====== In class activity ====== ---- * Finding theories * Finding research articles (2개) based on the theories you found the above * Building at least 2 hypotheses based the theories * Summarize the two articles * in class - * From the hypotheses you built * Identifying IVs, Dvs, etc. * Identifying level of measurement * Identifying the nature of hypothesis * and then * what you would do (plan) * measurement * data gathering * analysis * interpret ====== Theories, hypothesis test ====== [[:Theories]] [[:Research Question]] [[:Hypothesis]] ====== 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 ====== * [[: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]]