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Daniel Roelfs · Oct 24, 2020

Running an ICA on Questionnaires

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Introduction 
 If there was a statistics magazine and it were to have ads, the ad for independent component analysis (commonly referred to as the ICA) might read something like this: 
 
 Do you ever find yourself with a large number of highly related variables? Are you interested in studying constructs rather than specific measures? Would you rather work with a small number of…

Introduction

If there was a statistics magazine and it were to have ads, the ad for independent component analysis (commonly referred to as the ICA) might read something like this:

Do you ever find yourself with a large number of highly related variables? Are you interested in studying constructs rather than specific measures? Would you rather work with a small number of variables each capturing a large amount of variance instead of a large number of variables each capturing a small amount of variance?

Read on /posts/running-an-ica-on-questionnaires/

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