Wagner's Hannover Employment Growth Data
Wagner (1994) investigates the rate of employment growth (y
) as
function of percentage of people engaged in producation
activities (PA
) and higher services
(HS
) and of the growth of these percentages (GPA
,
GHS
) during three time periods in 21 geographical regions of
the greater Hannover area.
data(wagnerGrowth, package="robustbase")
A data frame with 21 * 3 = 63 observations
(one per Region x Period
) on the following 7 variables.
Region
a factor
with 21 levels, denoting
the corresponding region in Hannover (conceptually a “block
factor”).
PA
numeric: percent of people involved in production activities.
GPA
growth of PA
.
HS
a numeric vector
GHS
a numeric vector
y
a numeric vector
Period
a factor
with levels 1:3
,
denoting the time period, 1 = 1979-1982, 2 = 1983-1988, 3 = 1989-1992.
Hubert, M. and Rousseeuw, P. J. (1997). Robust regression with both continuous and binary regressors, Journal of Statistical Planning and Inference 57, 153–163.
Wagner J. (1994). Regionale Beschäftigungsdynamik und höherwertige Produktionsdienste: Ergebnisse für den Grossraum Hannover (1979-1992). Raumforschung und Raumordnung 52, 146–150.
data(wagnerGrowth) ## maybe str(wagnerGrowth) require(lattice) (xyplot(y ~ Period | Region, data = wagnerGrowth, main = "wagnerGrowth: 21 regions @ Hannover")) (dotplot(y ~ reorder(Region,y,median), data = wagnerGrowth, main = "wagnerGrowth", xlab = "Region [ordered by median(y | Region) ]"))
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