Package: PriceIndices 0.3.1

PriceIndices: Calculating Bilateral and Multilateral Price Indexes

Preparing a scanner data set for price dynamics calculations (data selecting, data classification, data matching, data filtering). Computing bilateral and multilateral indexes. For details on these methods see: Diewert and Fox (2020) <doi:10.1080/07350015.2020.1816176>, Białek (2019) <doi:10.2478/jos-2019-0014> or Białek (2020) <doi:10.2478/jos-2020-0037>.

Authors:Jacek Białek [aut, cre]

PriceIndices_0.3.1.tar.gz
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PriceIndices_0.3.1.tgz(r-4.6-any)PriceIndices_0.3.1.tgz(r-4.5-any)
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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
PriceIndices/json (API)

# Install 'PriceIndices' in R:

install.packages('PriceIndices', repos = c('https://jacekbialek.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jacekbialek/priceindices/issues

Datasets:

coffee - A real data set on sold coffee
data_DOWN_UP_SIZED - An artificial data set on sold coffee
dataAGGR - A small artificial scanner data set for a demonstration of data aggregation
dataCOICOP - A real scanner data set for the product classification
dataMARS - An artificial scanner data set for testing the MARS method
dataMATCH - An artificial scanner data set for product matching
dataRSM - A real data set on sold rice, sugar and milk products
dataU - An artificial, small scanner data set
milk - A real data set on sold milk
sugar - A real data set on sold sugar

On CRAN:

6.30 score 12 stars 22 scripts 813 downloads 220 exports 39 dependencies

Last updated from:080e0223be. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	176
source / vignettes	OK	237
linux-release-x86_64	OK	176
macos-release-arm64	OK	172
macos-oldrel-arm64	OK	174
windows-devel	OK	154
windows-release	OK	124
windows-oldrel	OK	138
wasm-release	OK	107

Exports:agmean available banajree bennet bialek bmw carli ccdi ccdi_fbew ccdi_fbmw ccdi_splice chagmean chbanajree chbialek chbmw chcarli chcswd chdavies chdikhanov chdrobisch chdutot chfisher chgeary_khamis chgeohybrid chgeolaspeyres chgeolowe chgeopaasche chgeowalsh chgeoyoung chharmonic chhlc chhybrid chIQMp chjevons chlaspeyres chlehr chlloyd_moulton chlowe chmarshall_edgeworth chpaasche chpalgrave chQMp chQMq chsato_vartia chstuvel chtheil1 chtheil2 chtornqvist chvartia chwalsh chwalsh_vartia chybmd chyoung compare_distances compare_indices_df compare_indices_jk compare_indices_list compare_to_target cswd data_aggregating data_check data_filtering data_imputing data_matching data_norm data_preparing data_reducing data_selecting data_unit davies dikhanov dissimilarity dissimilarity_fig drobisch dutot elasticity elasticity_fig expenditures final_index fisher geary_khamis geks geks_fbew geks_fbmw geks_splice geksaqi geksaqi_fbew geksaqi_fbmw geksaqi_splice geksaqu geksaqu_fbew geksaqu_fbmw geksaqu_splice geksgaqi geksgaqi_fbew geksgaqi_fbmw geksgaqi_splice geksgl geksgl_fbew geksgl_fbmw geksgl_splice geksiqm geksiqm_fbew geksiqm_fbmw geksiqm_splice geksj geksj_fbew geksj_fbmw geksj_splice geksl geksl_fbew geksl_fbmw geksl_splice gekslm gekslm_fbew gekslm_fbmw gekslm_splice geksqm geksqm_fbew geksqm_fbmw geksqm_splice geksw geksw_fbew geksw_fbmw geksw_splice generate generate_CES geohybrid geolaspeyres geolowe geopaasche geowalsh geoyoung gk gk_fbew gk_fbmw gk_splice harmonic hlc hybrid IQMp jevons laspeyres lehr lloyd_moulton lowe m_decomposition MARS marshall_edgeworth matched matched_fig matched_index mbennet mmontgomery montgomery outlet_check paasche palgrave pqcor pqcor_fig price_indices prices products products_fig QMp QMq QU quantities resultant_index retro_index sales sales_groups sales_groups2 sato_vartia shrinkflation SPQ stuvel theil1 theil2 tindex tornqvist tpd tpd_fbew tpd_fbmw tpd_splice unit_value_index utpd utpd_fbew utpd_fbmw utpd_splice value_index vartia walsh walsh_vartia wgeks wgeks_fbew wgeks_fbmw wgeks_splice wgeksaqi wgeksaqi_fbew wgeksaqi_fbmw wgeksaqi_splice wgeksaqu wgeksaqu_fbew wgeksaqu_fbmw wgeksaqu_splice wgeksgaqi wgeksgaqi_fbew wgeksgaqi_fbmw wgeksgaqi_splice wgeksgl wgeksgl_fbew wgeksgl_fbmw wgeksgl_splice wgeksl wgeksl_fbew wgeksl_fbmw wgeksl_splice ybmd young

