{ "_id": "6a105accacfb0bcc41ca3b70", "Package": "sparseDFM", "Title": "Estimate Dynamic Factor Models with Sparse Loadings", "Version": "1.0", "Authors@R": "c(person(given = \"Luke\",\nfamily = \"Mosley\",\nrole = c(\"aut\"),\nemail = \"l.mosley@lancaster.ac.uk\"),\nperson(given = \"Tak-Shing\",\nfamily = \"Chan\",\nrole = c(\"aut\"),\nemail = \"t.t.chan@lancaster.ac.uk\"),\nperson(given = \"Alex\",\nfamily = \"Gibberd\",\nrole = c(\"aut\", \"cre\"),\nemail = \"a.gibberd@lancaster.ac.uk\")\n)", "Description": "Implementation of various estimation methods for dynamic\nfactor models (DFMs) including principal components analysis\n(PCA) Stock and Watson (2002) ,\n2Stage Giannone et al. (2008)\n, expectation-maximisation\n(EM) Banbura and Modugno (2014) , and the\nnovel EM-sparse approach for sparse DFMs Mosley et al. (2023)\n. Options to use classic multivariate Kalman\nfilter and smoother (KFS) equations from Shumway and Stoffer\n(1982) or fast\nunivariate KFS equations from Koopman and Durbin (2000)\n, and options for independent and\nidentically distributed (IID) white noise or auto-regressive\n(AR(1)) idiosyncratic errors. Algorithms coded in 'C++' and\nlinked to R via 'RcppArmadillo'.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "VignetteBuilder": "knitr", "LazyData": "true", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-09 05:50:45 UTC", "User": "root" }, "Author": "Luke Mosley [aut], Tak-Shing Chan [aut], Alex Gibberd [aut,\ncre]", "Maintainer": "Alex Gibberd ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-03-23 18:40:02 UTC", "RemoteUrl": "https://github.com/cran/sparseDFM", "RemoteRef": "HEAD", "RemoteSha": "e6438f1804463a0bb18bcfd97cba909418cd283e", "MD5sum": "6cdc517f20b3128243196d8a1ee726ec", "_user": "cran", "_type": "src", "_file": "sparseDFM_1.0.tar.gz", "_fileid": "e24906b0af50ba45b640ea864068870f9616f0adcf3b1d656635592be1c5f6f4", "_filesize": 3291765, "_sha256": "e24906b0af50ba45b640ea864068870f9616f0adcf3b1d656635592be1c5f6f4", "_created": "2026-05-09T05:50:45.000Z", "_published": "2026-05-22T13:31:56.862Z", "_distro": "noble", "_jobs": [ { "job": 77389740285, "time": 170, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "6893364462" }, { "job": 77389740164, "time": 176, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6893365032" }, { "job": 77389740757, "time": 179, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6893365234" }, { "job": 77389740270, "time": 171, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6893364501" }, { "job": 77389739731, "time": 375, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6893346156" }, { "job": 77389739690, "time": 137, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7161739353" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/25593246889", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/sparseDFM", "_commit": { "id": "e6438f1804463a0bb18bcfd97cba909418cd283e", "author": "Alex Gibberd ", "committer": "cran-robot ", "message": "version 1.0\n", "time": 1679596802 }, "_maintainer": { "name": "Alex Gibberd", "email": "a.gibberd@lancaster.ac.uk" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.3.