c:g:mrm:2022:week06
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Table of Contents
Theories, hypothesis test
Analysis
IVs
DVs
DV (usually)
level of measurement
| IV (nominal) | IV (ordinal) | IV (number) | |
| DV (number) | z-test t-test ANOVA Factorial ANOVA | correlation regression multiple regression factor analysis path analysis structural equation modeling |
|
| DV (nominal) | chi-square test | logit analysis logistics analysis |
Intro to basic statistics with mp4
- central limit theorem or CLT
- 관련 동영상
- https://youtu.be/rJdmkh38728 : 샘플링 (표집)
- https://youtu.be/Yo4Ilqm1m0o : 평균, 분산, 표준편차, 자유도, 확률이론, 표준오차, 샘플평균의 표준편차, 중심극한정리 –> 가설검증의 원리
- z-test :
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- https://youtu.be/Eje8lR8EXPc t-test: Intro
- https://youtu.be/BL9TZbDUVWg t-test: One sample t-test
- https://youtu.be/E7QUCYRcbM0 t-test: Independent samples t-test; repeated measure t-test 일부
- https://youtu.be/CV-DY9xdxtc t-test: Repeated measure t-test 계속
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- https://youtu.be/bNK5iIjAoHI : Intro to ANOVA (F-test)
- https://youtu.be/L9ns0vuvWJ8 : principles of ANOVA
- https://youtu.be/xOixsz4Qkz0 : ANOVA, calculation based on the principle
- https://youtu.be/kyVXFS3jts4 : post-hoc test / t-test vs. ANOVA
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- https://youtu.be/IpuyWhk1R9g : Factorial ANOVA
- https://youtu.be/UuJhej1eJJI : Factorial ANOVA by hand
- https://youtu.be/rl6zs1lK0BE : Factorial ANOVA egs.
- variance and covariance
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- https://youtu.be/Cj7mxGBrIU8 : Correlations 01
- https://youtu.be/oYKFeuAn140 : Correlations 02
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- https://youtu.be/68gho4ubOjs : Regression 1. Intro
- https://youtu.be/qXSRgSh1rw0 : Regression 2. e.g. 1
- https://youtu.be/I8wt2W7-Iio : Regression 3. e.g. 2
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- https://youtu.be/LOEinkXaskA : Multiple Regression 01 Intro.
- https://youtu.be/v6LswXPvEWY : Multiple Regression 03 Interpreting ivs
- https://youtu.be/tc6wb7fBmiY : Week13 Multiple Regression 02 Dummy variables
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- https://youtu.be/AXMtT5cYpZ4 Factor Analysis
c/g/mrm/2022/week06.1649724697.txt.gz · Last modified: 2022/04/12 09:51 by hkimscil