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 |