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c:ms:2025:schedule:week06_t-test_and_anova_note [2025/04/10 10:27] – [t-test] hkimscilc:ms:2025:schedule:week06_t-test_and_anova_note [2025/04/14 08:35] (current) – [t-test, different approach] hkimscil
Line 462: Line 462:
 abline(v = mean.a, lty=2, lwd=3, col="blue" abline(v = mean.a, lty=2, lwd=3, col="blue"
 abline(v = mean.b, lty=2, lwd=3, col="darkgreen" abline(v = mean.b, lty=2, lwd=3, col="darkgreen"
 +
 +# or
 +hist(A, xlim=c(0,50), ylim=c(0,8), col="red")
 +hist(B, add=T, col=rgb(0, 1, 0, 0.5))
 +abline(v=mean(dat), col="black")
 +abline(v=mean(A), col="red")
 +abline(v=mean(B), col="darkgreen")
 </code> </code>
  
Line 537: Line 544:
 f.calculated.pvalue <- 1-pf(f.calculated, df1=df.between, df2=df.within) f.calculated.pvalue <- 1-pf(f.calculated, df1=df.between, df2=df.within)
 f.calculated.pvalue f.calculated.pvalue
 +</code>
 +
 +<code>
 +x <- rf(500000, df1 = df.between, df2 = df.within)
 +hist(x,
 +     breaks = "Scott",
 +     freq = FALSE,
 +     xlim = c(0, 7),
 +     ylim = c(0, 3),
 +     xlab = "",
 +     main = "Histogram for a F-distribution 
 +     with df1 = 1 and df2 = 30",
 +     cex.main = 0.9
 +)
 +curve(df(x, df1 = df.between, df2 = df.within), 
 +      from = 0, to = 8, n = 5000, 
 +      col = "red", lwd = 2, 
 +      add = T)
 +abline(v=f.calculated, col="blue", lwd=2, lty="dotted")
 +
 +f.calculated.pvalue
 +1 - f.calculated.pvalue
 +</code>
 +
 +<code>
 # 한편,  t test를 했었을 때 (A, B 그룹을 가지고 independent  # 한편,  t test를 했었을 때 (A, B 그룹을 가지고 independent 
 # samples t-test를) 아웃 풋은  # samples t-test를) 아웃 풋은 
Line 648: Line 680:
 > abline(v = mean.b, lty=2, lwd=3, col="darkgreen" > abline(v = mean.b, lty=2, lwd=3, col="darkgreen"
  
 +> # or 
 +> hist(A, xlim=c(0,50), ylim=c(0,8), col="red")
 +> hist(B, add=T, col=rgb(0, 1, 0, 0.5))
 +> abline(v=mean(dat), col="black")
 +> abline(v=mean(A), col="red")
 +> abline(v=mean(B), col="darkgreen")
 </code> </code>
 +
 {{c:ms:2025:schedule:pasted:20250409-075631.png?550}} {{c:ms:2025:schedule:pasted:20250409-075631.png?550}}
 +{{:c:ms:2025:schedule:pasted:20250414-083514.png?550}}
 <code> <code>
 > # mean.total 에서 그룹a의 평균까지의 차이를 구한 후 > # mean.total 에서 그룹a의 평균까지의 차이를 구한 후
c/ms/2025/schedule/week06_t-test_and_anova_note.1744248456.txt.gz · Last modified: 2025/04/10 10:27 by hkimscil

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