| Type of data: Check all that apply. Use "Other" to specify other types so that we can include them in further updates. |
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| Variable labels of dataset (the names of the variables) |
RAD INDEX OF ACCESSIBILITY TO RADIAL HIGHWAYS|MEDV MEDIAN VALUE OF OWNER-OCCUPIED HOMES IN $1000 S|RM AVERAGE NUMBER OF ROOMS PER DWELLING|AGE PROPORTION OF OWNER-OCCUPIED UNITS BUILT PRIOR TO 1940|ZN PROPORTION OF RESIDENTIAL LAND ZONED FOR LOTS OVER 25 000 SQ FT |CHAS CHARLES RIVER DUMMY VARIABLE (= 1 IF TRACT BOUNDS RIVER; 0 OTHERWISE)|NOX NITRIC OXIDES CONCENTRATION (PARTS PER 10 MILLION)|PTRATIO PUPIL-TEACHER RATIO BY TOWN|LSTAT % LOWER STATUS OF THE POPULATION|CRIM PER CAPITA CRIME RATE BY TOWN|DIS WEIGHTED DISTANCES TO FIVE BOSTON EMPLOYMENT CENTRES|B 1000(BK - 0 63)^2 WHERE BK IS THE PROPORTION OF BLACKS BY TOWN|INDUS PROPORTION OF NON-RETAIL BUSINESS ACRES PER TOWN|TAX FULL-VALUE PROPERTY-TAX RATE PER $10 000 |
| Outline of data |
This data includes the housing values in suburbs of Boston in 1970s. It includes not only 13 explanatory variables related to the characteristics of the house, but also 1 target variable which is the median value of owner-occupied homes in $1000's |
| Simulation process |
Regression Analysis |
| Expected outcome of the process (obtained knowledge, analysis results, output of tools) |
To predict value of homes according to expected description |
| Anticipation for analyses/simulations other than the typical ones provided above |
Find relationship between value of homes and those descriptions |
Last Update：January,15,2016 Created：January,15,2016
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February,13,2022
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