Example House Price Predictor

Example: House Price Predictor


  • 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)
  • Comprising 2930 entries, the dataset includes a wide array of explanatory variables, including 23 nominal, 23 ordinal, 14 discrete, and 20 continuous variables.

BayesiaLab Screenshot: Ames Home Price Predictor Model

Data & Network Files

HousePriceData.csv (opens in a new tab)

HomePricePredictorModel.xbl (opens in a new tab)


Dean De Cock. Ames, Iowa: Alternative to the Boston Housing Data as an End of Semester Regression Project. Journal of Statistical Education, 19(3), 2011.

See Also

For North America

Bayesia USA

4235 Hillsboro Pike
Suite 300-688
Nashville, TN 37215, USA

+1 888-386-8383

Head Office

Bayesia S.A.S.

Parc Ceres, Batiment N 21
rue Ferdinand Buisson
53810 Change, France

For Asia/Pacific

Bayesia Singapore

1 Fusionopolis Place
#03-20 Galaxis
Singapore 138522

Copyright © 2024 Bayesia S.A.S., Bayesia USA, LLC, and Bayesia Singapore Pte. Ltd. All Rights Reserved.