# House Price Indexes

## Documentation for package ‘hpiR’ version 0.3.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

hpiR-package | hpiR: A package for house price indexes
buildForecastIDs | Create the row IDs for forecast accuracy
buildForecastIDs.heddata | Create the row IDs for forecast accuracy (hed approach)
buildForecastIDs.rtdata | Create the row IDs for forecast accuracy (rt approach)
calcAccuracy | Calculate the accuracy of an index
calcForecastError | Calculate the forecast accuracy of series of indexes
calcInSampleError | Calculate index errors in sample
calcInSampleError.heddata | Calculate index errors in sample (hed approach)
calcInSampleError.rtdata | Calculate index errors in sample (rt approach)
calcKFoldError | Calculate index error with FKold (out of sample)
calcRevision | Calculate revision values of an index
calcSeriesAccuracy | Calculate the accuracy of a series of indexes
calcSeriesVolatility | Calculate volatility of a series of indexes
calcVolatility | Calculate index volatility
checkDate | Validate the date argument
createKFoldData | Create data for KFold error test
createKFoldData.rtdata | Create data for KFold error test (rt approach)
createSeries | Create a series of indexes
dateToPeriod | Convert dates to a relative period
ex_sales | Subset of Seattle Home Sales
hedCreateTrans | Create data for 'hed' approach
hedIndex | Create a full index object by hedonic approach
hedModel | Estimate hedonic model for index creation
hedModel.base | Hedonic model approach with base estimator
hedModel.robust | Hedonic model approach with robust estimator
hedModel.weighted | Hedonic model approach with weighted estimator
hpiModel | Wrapper to estimate model approaches (generic method)
hpiModel.hed | Specific method for hpi modeling (hed) approach)
hpiModel.rf | Specific method for hpi modeling (hed) approach)
hpiModel.rt | Specific method for hpi modeling (rt approach)
hpiR | hpiR: A package for house price indexes
matchKFold | Helper function to make KFold data
matchKFold.heddata | Helper function to make KFold data
matchKFold.rtdata | Helper function to make KFold data
modelToIndex | Convert model results into a house price index
plot.hpi | Plot method for 'hpi' object
plot.hpiaccuracy | Plot method for 'hpiaccuracy' object
plot.hpiindex | Plot method for 'hpiindex' object
plot.indexvolatility | Plot method for 'indexvolatility' object
plot.seriesaccuracy | Plot method for 'seriesaccuracy' object
plot.serieshpi | Plot method for 'serieshpi' object
plot.seriesrevision | Plot method for 'seriesrevision' object
rfIndex | Create a full index object by random forest approach
rfModel | Estimate random forest model for index creation
rfModel.pdp | Random forest model approach with pdp estimator
rfSimDf | Create simulation data for Random forest approach
rtCreateTrans | Create transaction data for rt approach
rtIndex | Create a full index object by repeat transaction approach
rtModel | Estimate repeat transaction model for index creation
rtModel.base | Repeat transaction model approach with base estimator
rtModel.robust | Repeat transaction model approach with robust estimator
rtModel.weighted | Repeat transaction model approach with weighted estimator
rtTimeMatrix | Create model matrix for repeat transaction approach
seattle_sales | Seattle Home Sales
smoothIndex | Smooth an index
smoothSeries | Smooth all indexes in a series