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.9", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "gridExtra", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 277, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sparseDFM" }, "_searchresults": 7, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/sparseDFM.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2023-03-23" } ], "_exports": [ "fillNA", "kalmanMultivariate", "kalmanUnivariate", "logspace", "missing_data_plot", "raggedEdge", "sparseDFM", "transformData", "tuneFactors" ], "_datasets": [ { "name": "exports", "title": "UK Trade in Goods (Exports) Dataset", "object": "exports", "class": [ "mts", "ts", "matrix" ], "fields": [ "target.Food & live animals", "target.Beverages and tobacco", "target.Crude materials", "target.Fuels", "target.Animal and vegetable oils and fats", "target.Chemicals", "target.Material manufactures", "target.Machinery and transport", "target.Miscellaneous manufactures", "indicators.iop.IOP..B.CCDGHKM.Mining...quarrying..plus.sub.sector.CC..CD..CG..CH..CK..CM..CVMSA", "indicators.iop.IOP..C.19.Manufacturing..excl.Mfr.of.coke...refined.petroleum.products..CVMSA", "indicators.iop.IOP..CE.CF.Mfr.of.chemical...chemical.prods...mrf.of.basic.pharm...preps.CVMSA", "indicators.iop.IOP..11.12..Manufacture.of.Beverages...Tobacco.Products..CVMSA", "indicators.iop.IOP..11.01.6.12..Manufacture.of.alcoholic.beverages...tobacco.products..CVMSA", "indicators.iop.IOP..11.07.Manuf.of.soft.drinks..prod.of.mineral...other.bottled.waters..CVMSA", "indicators.iop.IOP..10.9.Manufacture.of.prepared.animal.feeds..CVMSA", "indicators.iop.IOP..13.Manufacture.Of.Textiles..CVMSA", "indicators.iop.IOP..20.Manufacture.Of.Chemicals.And.Chemical.Products..CVMSA", "indicators.iop.IOP..14.Manufacture.Of.Wearing.Apparel..CVMSA", "indicators.iop.IOP..20A.Manuf.of.industrial.gases.inorganics...fertilisers.20.11.13.15..CVMSA", "indicators.iop.IOP..CB.Manufacture.of.textiles.wearing.apparel.and.leather.products..CVMSA", "indicators.iop.IOP..16.Manuf.Of.WoodStraw.ArticlesWood.Cork.Products.Except.Furniture.CVMSA", "indicators.iop.IOP..20.3.Manuf.of.paintsvarnishessimilar.coatingsprinting.ink.mastics.CVMSA", "indicators.iop.IOP..17.Manufacture.Of.Paper.And.Paper.Products..CVMSA", "indicators.iop.IOP..20.4.Manuf.of.soapdetergentspolishingperfumestoilet.preparations.CVMSA", "indicators.iop.IOP..15.Manufacture.Of.Leather.And.Related.Products..CVMSA", "indicators.iop.IOP..20B.Manufacture.of.petrochemicals...20.14.16.17.60..CVMSA", "indicators.iop.IOP..CC.Manufacture.of.wood.and.paper.products.and.printing..CVMSA", "indicators.iop.IOP..20C.Manufacture.of.dyestuffs.agro.chemicals...20.12.20..CVMSA", "indicators.iop.IOP..19.Manufacture.Of.Coke.And.Refined.Petroleum.Products..CVMSA", "indicators.iop.IOP..CE.Manufacture.of.chemicals.and.chemical.products..CVMSA", "indicators.iop.IOP..18.Printing.And.Reproduction.Of.Recorded.Media..CVMSA", "indicators.iop.IOP..20.5.Manufacture.of.other.chemical.products..CVMSA", "indicators.iop.IOP..CD.Manufacture.of.coke.and.refined.petroleum.product..CVMSA", "indicators.iop.IOP..CF.Manuf.Of.Basic.Pharmaceutical.Prods...Pharmaceutical.