Dependencies:backports checkmate cli cpp11 data.table dplyr farver generics ggplot2 glue gtable isoband labeling lifecycle lpSolve lubridate magrittr pillar pkgconfig plyr R6 RColorBrewer Rcpp reclin2 reshape rlang S7 scales strex stringdist stringi stringr tibble tidyselect timechange utf8 vctrs viridisLite withr

PriceIndices

PriceIndices – a Package for Bilateral and Multilateral Price Index Calculations | Installation | The functionality of this package can be categorized as follows: | Data sets included in the package and generating artificial scanner data sets | Functions for data processing | Functions providing dataset characteristics | Functions for bilateral unweighted price index calculation | Functions for bilateral weighted price index calculation | Functions for chain price index calculation | Functions for multilateral price index calculation | Functions for extending multilateral price indices by using splicing methods | Functions for extending multilateral price indices by using the FBEW method | Functions for extending multilateral price indices by using the FBMW method | General functions for price index calculations | Functions for comparisons of price indices | Functions for price and quantity indicator calculations

Rendered fromPriceIndices.Rmdusingknitr::rmarkdown

Last update: 2026-03-19
Started: 2021-01-15

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Calculating the bilateral AG Mean price index	agmean
Providing values from the indicated column that occur at least once in one of the compared periods or in a given time interval	available
Calculating the bilateral Banajree price index	banajree
Calculating the Bennet price and quantity indicators	bennet
Calculating the bilateral Bialek price index	bialek
Calculating the unweighted BMW price index	bmw
Calculating the unweighted Carli price index	carli
Calculating the multilateral GEKS price index based on the Tornqvist formula (typical notation: GEKS-T or CCDI)	ccdi
Extending the multilateral CCDI price index by using the FBEW method.	ccdi_fbew
Extending the multilateral CCDI price index by using the FBMW method.	ccdi_fbmw
Extending the multilateral CCDI price index by using window splicing methods.	ccdi_splice
Calculating the monthly chained AG Mean price index	chagmean
Calculating the monthly chained Banajree price index	chbanajree
Calculating the monthly chained Bialek price index	chbialek
Calculating the monthly chained BMW price index	chbmw
Calculating the monthly chained Carli price index	chcarli
Calculating the monthly chained CSWD price index	chcswd
Calculating the monthly chained Davies price index	chdavies
Calculating the monthly chained Dikhanov price index	chdikhanov
Calculating the monthly chained Drobisch price index	chdrobisch
Calculating the monthly chained Dutot price index	chdutot
Calculating the monthly chained Fisher price index	chfisher
Calculating the monthly chained Geary-Khamis price index	chgeary_khamis
Calculating the the monthly chained geohybrid price index	chgeohybrid
Calculating the monthly chained geo-logarithmic Laspeyres price index	chgeolaspeyres
Calculating the monthly chained geometric Lowe price index	chgeolowe
Calculating the monthly chained geo-logarithmic Paasche price index	chgeopaasche
Calculating the monthly chained geometric Walsh price index	chgeowalsh
Calculating the monthly chained geometric Young price index	chgeoyoung
Calculating the monthly chained harmonic price index	chharmonic
Calculating the monthly chained harmonic log-change (HLC) price index	chhlc
Calculating the the monthly chained hybrid price index	chhybrid
Calculating the monthly chained implicit quadratic mean of order r price index	chIQMp
Calculating the monthly chained Jevons price index	chjevons
Calculating the monthly chained Laspeyres price index	chlaspeyres
Calculating the monthly chained Lehr price index	chlehr
Calculating the monthly chained Lloyd-Moulton price index	chlloyd_moulton
Calculating the monthly chained Lowe price index	chlowe
Calculating the monthly chained Marshall-Edgeworth price index	chmarshall_edgeworth
Calculating the monthly chained Paasche price index	chpaasche
Calculating the monthly chained Palgrave price index	chpalgrave
Calculating the monthly chained quadratic mean of order r price index	chQMp
Calculating the monthly chained quadratic mean of order r quantity index	chQMq
Calculating the monthly chained Vartia-II (Sato-Vartia) price index	chsato_vartia
Calculating the monthly chained Stuvel price index	chstuvel
