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c:ms:2017:schedule:week15 [2017/06/14 09:41] – [t-test 2] hkimscilc: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
Line 40: Line 42:
 </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> </code>
 +====== Faired sample t-test ======
  
 <code>sleep <code>sleep
  
-sleep_wide <- data.frame(+sleep.wide <- data.frame(
     ID=1:10,     ID=1:10,
     group1=sleep$extra[1:10],     group1=sleep$extra[1:10],
     group2=sleep$extra[11:20]     group2=sleep$extra[11:20]
 ) )
-sleep_wide</code>+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> 
 + 
c/ms/2017/schedule/week15.1497402669.txt.gz · Last modified: 2017/06/14 09:41 by hkimscil

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