munichrent03: Data for the Rent Index 2003 in Munich, Germany
In LinRegInteractive: Interactive Interpretation of Linear Regression Models

munichrent03

R Documentation

Data for the Rent Index 2003 in Munich, Germany

Description

Sample of 2,053 appartments from the data collected for the preparation of the Munich rent index 2003.

Usage

data("munichrent03")

Format

A data frame with 2,053 observations on the following 12 variables.

rent: Net rent in EUR (numeric).
rentsqm: Net rent per square meter in EUR (numeric).
area: Floor area in square meters (numeric).
rooms: Number of rooms (numeric).
yearc: Year of construction (numeric).
bathextra: Factor: High quality equipment in the bathroom?
bathtile: Factor: Bathroom tiled?
cheating: Factor: Central heating available?
district: Urban district where the apartment is located. Factor with 25 levels: "All-Umenz" (Allach - Untermenzing), "Alt-Le" (Altstadt - Lehel), "Au-Haid" (Au - Haidhausen), "Au-Lo-La" (Aubing - Lochhausen - Langwied), "BamLaim" (Berg am Laim), "Bogenh" (Bogenhausen), "Feld-Has" (Feldmoching - Hasenbergl), "Had" (Hadern), "Laim" (Laim), "Lud-Isar"(Ludwigsvorstadt - Isarvorstadt), "Maxvor" (Maxvorstadt), "Mil-AmH" (Milbertshofen - Am Hart), "Moos" (Moosach), "Neuh-Nymp" (Neuhausen - Nymphenburg), "Obgies" (Obergiesing), "Pas-Obmenz" (Pasing - Obermenzing), "Ram-Per" (Ramersdorf - Perlach), "SchwWest" (Schwabing West), "Schwab-Frei" (Schwabing - Freimann), "Schwanth" (Schwanthalerhoehe), "Send" (Sendling), "Send-West" (Sendling - Westpark), "Th-Ob-Fo-Fu-So" (Thalkirchen - Obersendling - Forstenried - Fuerstenried - Solln), "Trud-Riem" (Trudering - Riem) and "Ugies-Har" (Untergiesing - Harlaching).
location: Quality of location. Ordered factor with levels "normal", "good" and "top".
upkitchen: Factor: Upscale equipment in kitchen?
wwater: Factor: Hot water supply available?

Source

\Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.5282/ubm/data.2")}

References

Fahrmeir, L., Kneib, T., Lang, S., Marx, B. (2013): Regression: Models, Methods and Applications. Berlin: Springer.

Fahrmeir, L., Kuenstler, R., Pigeot, I., Tutz, G. (2004): Statistik: der Weg zur Datenanalyse, 5th edition. Berlin: Springer.

Open Data LMU (2003): Muenchner Mietspiegel 2003.

Examples

data("munichrent03")
print(summary(munichrent03))

par(ask=TRUE)
plot(munichrent03[,1:5])
plot(rentsqm ~ bathextra, data=munichrent03)
plot(rentsqm ~ bathtile, data=munichrent03)
plot(rentsqm ~ cheating, data=munichrent03)
plot(rentsqm ~ location, data=munichrent03)
plot(rentsqm ~ upkitchen, data=munichrent03)
plot(rentsqm ~ wwater, data=munichrent03)

oldpar <- par(no.readonly = TRUE)
par(las=3, mar=c(8,4,4,2)+0.1)
plot(rentsqm ~ district, xlab=NA, data=munichrent03)
par(oldpar)

par(ask=FALSE)

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