Calculating the monthly chained Theil I price index	chtheil1
Calculating the monthly chained Theil II price index	chtheil2
Calculating the monthly chained Tornqvist price index	chtornqvist
Calculating the monthly chained Vartia-I price index	chvartia
Calculating the monthly chained Walsh price index	chwalsh
Calculating the monthly chained Walsh-Vartia price index	chwalsh_vartia
Calculating the monthly chained YBMD price index	chybmd
Calculating the monthly chained Young price index	chyoung
A real data set on sold coffee	coffee
Calculating distances between price indices	compare_distances
A function for graphical comparison of price indices	compare_indices_df
A general function to compare indices by using the jackknife method	compare_indices_jk
A general function for graphical comparison of price indices	compare_indices_list
Calculating distances between considered price indices and the target price index	compare_to_target
Calculating the unweighted CSWD price index	cswd
Aggregating the user's data frame	data_aggregating
Checking the user's data frame	data_check
An artificial data set on sold coffee	data_DOWN_UP_SIZED
Filtering a data set for further price index calculations	data_filtering
Imputing missing and (optionally) zero prices.	data_imputing
Matching products	data_matching
Normalization of grammage units and recalculation of prices and quantities with respect to these units	data_norm
Preparing a data set for further data processing or price index calculations	data_preparing
Reducing products	data_reducing
Selecting products from the user's data set for further price index calculations	data_selecting
Providing information about the grammage and unit of products	data_unit
A small artificial scanner data set for a demonstration of data aggregation	dataAGGR
A real scanner data set for the product classification	dataCOICOP
An artificial scanner data set for testing the MARS method	dataMARS
An artificial scanner data set for product matching	dataMATCH
A real data set on sold rice, sugar and milk products	dataRSM
An artificial, small scanner data set	dataU
Calculating the bilateral Davies price index	davies
Calculating the unweighted Dikhanov price index	dikhanov
Calculating the relative price and/or quantity dissimilarity measure between periods	dissimilarity
Presenting the relative price and/or quantity dissimilarity measure over time	dissimilarity_fig
Calculating the bilateral Drobisch price index	drobisch
Calculating the unweighted Dutot price index	dutot
Calculating the elasticity of substitution	elasticity
Presenting elasticities of substitution for time interval	elasticity_fig
Providing expenditures of sold products	expenditures
A general function to compute a final price index	final_index
Calculating the bilateral Fisher price index	fisher
Calculating the bilateral Geary-Khamis price index	geary_khamis
Calculating the multilateral GEKS price index	geks
Extending the multilateral GEKS price index by using the FBEW method.	geks_fbew
Extending the multilateral GEKS price index by using the FBMW method.	geks_fbmw
Extending the multilateral GEKS price index by using window splicing methods.	geks_splice
Calculating the multilateral GEKS-AQI price index	geksaqi
Extending the multilateral GEKS-AQI price index by using the FBEW method.	geksaqi_fbew
Extending the multilateral GEKS-AQI price index by using the FBMW method.	geksaqi_fbmw
Extending the multilateral GEKS-AQI price index by using window splicing methods.	geksaqi_splice
Calculating the multilateral GEKS-AQU price index	geksaqu
Extending the multilateral GEKS-AQU price index by using the FBEW method.	geksaqu_fbew
Extending the multilateral GEKS-AQU price index by using the FBMW method.	geksaqu_fbmw
Extending the multilateral GEKS-AQU price index by using window splicing methods.	geksaqu_splice
Calculating the multilateral GEKS-GAQI price index	geksgaqi
Extending the multilateral GEKS-GAQI price index by using the FBEW method.	geksgaqi_fbew
Extending the multilateral GEKS-GAQI price index by using the FBMW method.	geksgaqi_fbmw
Extending the multilateral GEKS-GAQI price index by using window splicing methods.	geksgaqi_splice
Calculating the multilateral GEKS-GL price index	geksgl
Extending the multilateral GEKS-GL price index by using the FBEW method.	geksgl_fbew
Extending the multilateral GEKS-GL price index by using the FBMW method.	geksgl_fbmw
Extending the multilateral GEKS-GL price index by using window splicing methods.	geksgl_splice
Calculating the multilateral GEKS-IQM price index	geksiqm
