Revision Guides
This series contains bite-sized statistical concepts designed to help you make sense of what you’re seeing during revision. Rather than focusing on full topics in isolation, these posts highlight the
Apr 3, 20262 min read
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HP4012 NTU Psychology Statistics: Overview
HP4012 (Applied Multivariate Methods for Psychological Research) teaches you a multitude of statistical skills needed to study complex research designs and theories. It is the final, and also only 4k
Dec 20, 20251 min readHP4012 NTU Psychology Statistics: Module Review (Cluster Analysis)
Note: this post is part of a series of posts regarding HP4012 (Applied Multivariate Methods for Psychological Research) The most machine learning-y of all the topics taught in HP4012: Cluster Analysis! Now, clustering is what is known as an unsupervi...
Dec 20, 202513 min readHP4012 NTU Psychology Statistics: Module Review (Logistic Regression)
Note: this post is part of a series of posts regarding HP4012 (Applied Multivariate Methods for Psychological Research), and assumes you are already familiar with Linear Regression Logistic Regression! As part of your undergraduate journey, you proba...
Dec 20, 202511 min readHP4012 NTU Psychology Statistics: Module Review (MANOVA)
Note: this post is part of a series of posts regarding HP4012 (Applied Multivariate Methods for Psychological Research), and assumes you are already familiar with ANOVA MANOVA (Multivariate Analysis of Variance) was a short topic in HP4012. It spanne...
Dec 20, 202510 min readHP4012 NTU Psychology Statistics: Module Review (Structural Equation Modelling Part 4, Model…
Note: this post is part of a series of posts regarding HP4012 (Applied Multivariate Methods for Psychological Research) In the previous post, we learnt about how to evaluate how well your model fits the data. However, in SEM studies, we typically fit...
Dec 20, 202510 min readHP4012 NTU Psychology Statistics: Module Review (Structural Equation Modelling Part 3, Model…
Note: this post is part of a series of posts regarding HP4012 (Applied Multivariate Methods for Psychological Research) On towards model estimation and model evaluation! Parameter Estimation for a SEM Model In SEM, parameters are estimated, not solve...
Dec 20, 202513 min readHP4012 NTU Psychology Statistics: Module Review (Structural Equation Modelling Part 2, Model…
Note: this post is part of a series of posts regarding HP4012 (Applied Multivariate Methods for Psychological Research) Now that we know how to draw a Path Diagram, the next step would naturally be to fit it. However, not all models can be fitted, an...
Dec 20, 202510 min readHP4012 NTU Psychology Statistics: Module Review (Structural Equation Modelling Part 1, Path…
Note: this post is part of a series of posts regarding HP4012 (Applied Multivariate Methods for Psychological Research) Structural Equation Modelling (SEM) was a huge part of HP4012 (Applied Multivariate Methods for Psychological Research). We spent ...
Dec 20, 202510 min read