Preparations.CVMSA", "indicators.iop.IOP..CG.Manuf.of.rubberplastics.prods...other.non.metallic.mineral.prods.CVMSA", "indicators.iop.IOP..22.Manufacture.Of.Rubber.And.Plastic.Products..CVMSA", "indicators.iop.IOP..21.Manuf.Of.Basic.Pharmaceutical.Prods...Pharmaceutical.Preparations.CVMSA", "indicators.iop.IOP..23.5.6.Manuf.of.cementlimeplaster.concretecementplaster.articles.CVMSA", "indicators.iop.IOP..CH.Manufacture.of.basic.metals.and.metal.products..CVMSA", "indicators.iop.IOP..23.Manufacture.Of.Other.Non.Metallic.Mineral.Products..CVMSA", "indicators.iop.IOP..23OTH.Manuf.of.glassclayporcelainceramicstone.prods.23.1.4.7.9.CVMSA", "indicators.iop.IOP..24.4.5.Manufacture.of.other.basic.metals.and.casting..CVMSA", "indicators.iop.IOP..25.Manuf.Of.Fabricated.Metal.Products.Except.Machinery...Equipment..CVMSA", "indicators.iop.IOP..24.Manufacture.Of.Basic.Metals..CVMSA", "indicators.iop.IOP..24.1.3.Manufacture.of.basic.iron.and.steel..CVMSA", "indicators.iop.IOP..B.E..PRODUCTION..CVMSA", "indicators.iop.IOP..05.Mining.Of.Coal.And.Lignite..CVMSA", "indicators.iop.IOP..06.Extraction.Of.Crude.Petroleum.And.Natural.Gas..CVMSA", "indicators.iop.IOP..B.MINING.AND.QUARRYING..CVMSA", "indicators.iop.IOP..C.MANUFACTURING..CVMSA", "indicators.iop.IOP..CA.Manufacture.of.Food.products.beverages.and.tobacco..CVMSA", "indicators.iop.IOP..10.2.3.Process...preserve.of.fish.crustaceans.molluscs.fruit.veg.CVMSA", "indicators.iop.IOP..10.4.Manufacture.of.vegetable.and.animal.oils.and.fats..CVMSA", "indicators.iop.IOP..10.Manufacture.Of.Food.Products..CVMSA", "indicators.iop.IOP..10.1.Processing...preserving.of.meat...production.of.meat.products..CVMSA", "indicators.iop.IOP..10.7.Manufacture.of.bakery.and.farinaceous.products..CVMSA", "indicators.iop.IOP..10.8.Manufacture.of.other.food.products..CVMSA", "indicators.iop.IOP..10.5.Manufacture.of.dairy.products..CVMSA", "indicators.iop.IOP..10.6.Manufacture.of.grain.mill.products.starches...starch.products..CVMSA", "indicators.iop.IOP..MIG.IG.Main.Industrial.Groupings...Intermediate.Goods..CVMSA", "indicators.iop.IOP..MIG.COG.Main.Industrial.Groupings...Consumer.Goods..CVMSA", "indicators.iop.IOP..MIG.CAG.Main.Industrial.Groupings...Capital.Goods..CVMSA", "indicators.iop.IOP..MIG.NRG.Main.Industrial.Groupings...Energy..CVMSA", "indicators.iop.IOP..MIG.CD.Main.Industrial.Groupings...Consumer.Durables..CVMSA", "indicators.iop.IOP..MIG.CND.Main.Industrial.Groupings...Consumer.Non.Durables..CVMSA", "indicators.iop.IOP..CI.Manufacturing.of.computer.electronic...optical.products..CVMSA", "indicators.iop.IOP..26.Manufacture.Of.Computer.Electronic.And.Optical.Products...CVMSA", "indicators.iop.IOP..25OTH.Manuf.of.fabricated.metal.excl..weapons.ammunition.25.1.3.5.9.CVMSA", "indicators.iop.IOP..25.4.Manufacture.of.weapons.and.ammunition..CVMSA", "indicators.iop.IOP..CK.Manufacture.of.machinery.and.equipment.n.e.c...CVMSA", "indicators.iop.IOP..32.Other.Manufacturing..CVMSA", "indicators.iop.IOP..28.Manufacture.Of.Machinery.And.Equipment.N.E.C...CVMSA", "indicators.iop.IOP..33.Repair.And.Installation.Of.Machinery.And.Equipment..CVMSA", "indicators.iop.IOP..CJ.Manufacture.of.electrical.equipment..CVMSA", "indicators.iop.IOP..27.Manufacture.Of.Electrical.Equipment..CVMSA", "indicators.iop.IOP..31.Manufacture.Of.Furniture..CVMSA", "indicators.iop.IOP..30.Manufacture.Of.Other.Transport.Equipment..CVMSA", "indicators.iop.IOP..33OTH.Rest.of.repair..Installation...33.11.14.17.19.20..CVMSA", "indicators.iop.IOP..30.1.Building.of.ships.and.boats..CVMSA", "indicators.iop.IOP..D.ELECTRICITY.GAS.STEAM.AND.AIR.CONDITIONING.SUPPLY..CVMSA", "indicators.iop.IOP..CL.Manufacture.of.transport.equipment..CVMSA", "indicators.iop.IOP..33.15.Repair.and.maintenance.of.ships.and.boats..CVMSA", "indicators.iop.IOP..29.Manufacture.Of.Motor.Vehicles.Trailers.And.Semi.Trailers..CVMSA", "indicators.iop.IOP..33.16.Repair.and.maintenance.of.aircraft.and.spacecraft..CVMSA", "indicators.iop.IOP..CM.Other.manufacturing.and.repair..CVMSA", "indicators.iop.IOP..30.3.Manufacture.of.air.and.spacecraft.and.related.machinery..CVMSA", "indicators.iop.IOP..35.Electricity.Gas.Steam.And.Air.Conditioning.Supply..CVMSA", "indicators.iop.IOP..30OTH.Manufacture.of.other.transport.equipment...30.2.4.9..CVMSA", "indicators.iop.IOP..E.WATER.SUPPLY.SEWERAGEWASTE.MANAGEMENT...REMEDIATION.ACTIVITIES..CVMSA", "indicators.iop.IOP..36.Water.Collection.Treatment.And.Supply..CVMSA", "indicators.iop.IOP..35.1.Electric.power.generation.transmission.and.distribution..CVMSA", "indicators.iop.IOP..35.2.3.Manuf.of.gas.dist.n.of.gas.fuels.via.mains.steam...air.supply.CVMSA", "indicators.iop.IOP..39.Remediation.Activities.And.Other.Waste.Management.Services..CVMSA", "indicators.iop.IOP..37.Sewerage..CVMSA", "indicators.iop.IOP..38.Waste.CollectionTreatment...Disposal.Activity.Materials.Recovery.CVMSA", "indicators.iop.IOP..EAI.Engineering.and.Allied.Industries..CVMSA", "indicators.iop.IOP..C.HINE.Other.Manufacturing..CVMSA", "indicators.cpi.CPI.INDEX.07.1...PURCHASE.OF.VEHICLES.2015.100", "indicators.cpi.CPI.INDEX.05.6...Goods.and.services.for.routine.maintenance.2015.100", "indicators.cpi.CPI.INDEX.05.5...TOOLS.AND.EQUIPMENT.FOR.HOUSE.AND.GARDEN.2015.100", "indicators.cpi.CPI.INDEX.05.4...GLASSWARE..TABLEWARE.AND.HOUSEHOLD.UTENSILS.2015.100", "indicators.cpi.CPI.INDEX.05.3...Household.appliances..fitting.and.repairs.2015.100", "indicators.cpi.CPI.INDEX.05.2...HOUSEHOLD.TEXTILES.2015.100", "indicators.cpi.CPI.INDEX.05.1...Furniture..furnishings.and.carpets.2015.100", "indicators.cpi.CPI.INDEX.04.5...ELECTRICITY..GAS.AND.OTHER.FUELS.2015.100", "indicators.cpi.CPI.INDEX.04.4...Water.supply.and.misc..services.for.the.dwelling.2015.100", "indicators.cpi.CPI.INDEX.04.3...REGULAR.MAINTENANCE.AND.REPAIR.OF.THE.DWELLING.2015.100", "indicators.cpi.CPI.INDEX.04.1...ACTUAL.RENTS.FOR.HOUSING.2015.100", "indicators.cpi.CPI.INDEX.03.2...FOOTWEAR.INCLUDING.REPAIRS.2015.100", "indicators.cpi.CPI.INDEX.03.1...CLOTHING.2015.100", "indicators.cpi.CPI.INDEX.02.2...TOBACCO.2015.100", "indicators.cpi.CPI.INDEX.02.1...ALCOHOLIC.BEVERAGES.2015.100", "indicators.cpi.CPI.INDEX.06...HEALTH.2015.100", "indicators.cpi.CPI.INDEX.05...FURN..HH.EQUIP...ROUTINE.REPAIR.OF.HOUSE.2015.100", "indicators.cpi.CPI.INDEX.04...HOUSING..WATER.AND.FUELS.2015.100", "indicators.cpi.CPI.INDEX.01.2...NON.ALCOHOLIC.BEVERAGES.2015.100", "indicators.cpi.CPI.INDEX.03...CLOTHING.AND.FOOTWEAR.2015.100", "indicators.cpi.CPI.INDEX.01.1...FOOD.2015.100", "indicators.cpi.CPI.INDEX.02.ALCOHOLIC.BEVERAGES.TOBACCO...NARCOTICS.2015.100", "indicators.cpi.CPI.INDEX.12...MISCELLANEOUS.GOODS.AND.