hpiR0.3.2 package

Hedonic model approach with weighted estimator

Specific method for hpi modeling (hed) approach)

Wrapper to estimate model approaches (generic method)

Specific method for hpi modeling (hed) approach)

Specific method for hpi modeling (rt approach)

hpiR: A package for house price indexes

Helper function to make KFold data

Helper function to make KFold data

Helper function to make KFold data

Convert model results into a house price index

Plot method for hpi object

Plot method for hpiaccuracy object

Plot method for hpiindex object

Plot method for indexvolatility object

Create a full index object by repeat transaction approach

Repeat transaction model approach with base estimator

Plot method for seriesaccuracy object

Plot method for serieshpi object

Plot method for seriesrevision object

Create a full index object by random forest approach

Random forest model approach with pdp estimator

Estimate random forest model for index creation

Create simulation data for Random forest approach

Create transaction data for rt approach

Create the row IDs for forecast accuracy (hed approach)

Create the row IDs for forecast accuracy

Create the row IDs for forecast accuracy (rt approach)

Calculate the accuracy of an index

Calculate the forecast accuracy of series of indexes

Calculate index errors in sample (hed approach)

Calculate index errors in sample

Calculate index errors in sample (rt approach)

Calculate index error with FKold (out of sample)

Calculate revision values of an index

Calculate the accuracy of a series of indexes

Calculate volatility of a series of indexes

Calculate index volatility

Validate the date argument

Create data for KFold error test

Create data for KFold error test (rt approach)

Create a series of indexes

Convert dates to a relative period

Create data for hed approach

Create a full index object by hedonic approach

Hedonic model approach with base estimator

Estimate hedonic model for index creation

Hedonic model approach with robust estimator

Estimate repeat transaction model for index creation

Repeat transaction model approach with robust estimator

Repeat transaction model approach with weighted estimator

Create model matrix for repeat transaction approach

Smooth an index

Smooth all indexes in a series