator? You’ve landed in the right place! Moderation analysis is an important statistical method that allows us to examine and…

## How to Run Mediation Analysis in R: 7 Easy Steps

Are you excited to learn how to run a mediation analysis in R? You’re in the right place! This comprehensive guide will walk you through every step of the mediation analysis in R using a dummy dataset of 30 respondents.…

## What is Linearity in Statistics and Why Should You Care?

What is linearity in statistics, you may ask? Well, have you ever looked at a scatter plot and noticed a pattern that seems to form a straight line? That’s when linearity in statistics comes into play. In this article, we’ll dive…

## How To Calculate Multiple Linear Regression Using SPSS

In this statistics lesson, we are going to learn how to calculate multiple linear regression using SPSS and interpret multiple linear regression output in SPSS. I am also going to provide you with an SPSS dataset for multiple linear regression…

## How To Run Mediation Analysis in SPSS [2 Methods]

In this statistics lab, we are going to learn how to run mediation analysis in SPSS as well as how to interpret mediation analysis in SPSS so that you know precisely where to look when writing your mediation analysis report…

## How To Perform Moderation Analysis in SPSS [2 Methods]

In this statistics lesson, we will learn how to perform moderation analysis in SPSS using two easy-to-learn methods.  The first method involves more steps but can be done without any additional SPSS extensions. The second method is simpler, faster, and…

## Mediators vs. Moderators In Research Explained

Mediators vs. moderators variables seem to be a source of much confusion among research students. On the surface, not only that both terms sound similar but also seem to serve identical purposes. This cannot be further from the truth. Let’s find…

## Step-by-step Moderation Analysis In AMOS

In this statistics tutorial, we are going to learn step-by-step how to conduct a moderation analysis in AMOS. We will use an easy-to-follow case study so you can practice along every step in the process. Moderation analysis often referred to…