munichrent03: Data for the Rent Index 2003 in Munich, Germany

In LinRegInteractive: Interactive Interpretation of Linear Regression Models

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

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)

Example output

Loading required package: rpanel
Loading required package: tcltk
Package `rpanel', version 1.1-4: type help(rpanel) for summary information
Loading required package: xtable
Warning message:
no DISPLAY variable so Tk is not available 
      rent            rentsqm            area           rooms      
 Min.   :  77.31   Min.   : 1.470   Min.   : 17.0   Min.   :1.000  
 1st Qu.: 389.95   1st Qu.: 6.800   1st Qu.: 53.0   1st Qu.:2.000  
 Median : 534.30   Median : 8.470   Median : 67.0   Median :3.000  
 Mean   : 570.09   Mean   : 8.394   Mean   : 69.6   Mean   :2.598  
 3rd Qu.: 700.48   3rd Qu.:10.090   3rd Qu.: 83.0   3rd Qu.:3.000  
 Max.   :1789.55   Max.   :20.090   Max.   :185.0   Max.   :6.000  
                                                                   
     yearc      bathextra  bathtile   cheating        district      location   
 Min.   :1918   no :1862   yes:1673   yes:1878   Neuh-Nymp: 177   normal:1205  
 1st Qu.:1948   yes: 191   no : 380   no : 175   Lud-Isar : 161   good  : 803  
 Median :1960                                    Au-Haid  : 139   top   :  45  
 Mean   :1958                                    SchwWest : 137                
 3rd Qu.:1973                                    Maxvor   : 132                
 Max.   :2001                                    Laim     : 117                
                                                 (Other)  :1190                
 upkitchen  wwater    
 no :1903   yes:1981  
 yes: 150   no :  72  
                      
                      
                      
                      
                      

LinRegInteractive documentation built on March 26, 2020, 7:26 p.m.