rfModel.pdp

estimator

Transactions dataset from hedCreateSales()

rf_df

Model specification (`formula` object)

rf_spec

ntrees

[1] Random seed for reproducibility

seed

Use of pdp estimator in random forest approach

Compute house price indexes and series using a variety of different methods and
models common through the real estate literature. Evaluate index 'goodness' based
on accuracy, volatility and revision statistics. Background on basic model construction
for repeat sales models can be found at: Case and Quigley (1991)
<https://ideas.repec.org/a/tpr/restat/v73y1991i1p50-58.html> and for hedonic pricing models at:
Bourassa et al (2006) <doi:10.1016/j.jhe.2006.03.001>. The package author's working paper on the
random forest approach to house price indexes can be found at: <http://www.github.com/andykrause/hpi_research>.

Andy Krause

hpiR

House Price Indexes

rfModel.pdp function

See `?rfModel` for more information

rfModel.pdp: Random forest model approach with pdp estimator

Description

Usage

Arguments

Further Details