rent: Munich Rent Data

In structree: Tree-Structured Clustering

Description

The data set is part of the Munich rent index in 2003. It is available from the data archive of the Department of Statistics at the University of Munich (http://www.statistik.lmu.de/service/datenarchiv).

Usage

data(rent)

Format

A data frame containing 2053 observations on 11 variables:

nmqm net rent per square meter (metric)

wfl floor space (metric)

rooms number of rooms (ordinal)

bj year of construction (ordinal)

bez residential area (norminal)

ww0 hot water supply (1: no, 0: yes)

zh0 central heating (1: no, 0: yes)

badkach0 tiled bathroom (1: no, 0: yes)

badextra supplementary equipment in bathroom (1: yes, 0: no)

kueche well equipped kitchen (1: yes, 0: no)

quality quality of residential area (ordinal)

References

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

Examples

data(rent)

y <- rent$nmqm
X <- rent[,-1]

boxplot(y)
summary(X)
 

Example output

Loading required package: mgcv
Loading required package: nlme
This is mgcv 1.8-25. For overview type 'help("mgcv-package")'.
Loading required package: lme4
Loading required package: Matrix

Attaching package: 'lme4'

The following object is masked from 'package:nlme':

    lmList

Loading required package: penalized
Loading required package: survival
Welcome to penalized. For extended examples, see vignette("penalized").
      wfl        rooms         bj           bez            ww0         
 Min.   : 17.0   1:255   1960s  :473   9      : 177   Min.   :0.00000  
 1st Qu.: 53.0   2:715   1910s  :409   2      : 161   1st Qu.:0.00000  
 Median : 67.0   3:759   1970s  :295   5      : 139   Median :0.00000  
 Mean   : 69.6   4:263   1950s  :293   4      : 137   Mean   :0.03507  
 3rd Qu.: 83.0   5: 47   1990s  :196   3      : 132   3rd Qu.:0.00000  
 Max.   :185.0   6: 14   1980s  :176   25     : 117   Max.   :1.00000  
                         (Other):211   (Other):1190                    
      zh0             badkach0         badextra           kueche       
 Min.   :0.00000   Min.   :0.0000   Min.   :0.00000   Min.   :0.00000  
 1st Qu.:0.00000   1st Qu.:0.0000   1st Qu.:0.00000   1st Qu.:0.00000  
 Median :0.00000   Median :0.0000   Median :0.00000   Median :0.00000  
 Mean   :0.08524   Mean   :0.1851   Mean   :0.09303   Mean   :0.07306  
 3rd Qu.:0.00000   3rd Qu.:0.0000   3rd Qu.:0.00000   3rd Qu.:0.00000  
 Max.   :1.00000   Max.   :1.0000   Max.   :1.00000   Max.   :1.00000  
                                                                       
      quality    
 fair     :1205  
 good     : 803  
 excellent:  45  
                 
                 
                 
                 

structree documentation built on July 2, 2020, 12:27 a.m.