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c:ms:2017:schedule:week15 [2017/06/14 09:36] – hkimscil | c:ms:2017:schedule:week15 [2017/06/15 09:02] (current) – hkimscil |
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====== t-test ====== | https://goo.gl/forms/x7NUmOxm2DxKmpd62 |
| |
| ====== two sample t-test ====== |
<code>x1 <- rnorm(10, mean=100, sd=15) | <code>x1 <- rnorm(10, mean=100, sd=15) |
x1 | x1 |
</code> | </code> |
| |
====== t-test 2 ====== | ====== one sample t-test 2 ====== |
| |
<code>a = c(65, 78, 88, 55, 48, 95, 66, 57, 79, 81) | <code>a = c(65, 78, 88, 55, 48, 95, 66, 57, 79, 81) |
| mean(a) |
| sd(a) |
| |
t.test(a, mu=60) | t.test(a, mu=60) |
| </code> |
| ====== Faired sample t-test ====== |
| |
| <code>sleep |
| |
| sleep.wide <- data.frame( |
| ID=1:10, |
| group1=sleep$extra[1:10], |
| group2=sleep$extra[11:20] |
| ) |
| sleep.wide |
| |
| t.test(sleep.wide$group1 - sleep.wide$group2, mu=0, var.equal=TRUE) |
| t.test(sleep.wide$group1, sleep.wide$group2, paired=TRUE) |
| </code> |
| |
| {{:survey_ms_2017.sav}} |
| ---- |
| gender: male vs. female |
| |
| <code>T-TEST GROUPS=tend(1 2) |
| /MISSING=ANALYSIS |
| /VARIABLES=bigco smallco likeprog |
| /CRITERIA=CI(.95). |
| </code> |
| |
| <code>T-TEST GROUPS=tend(1 2) |
| /MISSING=ANALYSIS |
| /VARIABLES=selfprom ethalright |
| /CRITERIA=CI(.95). |
| </code> |
| |
| ---- |
| tendency - hum/soc vs. natsc/eng |
| |
| <code>T-TEST GROUPS=gender(1 2) |
| /MISSING=ANALYSIS |
| /VARIABLES=bigco smallco likeprog |
| /CRITERIA=CI(.95). |
| </code> |
| |
| <code>T-TEST GROUPS=gender(1 2) |
| /MISSING=ANALYSIS |
| /VARIABLES=selfprom ethalright |
| /CRITERIA=CI(.95). |
| </code> |
| ====== ANOVA ====== |
| [[:r/oneway_anova|Oneway ANOVA]] |
| [[:r/twoway_anova|Twoway ANOVA]] |
| ====== Regression ====== |
| [[:/r/linear_regression|Linear Regression]] |
| [[:r/multiple_regression|Multiple Regression]] |
| |
| ====== class survey ====== |
| |
| <code> |
| UNIANOVA bigco BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA smallco BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA allowance BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA workhr BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA selfprom BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA ethalright BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA phmin BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA phpeo BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA textmin BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
| |
| UNIANOVA textpeo BY gender year2 |
| /METHOD=SSTYPE(3) |
| /INTERCEPT=INCLUDE |
| /PLOT=PROFILE(gender*year2) |
| /EMMEANS=TABLES(gender) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(year2) COMPARE ADJ(LSD) |
| /EMMEANS=TABLES(gender*year2) |
| /PRINT=OPOWER ETASQ DESCRIPTIVE |
| /CRITERIA=ALPHA(.05) |
| /DESIGN=gender year2 gender*year2. |
</code> | </code> |
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