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.

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Data and Network Files

HousePriceData.csv

CSV

HomePricePredictorModel.xbl

XBL

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

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