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steminc
steminc / scikits.statsmodels python
Repository URL to install this package:
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Version:
0.3.1 ▾
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### SETUP ###
d <- read.table("./stackloss.csv",sep=",", header=T)
attach(d)
library(MASS)
m1 <- rlm(STACKLOSS ~ AIRFLOW + WATERTEMP + ACIDCONC) # psi.huber default
m2 <- rlm(STACKLOSS ~ AIRFLOW + WATERTEMP + ACIDCONC, psi = psi.hampel, init = "lts")
m3 <- rlm(STACKLOSS ~ AIRFLOW + WATERTEMP + ACIDCONC, psi = psi.bisquare)
results1 <- summary(m1)
results2 <- summary(m2)
results3 <- summary(m3)
m4 <- rlm(STACKLOSS ~ AIRFLOW + WATERTEMP + ACIDCONC, scale.est="Huber") # psi.huber default
m5 <- rlm(STACKLOSS ~ AIRFLOW + WATERTEMP + ACIDCONC, scale.est="Huber", psi = psi.hampel, init = "lts")
m6 <- rlm(STACKLOSS ~ AIRFLOW + WATERTEMP + ACIDCONC, scale.est="Huber", psi = psi.bisquare)
results4 <- summary(m4)
results5 <- summary(m5)
results6 <- summary(m6)