Ames Iowa Housing Data
Data from the Ames Assessor's Office used in assessing values of individual residential properties sold in Ames, Iowa from 2006 to 2010. This is a regression problem and the goal is to predict "SalePrice" which records the price of a home in thousands of dollars.
De Cock, D., (2011). Ames, Iowa: Alternative to the Boston housing data as an end of semester regression project. Journal of Statistics Education, 19(3), 1–14.
## load the data data(housing, package = "randomForestSRC") ## the original data contains lots of missing data ## here's a fast but reasonably accurate way to impute the data housing2 <- impute(data = housing, mf.q = 10, fast = TRUE)
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