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using_dummy_variables [2026/06/09 23:38] hkimscilusing_dummy_variables [2026/06/14 23:15] (current) – [Regression with two Catogorical IVs] hkimscil
Line 1137: Line 1137:
  
  
 +</code>
 +{{pasted:20260609-230452.png?600}}
 +
 +<code>
 > # 1. 평균을 빼준 값을 새로운 변인으로 저장 > # 1. 평균을 빼준 값을 새로운 변인으로 저장
 > df$meals_centered <-  > df$meals_centered <- 
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 +</code>
 +{{pasted:20260609-230505.png?600}}
 +
 +<code>
 > # Install the package if you do not have it > # Install the package if you do not have it
 > # install.packages("interactions") > # install.packages("interactions")
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 +</code>
 +{{pasted:20260609-230516.png?600}}
 +
 +<code>
 > m.ellyr_rnd <- lm(api00~ell+yr_rnd, data=df) > m.ellyr_rnd <- lm(api00~ell+yr_rnd, data=df)
 > summary(m.ellyr_rnd) > summary(m.ellyr_rnd)
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 </code> </code>
 +{{pasted:20260609-230601.png?600}}
 +
 </tabbox> </tabbox>
-{{pasted:20260609-230452.png?600}} 
-{{pasted:20260609-230505.png?600}} 
-{{pasted:20260609-230516.png?600}} 
-{{pasted:20260609-230601.png?600}} 
  
 ===== Regression with a categorical and a continuous IV: e.g. 2 ===== ===== Regression with a categorical and a continuous IV: e.g. 2 =====
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 > nobr.to100 <- coefs[1]+coefs[2]+coefs[4] > nobr.to100 <- coefs[1]+coefs[2]+coefs[4]
 > cat(br.to46, br.to80, br.to100) > cat(br.to46, br.to80, br.to100)
-808.0131 644.2758 526.33> cat(nobr.to46, nobr.to80, nobr.to100)+808.0131 644.2758 526.33 
 +> cat(nobr.to46, nobr.to80, nobr.to100)
 765.0531 601.3157 483.3699>  765.0531 601.3157 483.3699> 
 </code> </code>
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 > nobr.to100 <- coefs[1]+coefs[2]+coefs[4]+coefs[6] > nobr.to100 <- coefs[1]+coefs[2]+coefs[4]+coefs[6]
 > cat(br.to46, br.to80, br.to100) > cat(br.to46, br.to80, br.to100)
-809.6855 645.2735 521.4925> cat(nobr.to46, nobr.to80, nobr.to100)+809.6855 645.2735 521.4925 
 +> cat(nobr.to46, nobr.to80, nobr.to100)
 735.4286 593.5333 488 735.4286 593.5333 488
  
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 이전 식 이전 식
-y hat = 808.013 + -42.960*(yr_rndno_break) + -163.737(mealcat47-80) + -281.683(mealcat81-100)+y hat = 808.013 + -42.960 * (nobr) + -163.737 (to80) + -281.683 (to100)
 위의 식 위의 식
-y hat = 809.685 +  -74.257*(yr_rndno_break) +  +y hat = 809.685 +  -74.257*(nobr) +  
-                  -164.412*(mealcat47-80) +   +                  -164.412*(to80) +   
-                  -288.193*(mealcat81-100) + +                  -288.193*(to100) + 
-                   22.517*(yr_rndno_break:mealcat47-80) +   --> aaaaa case +                   22.517*(nobr:to80) +   --> aaaaa case 
-                   40.764*(yr_rndno_break:mealcat81-100)    --> bbbbb case+                   40.764*(nobr:to100)    --> bbbbb case
  
 yr_rnd: yr_rnd:
using_dummy_variables.1781048320.txt.gz · Last modified: by hkimscil

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