Example: House Price Predictor

Context

This example is based on a dataset that characterizes the transactions of single-family homes in Ames, Iowa, from 2006 to 2010 (De Cock, 2011). The dataset comprises 2,930 entries and includes a wide array of explanatory variables, including 23 nominal, 23 ordinal, 14 discrete, and 20 continuous variables.

Click to Zoom

×

Data and Network Files

References

• De Cock, D. (2011). Ames, Iowa: Alternative to the Boston housing data as an end-of-semester regression project. Journal of Statistical Education, 19(3).

See Also

• Chapter 5: Bayesian Networks and Data