Differences

This shows you the differences between two versions of the page.

--- c:g:mrm:2022:week05 [2022/04/05 01:33] – [Analysis] hkimscil
+++ c:g:mrm:2022:week05 [2022/04/07 04:45] (current) – hkimscil
@@ Line 36: / Line 36: @@
 | DV \\ (nominal)  | [[:chi-square test]]   |    | [[:logit analysis]] \\ [[:logistics analysis]]   |
-[[:variance]] and [[:standard deviation]]
+====== Intro to basic statistics with mp4 ======
-[[:sampling distribution]]
-[[:central limit theorem]] or CLT
-[[:hypothesis testing]]
+  * [[:variance]] and [[:standard deviation]]
-[[:z-test]]
+  * [[:sampling distribution]]
-[[:t-test]]
+  * [[:central limit theorem]] or CLT
-[[:ANOVA]]
+  * [[:hypothesis testing]]
-[[:Factorial ANOVA]]
+  * 관련 동영상
+    * https://youtu.be/rJdmkh38728 : 샘플링 (표집)
+    * https://youtu.be/Yo4Ilqm1m0o : 평균, 분산, 표준편차, 자유도, 확률이론, 표준오차, 샘플평균의 표준편차, 중심극한정리 --> 가설검증의 원리
-[[:variance]] and [[:covariance]]
-[[:correlation]]
+  * [[:z-test]] :
-[[:regression]]
+    * https://youtu.be/hX0mbKm6M4s
-[[:multiple regression]]
+  * [[:t-test]]
-[[:factor analysis]]
+    * https://youtu.be/Eje8lR8EXPc t-test: Intro
-[[:path analysis]]
+    * https://youtu.be/BL9TZbDUVWg t-test: One sample t-test
-[[:structural equation modeling]]
+    * 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]]