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.01...FOOD.AND.NON.ALCOHOLIC.BEVERAGES.2015.100", "indicators.cpi.CPI.INDEX.11...HOTELS..CAFES.AND.RESTAURANTS.2015.100", "indicators.cpi.CPI.INDEX.00..ALL.ITEMS.2015.100", "indicators.cpi.CPI.INDEX.10...EDUCATION.2015.100", "indicators.cpi.CPI.INDEX.09...RECREATION...CULTURE.2015.100", "indicators.cpi.CPI.INDEX.08...COMMUNICATION.2015.100", "indicators.cpi.CPI.INDEX.07...TRANSPORT.2015.100", "indicators.cpi.CPI.INDEX.04.3.2...Services.for.maintenance.and.repair.2015.100", "indicators.cpi.CPI.INDEX.04.3.1...Materials.for.maintenance.and.repair.2015.100", "indicators.cpi.CPI.INDEX.03.1.4...Cleaning..repair.and.hire.of.clothing.2015.100", "indicators.cpi.CPI.INDEX.03.1.3..OTHER.ARTICLES.OF.CLOTHING...ACCESSORIES.2015.100", "indicators.cpi.CPI.INDEX.03.1.2...GARMENTS.2015.100", "indicators.cpi.CPI.INDEX.02.1.3...BEER.2015.100", "indicators.cpi.CPI.INDEX.02.1.2...WINE.2015.100", "indicators.cpi.CPI.INDEX.02.1.1...SPIRITS.2015.100", "indicators.cpi.CPI.INDEX.01.2.2...MINERAL.WATERS..SOFT.DRINKS.AND.JUICES.2015.100", "indicators.cpi.CPI.INDEX.01.2.1...COFFEE..TEA..COCOA.2015.100", "indicators.cpi.CPI.INDEX.01.1.9...FOOD.PRODUCTS.2015.100", "indicators.cpi.CPI.INDEX.01.1.8...SUGAR..JAM..HONEY..SYRUPS..CHOCOLATE...CONFECTIONERY.2015.100", "indicators.cpi.CPI.INDEX.01.1.7...VEGETABLES.INCLUDING.POTATOES.AND.OTHER.TUBERS.2015.100", "indicators.cpi.CPI.INDEX.01.1.6...FRUIT.2015.100", "indicators.cpi.CPI.INDEX.12.6.2...Other.financial.services..nec..2015.100", "indicators.cpi.CPI.INDEX.12.1...PERSONAL.CARE.2015.100", "indicators.cpi.CPI.INDEX.11.2...ACCOMMODATION.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.01.1.5...OILS...FATS.2015.100", "indicators.cpi.CPI.INDEX.11.1...Catering.services.2015.100", "indicators.cpi.CPI.INDEX.01.1.4...MILK..CHEESE...EGGS.2015.100", "indicators.cpi.CPI.INDEX.09.4...RECREATIONAL.AND.CULTURAL.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.01.1.3...FISH.2015.100", "indicators.cpi.CPI.INDEX.09.3...OTHER.RECREATIONAL.ITEMS.AND.EQUIPMENT.GARDENS...PETS.2015.100", "indicators.cpi.CPI.INDEX.01.1.2...MEAT.2015.100", "indicators.cpi.CPI.INDEX.01.1.1...BREAD...CEREALS.2015.100", "indicators.cpi.CPI.INDEX.09.1...Audio.visual.equipment.and.related.products.2015.100", "indicators.cpi.CPI.INDEX.08.1...POSTAL.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.12.5...INSURANCE.2015.100", "indicators.cpi.CPI.INDEX.07.3...TRANSPORT.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.07.2...OPERATION.OF.PERSONAL.TRANSPORT.EQUIPMENT.2015.100", "indicators.cpi.CPI.INDEX.12.5.2...House.contents.insurance.2015.100", "indicators.cpi.CPI.INDEX.09.1.3...Data.processing.equipment.2015.100", "indicators.cpi.CPI.INDEX.09.1.2...PHOTOGRAPHIC..CINEMATOGRAPHIC...OPTICAL.EQUIPMENT.2015.100", "indicators.cpi.CPI.INDEX.09.1.1...Reception.and.reproduction.of.sound.and.pictures.2015.100", "indicators.cpi.CPI.INDEX.08.2.3..TELEPHONE.AND.TELEFAX.EQUIPMENT.AND.