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c:g:mrm:2022:week12

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c:g:mrm:2022:week12 [2022/05/24 10:13] hkimscilc:g:mrm:2022:week12 [2022/05/24 12:58] hkimscil
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     * <del>[[:r:factor analysis]]</del>     * <del>[[:r:factor analysis]]</del>
  
 +
 +<code>
 +data("marketing", package = "datarium")
 +# 위에서 data importing이 안되면 아래 스크립트를 사용
 +marketing <- read.csv("http://commres.net/wiki/_media/marketing_from_datarium.csv")
 +
 +head(marketing, 4)
 +length(marketing$sales)
 +attach(marketing)
 +
 +
 +
 +# IV 3개로 multiple regression 
 +m.sa.all <- lm(sales~., data=marketing)
 +summary(m.sa.all)
 +# newspaper 영향력이 없다고 t-value, prb
 +
 +
 +# m.sa.yt <- lm(sales~youtube, data=marketing)
 +# m.sa.fb <- lm(sales~facebook, data=marketing)
 +m.sa.np <- lm(sales~newspaper, data=marketing)
 +# summary(m.sa.yt)
 +# summary(m.sa.fb)
 +summary(m.sa.np)
 +# newspaper가 sales를 설명한다. 설명력이 있다. 
 +# 영향력이 있다. IV와 DV 연관이 있다. 
 +
 +</code>
  
c/g/mrm/2022/week12.txt · Last modified: 2022/06/07 10:50 by hkimscil

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