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| c:ms:2017:schedule:week15 [2017/06/14 09:55] – [ANOVA] hkimscil | c:ms:2017:schedule:week15 [2017/06/15 09:02] (current) – hkimscil |
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| | https://goo.gl/forms/x7NUmOxm2DxKmpd62 |
| | |
| ====== two sample t-test ====== | ====== two sample t-test ====== |
| <code>x1 <- rnorm(10, mean=100, sd=15) | <code>x1 <- rnorm(10, mean=100, sd=15) |
| </code> | </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 ====== | ====== ANOVA ====== |
| [[:r/oneway_anova|Oneway]] | [[:r/oneway_anova|Oneway ANOVA]] |
| | [[:r/twoway_anova|Twoway ANOVA]] |
| | ====== Regression ====== |
| | [[:/r/linear_regression|Linear Regression]] |
| | [[:r/multiple_regression|Multiple Regression]] |
| |
| | ====== class survey ====== |
| |
| <code> | <code> |
| data(InsectSprays) | UNIANOVA bigco BY gender year2 |
| str(InsectSprays) | /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. |
| |
| attach(InsectSprays) | UNIANOVA smallco BY gender year2 |
| tapply(count, spray, mean) | /METHOD=SSTYPE(3) |
| tapply(count, spray, var) | /INTERCEPT=INCLUDE |
| tapply(count, spray, length) | /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. |
| |
| boxplot(count ~ spray) # boxplot(count~spray, data=InsectSprays) if not attached | 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. |
| |
| one <- oneway.test(count ~ spray) # oneway.test(count~spray, data=InsectSprays) if not attached | UNIANOVA workhr BY gender year2 |
| summary(one) | /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. |
| |
| aov.out <- aov(count ~ spray, data=InsectSprays) | UNIANOVA selfprom BY gender year2 |
| summary(aov.out) | /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. |
| |
| pairwise.t.test(InsectSprays$count, InsectSprays$spray) | UNIANOVA ethalright BY gender year2 |
| TukeyHSD(aov.out) | /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. |
| |
| [[:r/twoway_anova|Twoway]] | 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> |
| |
| |