Extending the multilateral GEKS-IQM price index by using the FBEW method.	geksiqm_fbew
Extending the multilateral GEKS-IQM price index by using the FBMW method.	geksiqm_fbmw
Extending the multilateral GEKS-IQM price index by using window splicing methods.	geksiqm_splice
Calculating the multilateral GEKS price index based on the Jevons formula (typical notation: GEKS-J)	geksj
Extending the multilateral GEKS-J price index by using the FBEW method.	geksj_fbew
Extending the multilateral GEKS-J price index by using the FBMW method.	geksj_fbmw
Extending the multilateral GEKS-J price index by using window splicing methods.	geksj_splice
Calculating the multilateral GEKS-L price index	geksl
Extending the multilateral GEKS-L price index by using the FBEW method.	geksl_fbew
Extending the multilateral GEKS-L price index by using the FBMW method.	geksl_fbmw
Extending the multilateral GEKS-L price index by using window splicing methods.	geksl_splice
Calculating the multilateral GEKS-LM price index	gekslm
Extending the multilateral GEKS-LM price index by using the FBEW method.	gekslm_fbew
Extending the multilateral GEKS-LM price index by using the FBMW method.	gekslm_fbmw
Extending the multilateral GEKS-LM price index by using window splicing methods.	gekslm_splice
Calculating the multilateral GEKS-QM price index	geksqm
Extending the multilateral GEKS-QM price index by using the FBEW method.	geksqm_fbew
Extending the multilateral GEKS-QM price index by using the FBMW method.	geksqm_fbmw
Extending the multilateral GEKS-QM price index by using window splicing methods.	geksqm_splice
Calculating the multilateral GEKS price index based on the Walsh formula (GEKS-W)	geksw
Extending the multilateral GEKS-W price index by using the FBEW method.	geksw_fbew
Extending the multilateral GEKS-W price index by using the FBMW method.	geksw_fbmw
Extending the multilateral GEKS-W price index by using window splicing methods.	geksw_splice
Generating an artificial scanner dataset	generate
Generating an artificial scanner dataset in the CES model	generate_CES
Calculating the bilateral geohybrid price index	geohybrid
Calculating the bilateral geo-logarithmic Laspeyres price index	geolaspeyres
Calculating the bilateral geometric Lowe price index	geolowe
Calculating the bilateral geo-logarithmic Paasche price index	geopaasche
Calculating the bilateral geometric Walsh price index	geowalsh
Calculating the bilateral geometric Young price index	geoyoung
Calculating the multilateral Geary-Khamis price index	gk
Extending the multilateral Geary-Khamis price index by using the FBEW method.	gk_fbew
Extending the multilateral Geary-Khamis price index by using the FBMW method.	gk_fbmw
Extending the multilateral Geary-Khamis price index by using window splicing methods.	gk_splice
Calculating the unweighted harmonic price index	harmonic
Calculating the bilateral harmonic log-change (HLC) price index	hlc
Calculating the bilateral hybrid price index	hybrid
Calculating the implicit quadratic mean of order r price index	IQMp
Calculating the unweighted Jevons price index	jevons
Calculating the bilateral Laspeyres price index	laspeyres
Calculating the bilateral Lehr price index	lehr
Calculating the bilateral Lloyd-Moulton price index	lloyd_moulton
Calculating the bilateral Lowe price index	lowe
Multiplicative decomposing the GEKS-type indices	m_decomposition
Data stratification via the MARS method	MARS
Calculating the bilateral Marshall-Edgeworth price index	marshall_edgeworth
Providing values from the indicated column that occur simultaneously in the compared periods or in a given time interval.	matched
Providing a time dependent matched_index() function	matched_fig
Providing the ratio of number of matched values from the indicated column to the number of all available values from this column	matched_index
Calculating the multilateral Bennet price and quantity indicators	mbennet
A real data set on sold milk	milk
Calculating the multilateral Montgomery price and quantity indicators	mmontgomery
Calculating the Montgomery price and quantity indicators	montgomery
Reducing outlets	outlet_check
Calculating the bilateral Paasche price index	paasche
Calculating the bilateral Palgrave price index	palgrave
Providing a correlation coefficient for price and quantity of sold products	pqcor
Providing correlations between price and quantity of sold products	pqcor_fig
A general function to compute one or more price indices	price_indices
The list of package functions and their demonstration	PriceIndices
