beav1                  package:MASS                  R Documentation

Body Temperature Series of Beaver 1

Description:

     Reynolds (1994) describes a small part of a study of the long-term
     temperature dynamics of beaver _Castor canadensis_ in
     north-central Wisconsin.  Body temperature was measured by
     telemetry every 10 minutes for four females, but data from a one
     period of less than a day for each of two animals is used there.

Usage:

     beav1

Format:

     The 'beav1' data frame has 114 rows and 4 columns. This data frame
     contains the following columns:

     'day' Day of observation (in days since the beginning of 1990),
          December 12-13.

     'time' Time of observation, in the form '0330' for 3.30am.

     'temp' Measured body temperature in degrees Celsius.

     'activ' Indicator of activity outside the retreat.


Note:

     The observation at 22:20 is missing.

Source:

     P. S. Reynolds (1994) Time-series analyses of beaver body
     temperatures. Chapter 11 of Lange, N., Ryan, L., Billard, L.,
     Brillinger, D., Conquest, L. and Greenhouse, J. eds (1994) _Case
     Studies in Biometry._ New York: John Wiley and Sons.

References:

     Venables, W. N. and Ripley, B. D. (2002) _Modern Applied
     Statistics with S._ Fourth edition.  Springer.

See Also:

     'beav2'

Examples:

     attach(beav1)
     beav1$hours <- 24*(day-346) + trunc(time/100) + (time%%100)/60
     plot(beav1$hours, beav1$temp, type="l", xlab="time",
        ylab="temperature", main="Beaver 1")
     usr <- par("usr"); usr[3:4] <- c(-0.2, 8); par(usr=usr)
     lines(beav1$hours, beav1$activ, type="s", lty=2)
     temp <- ts(c(beav1$temp[1:82], NA, beav1$temp[83:114]),
                start = 9.5, frequency = 6)
     activ <- ts(c(beav1$activ[1:82], NA, beav1$activ[83:114]),
                 start = 9.5, frequency = 6)

     acf(temp[1:53])
     acf(temp[1:53], type = "partial")
     ar(temp[1:53])
     act <- c(rep(0, 10), activ)
     X <- cbind(1, act = act[11:125], act1 = act[10:124],
               act2 = act[9:123], act3 = act[8:122])
     alpha <- 0.80
     stemp <- as.vector(temp - alpha*lag(temp, -1))
     sX <- X[-1, ] - alpha * X[-115,]
     beav1.ls <- lm(stemp ~ -1 + sX, na.action = na.omit)
     summary(beav1.ls, cor = FALSE)
     detach("beav1"); rm(temp, activ)

