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c:g:mrm:2022:week05 [2022/04/05 10:11] – created hkimscilc:g:mrm:2022:week05 [2022/04/07 13:45] (current) hkimscil
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 [[:Research Question]] [[:Research Question]]
 [[:Hypothesis]] [[:Hypothesis]]
 +
 +====== Analysis ======
 +
 +IVs
 +<del>DVs</del> 
 +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 ======
 +
 +  * [[:variance]] and [[:standard deviation]]
 +  * [[:sampling distribution]]
 +  * [[:central limit theorem]] or CLT
 +  * [[:hypothesis testing]]
 +  * 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]] : 
 +    * https://youtu.be/hX0mbKm6M4s
 +  * [[:t-test]]
 +    * 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
 +  * [[:ANOVA]] 
 +    * 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
 +  * [[:Factorial ANOVA]]
 +    * https://youtu.be/IpuyWhk1R9g : Factorial ANOVA
 +    * https://youtu.be/UuJhej1eJJI : Factorial ANOVA by hand
 +    * https://youtu.be/rl6zs1lK0BE : Factorial ANOVA egs.
 +
 +  * [[:variance]] and [[:covariance]]
 +  * [[:correlation]]
 +    * https://youtu.be/Cj7mxGBrIU8 : Correlations 01
 +    * https://youtu.be/oYKFeuAn140 : Correlations 02
 +  * [[:regression]]
 +    * 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
 +  * [[:multiple regression]]
 +    * 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 
 +
 +  * [[:factor analysis]]
 +    * https://youtu.be/AXMtT5cYpZ4 Factor Analysis
 +  * [[:path analysis]]
 +  * [[:structural equation modeling]]
 +
 +[[:social network analysis]]
 +
 +[[:logit analysis]]
 +
 +----
 +[[:제3자 효과이론과 침묵의 나선이론 연계성]]
  
c/g/mrm/2022/week05.1649121116.txt.gz · Last modified: 2022/04/05 10:11 by hkimscil

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