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Principal Component Analysis (PCA) using Minitab

4.1K views
Jan 2, 2022
42:24

n this video, I demonstrate how to run the Principal Component Analysis (PCA) and how to interpret the results. #NuwanMaduwansha Subscribe to my channel... https://www.youtube.com/channel/UCMQCvRtMnnNoBoTEdKWXSeQ/featured Download the data for the example here: https://docs.google.com/spreadsheets/d/1EmtvsT0ijupUNTRHSyV_KM-YuXYfCYMb/edit?usp=sharing&ouid=116314847746703562245&rtpof=true&sd=true See more videos How to create a composite index using the Principal component analysis (PCA) method in Minitab: https://youtu.be/8_mRmhWUH1w Principal Component Analysis (PCA) using Minitab: https://youtu.be/dDmKX8WyeWo Regression Analysis with a Categorical Moderator variable in SPSS: https://youtu.be/ovc5afnERRw Simple Linear Regression using Minitab : https://youtu.be/htxPeK8Bzgo Exploratory Factor analysis using R : https://youtu.be/kogx8E4Et9A How to download and Install Minitab 20.3 on your PC : https://youtu.be/_5ERDiNxCgY How to Download and Install IBM SPSS 26 : https://youtu.be/iV1eY7lgWnk Principal Component Analysis (PCA) using R : https://youtu.be/Xco8yY9Vf4k Profile Analysis using R : https://youtu.be/cJfXoBSJef4 Multivariate Analysis of Variance (MANOVA) using R: https://youtu.be/6Zgk_V1waQQ One sample Hotelling's T2 test using R : https://youtu.be/0dFeSdXRL4o How to Download & Install R & R Studio: https://youtu.be/GW0zSFUedYU Multiple Linear Regression using SPSS: https://youtu.be/QKIy1ikcxDQ Hotelling’s two sample T-squared test using R : https://youtu.be/w3Cn764OIJE Simple Linear Regression using SPSS : https://youtu.be/PJnrzUEsouM Confirmatory Factor Analysis using AMOS : https://youtu.be/aJPGehOBEJI One-Sample t-test using R : https://youtu.be/slzQo-fzm78 How to Enter Data into SPSS? : https://youtu.be/4gJaJWz1Trk Paired-Sample Hotelling T2 Test using R : https://youtu.be/jprJHur7jDY KMO and Bartlett's Test using R : https://youtu.be/KkaHf1TMak8 How to Calculate Validity Measures? : https://youtu.be/bem-t7qxToE How to Calculate Cronbach's Alpha using R : https://youtu.be/olIo8iPyd-0 Introduction to Structural Equation Modeling : https://youtu.be/FSbXNzjy0hk Introduction to AMOS : https://youtu.be/A34n4vOBXjA Path Analysis using AMOS : https://youtu.be/vRl2Py6zsaQ How to test the mediating effect using AMOS? : https://youtu.be/UjN95JfbeOo #pca #principalcomponent #multivariateanalysis #minitab

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Principal Component Analysis (PCA) using Minitab | NatokHD