# EPPP Study Guide Podcast: Advanced Statistics Made Simple—MANOVA, ANCOVA, Factor Analysis, SEM, HLM, Mediation, Moderation & Effect Sizes

Page: https://stenobird.com/podcast/eppp-study-podcast-7349262/eppp-study-guide-podcast-advanced-statistics-made-simple-manova-ancova-factor-analysis-sem-hlm-mediation-moderation-effect-sizes
Text version: https://stenobird.com/podcast/eppp-study-podcast-7349262/eppp-study-guide-podcast-advanced-statistics-made-simple-manova-ancova-factor-analysis-sem-hlm-mediation-moderation-effect-sizes.md
Podcast: [EPPP Study Podcast-](https://stenobird.com/podcast/eppp-study-podcast-7349262)
Published: 2026-07-06T09:58:01+00:00
Episode link: https://www.spreaker.com/episode/eppp-study-guide-podcast-advanced-statistics-made-simple-manova-ancova-factor-analysis-sem-hlm-mediation-moderation-effect-sizes--72828644
Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/72828644/podcast_1783268949.mp3
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Duration seconds: 1030

## Resource

Advanced statistics can seem overwhelming, but they’re much easier once you understand what question each statistical test is designed to answer. In this episode, you’ll learn the most commonly tested advanced research methods on the EPPP—including MANOVA, ANCOVA, factor analysis, structural equation modeling (SEM), hierarchical linear modeling (HLM), mediation, moderation, non-parametric tests, and effect sizes—using clear definitions, memorable psychology examples, and practical EPPP tips. By the end of this lesson, you’ll know when to use each statistical technique, recognize them instantly on the exam, and finish with practice questions to reinforce your understanding.

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## Transcript

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