Providing prices (unit values) of sold products	prices
Detecting and summarising available, matched, new and disappearing products.	products
Function for graphical comparison of available, matched, new as well as disappearing products.	products_fig
Calculating the quadratic mean of order r price index	QMp
Calculating the quadratic mean of order r quantity index	QMq
Calculating the quality adjusted unit value index (QU index)	QU
Providing quantities of sold products	quantities
A general function to compute a resultatnt bilateral price index on the basis of partial price indices	resultant_index
Calculating the retrospective price index	retro_index
Providing values of product sales	sales
Providing information about sales of products from one or more datasets	sales_groups
Providing information about sales of products	sales_groups2
Calculating the bilateral Vartia-II (Sato-Vartia) price index	sato_vartia
Detecting and summarising downsized and upsized products.	shrinkflation
Calculating the multilateral SPQ price index	SPQ
Calculating the bilateral Stuvel price index	stuvel
A real data set on sold sugar	sugar
Calculating the bilateral Theil I price index	theil1
Calculating the bilateral Theil II price index	theil2
Calculating theoretical (expected) values of the unweighted price index	tindex
Calculating the bilateral Tornqvist price index	tornqvist
Calculating the multilateral TPD price index	tpd
Extending the multilateral TPD price index by using the FBEW method.	tpd_fbew
Extending the multilateral TPD price index by using the FBMW method.	tpd_fbmw
Extending the multilateral TPD price index by using window splicing methods.	tpd_splice
Calculating the unit value index	unit_value_index
Calculating the unweighted multilateral TPD price index	utpd
Extending the unweighted multilateral TPD price index by using the FBEW method.	utpd_fbew
Extending the unweighted multilateral TPD price index by using the FBMW method.	utpd_fbmw
Extending the multilateral unweighted TPD price index by using window splicing methods.	utpd_splice
Calculating the value index	value_index
Calculating the bilateral Vartia-I price index	vartia
Calculating the bilateral Walsh price index	walsh
Calculating the bilateral Walsh-Vartia price index	walsh_vartia
Calculating the multilateral weighted WGEKS price index	wgeks
Extending the multilateral weighted GEKS price index by using the FBEW method.	wgeks_fbew
Extending the multilateral weighted GEKS price index by using the FBMW method.	wgeks_fbmw
Extending the multilateral weighted GEKS price index by using window splicing methods.	wgeks_splice
Calculating the multilateral weighted WGEKS-AQI price index	wgeksaqi
Extending the multilateral weighted GEKS-AQI price index by using the FBEW method.	wgeksaqi_fbew
Extending the multilateral weighted GEKS-AQI price index by using the FBMW method.	wgeksaqi_fbmw
Extending the multilateral weighted GEKS-AQI price index by using window splicing methods.	wgeksaqi_splice
Calculating the multilateral weighted WGEKS-AQU price index	wgeksaqu
Extending the multilateral weighted GEKS-AQU price index by using the FBEW method.	wgeksaqu_fbew
Extending the multilateral weighted GEKS-AQU price index by using the FBMW method.	wgeksaqu_fbmw
Extending the multilateral weighted GEKS-AQU price index by using window splicing methods.	wgeksaqu_splice
Calculating the multilateral weighted WGEKS-GAQI price index	wgeksgaqi
Extending the multilateral weighted GEKS-GAQI price index by using the FBEW method.	wgeksgaqi_fbew
Extending the multilateral weighted GEKS-GAQI price index by using the FBMW method.	wgeksgaqi_fbmw
Extending the multilateral weighted GEKS-GAQI price index by using window splicing methods.	wgeksgaqi_splice
Calculating the multilateral weighted WGEKS-GL price index	wgeksgl
Extending the multilateral weighted GEKS-GL price index by using the FBEW method.	wgeksgl_fbew
Extending the multilateral weighted GEKS-GL price index by using the FBMW method.	wgeksgl_fbmw
Extending the multilateral weighted GEKS-GL price index by using window splicing methods.	wgeksgl_splice
Calculating the multilateral weighted WGEKS-L price index	wgeksl
Extending the multilateral weighted GEKS-L price index by using the FBEW method.	wgeksl_fbew
Extending the multilateral weighted GEKS-L price index by using the FBMW method.	wgeksl_fbmw
Extending the multilateral weighted GEKS-L price index by using window splicing methods.	wgeksl_splice
Calculating the unweighted YBMD price index	ybmd
Calculating the bilateral Young price index	young