tot.rss {rMR} | R Documentation |
Total Residual Sum of Squares for Broken Stick Model
Description
Calculates the total residual sum of squares for broken stick model (2 part)
Usage
tot.rss(data, break.pt, xvar, yvar)
Arguments
data |
data frame for calculating total residual sum of squares. |
break.pt |
This is the data point at which the data are split for a broken stick model. |
xvar |
The x-variable in the data frame for broken stick model. |
yvar |
The y-variable in the data frame for broken stick model. |
Value
The residual sum of squares of a broken stick model with a specified break point.
Author(s)
Tyler L. Moulton
See Also
Examples
## load data ##
data(fishMR)
## subset data to appropriate region ##
data<-fishMR[fishMR$DO.mgL < 4,]
data$times <- data$times-min(data$times)
data<-data[data$times< 6800,]
## calculate total RSS for different breakpoints ##
a1 <- tot.rss(data, break.pt = 4000,
xvar = "times", yvar = "DO.mgL")
a2 <- tot.rss(data, break.pt = 4250,
xvar = "times", yvar = "DO.mgL")
a3 <- tot.rss(data, break.pt = 4500,
xvar = "times", yvar = "DO.mgL")
a4 <- tot.rss(data, break.pt = 4750,
xvar = "times", yvar = "DO.mgL")
a5 <- tot.rss(data, break.pt = 5000,
xvar = "times", yvar = "DO.mgL")
a6 <- tot.rss(data, break.pt = 5250,
xvar = "times", yvar = "DO.mgL")
# a5 represents the break point for the
# best broken stick linear model of the
# above 6 options.
[Package rMR version 1.1.0 Index]