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.07.3.4...PASSENGER.TRANSPORT.BY.SEA.AND.INLAND.WATERWAY.2015.100", "indicators.cpi.CPI.INDEX.07.3.3...PASSENGER.TRANSPORT.BY.AIR.2015.100", "indicators.cpi.CPI.INDEX.07.3.2.6...Passenger.transport.by.road.and.other.transport.services.2015.100", "indicators.cpi.CPI.INDEX.07.3.1...PASSENGER.TRANSPORT.BY.RAILWAY.2015.100", "indicators.cpi.CPI.INDEX.07.2.4...OTHER.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.07.2.3...MAINTENANCE...REPAIRS.2015.100", "indicators.cpi.CPI.INDEX.07.2.2...FUELS...LUBRICANTS.2015.100", "indicators.cpi.CPI.INDEX.07.2.1...SPARE.PARTS...ACCESSORIES.2015.100", "indicators.cpi.CPI.INDEX.07.1.2.3...MOTOR.CYCLES.AND.BICYCLES.2015.100", "indicators.cpi.CPI.INDEX.05.1.2...CARPETS...OTHER.FLOOR.COVERINGS.2015.100", "indicators.cpi.CPI.INDEX.05.1.1...Furniture.and.furnishings.2015.100", "indicators.cpi.CPI.INDEX.07.1.1B...SECOND.HAND.CARS.2015.100", "indicators.cpi.CPI.INDEX.04.5.4...SOLID.FUELS.2015.100", "indicators.cpi.CPI.INDEX.07.1.1A...NEW.CARS.2015.100", "indicators.cpi.CPI.INDEX.04.5.3...LIQUID.FUELS.2015.100", "indicators.cpi.CPI.INDEX.04.5.2...GAS.2015.100", "indicators.cpi.CPI.INDEX.05.6.2...Domestic.services.and.household.services.2015.100", "indicators.cpi.CPI.INDEX.04.5.1...ELECTRICITY.2015.100", "indicators.cpi.CPI.INDEX.05.6.1...NON.DURABLE.HOUSEHOLD.GOODS.2015.100", "indicators.cpi.CPI.INDEX.05.3.3...REPAIR.OF.HOUSEHOLD.APPLIANCES.2015.100", "indicators.cpi.CPI.INDEX.04.4.1...WATER.SUPPLY.2015.100", "indicators.cpi.CPI.INDEX.05.3.1.2...Major.appliances.and.small.electric.goods.2015.100", "indicators.cpi.CPI.INDEX.04.4.3...SEWERAGE.COLLECTION.2015.100", "indicators.cpi.CPI.INDEX.12.7...OTHER.SERVICES.NEC.2015.100", "indicators.cpi.CPI.INDEX.12.3.2...OTHER.PERSONAL.EFFECTS.2015.100", "indicators.cpi.CPI.INDEX.12.3.1...JEWELLERY.CLOCKS.AND.WATCHES.2015.100", "indicators.cpi.CPI.INDEX.12.3...PERSONAL.EFFECTS.N.E.C..2015.100", "indicators.cpi.CPI.INDEX.09.6...PACKAGE.HOLIDAY.2015.100", "indicators.cpi.CPI.INDEX.09.5.3.4..MISC..PRINTED.MATTER.STATIONERY...DRAWING.MATERIALS.2015.100", "indicators.cpi.CPI.INDEX.09.5.2...NEWSPAPERS.AND.PERIODICALS.2015.100", "indicators.cpi.CPI.INDEX.09.5.1...BOOKS.2015.100", "indicators.cpi.CPI.INDEX.09.5...Books..newspapers.and.stationery.2015.100", "indicators.cpi.CPI.INDEX.09.4.2...CULTURAL.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.09.4.1...RECREATIONAL.AND.SPORTING.SERVICES.2015.100", "indicators.cpi.CPI.INDEX.09.3.2...EQUIPMENT.FOR.SPORT.CAMPING.AND.OPEN.AIR.RECREATION.2015.100", "indicators.cpi.CPI.INDEX.09.3.1...GAMES.TOYS.AND.HOBBIES.2015.100", "indicators.cpi.CPI.INDEX.12.1.2.3...APPLIANCES..ARTICLES...PRODUCTS.FOR.PERSONAL.CARE.2015.100", "indicators.cpi.CPI.INDEX.12.1.1...Hairdressing.and.personal.grooming.establishments.2015.100", "indicators.cpi.CPI.INDEX.11.1.2...CANTEENS.2015.100", "indicators.cpi.CPI.INDEX.11.1.1...RESTAURANTS...CAFES.2015.100", "indicators.cpi.CPI.INDEX.06.1.2.3...OTHER.MEDICAL.AND.THERAPEUTIC.EQUIPMENT.2015.100", "indicators.cpi.CPI.INDEX.06.1.1...PHARMACEUTICAL.PRODUCTS.2015.100", "indicators.cpi.CPI.INDEX.09.3.4.5...Pets..related.products.and.services.2015.100", "indicators.cpi.CPI.INDEX.06.1...MEDICAL.PRODUCTS.APPLIANCES.AND.EQUIPMENT.2015.100", "indicators.cpi.CPI.INDEX.09.3.3...GARDEN.PLANTS.AND.FLOWERS.2015.100", "indicators.cpi.CPI.INDEX..Services.2015.100", "indicators.cpi.CPI.INDEX.09.1.4...RECORDING.MEDIA.2015.100", "indicators.cpi.CPI.INDEX..Goods.2015.100", "indicators.cpi.CPI.INDEX.09.1.5...Repair.of.audio.visual.equipment...related.products.2015.100", "indicators.cpi.CPI.INDEX.12.5.4...Transport.insurance.2015.100", "indicators.cpi.CPI.INDEX..Non.energy.industrial.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Durables..G..2015.100", "indicators.cpi.CPI.INDEX..Semi.durables..G..2015.100", "indicators.cpi.CPI.INDEX..Non.durables..G..2015.100", "indicators.cpi.CPI.INDEX..Non.seasonal.food..G..2015.100", "indicators.cpi.CPI.INDEX..Food..alcoholic.beverages...tobacco..G..2015.100", "indicators.cpi.CPI.INDEX..Processed.food...non.alcoholic.beverages..G..2015.100", "indicators.cpi.CPI.INDEX..Unprocessed.food..G..2015.100", "indicators.cpi.CPI.INDEX..Seasonal.food..G..2015.100", "indicators.cpi.CPI.INDEX..Industrial.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Energy..G..2015.100", "indicators.cpi.CPI.INDEX..Electricity..gas...misc..energy..G..2015.100", "indicators.cpi.CPI.INDEX..Excluding.tobacco..SP..2015.100", "indicators.cpi.CPI.INDEX..Clothing...footwear.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Housing.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Household.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Water.supply..materials.for.maintenance.repair..G..2015.100", "indicators.cpi.CPI.INDEX..Other.housing.services..S..2015.100", "indicators.cpi.CPI.INDEX..Travel...transport.services..S..2015.100", "indicators.cpi.CPI.INDEX..Services.for.personal.transport.equipment..S..2015.100", "indicators.cpi.CPI.INDEX..Recreational...personal.services..S..2015.100", "indicators.cpi.CPI.INDEX..Package.holidays...accommodation..S..2015.100", "indicators.cpi.CPI.INDEX..Other.recreational...personal.services..S..2015.100", "indicators.cpi.CPI.INDEX..Non.catering.recreational...personal.services..S..2015.100", "indicators.cpi.CPI.INDEX..Miscellaneous.services..S..2015.100", "indicators.cpi.CPI.INDEX..Medical.products..appliances...equipment..G..2015.100", "indicators.cpi.CPI.INDEX..Vehicles..spare.parts...accessories..G..2015.100", "indicators.cpi.CPI.INDEX..Recreational.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Audio.visual.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Other.recreational.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Miscellaneous.goods..G..2015.100", "indicators.cpi.CPI.INDEX..Housing.services..S..2015.100", "indicators.cpi.CPI.INDEX..Primary.housing.services..S..2015.100", "indicators.cpi.CPI.INDEX..Excluding.alcohol...tobacco..SP..2015.100", "indicators.cpi.CPI.INDEX..Excl.liquid.fuels..vehicle.fuels...lubricants..SP..2015.100", "indicators.cpi.CPI.INDEX..Excl.housing..water..elec...gas...other.fuels..SP..2015.100", "indicators.cpi.CPI.INDEX..Excl.education..health...social.protection..SP..2015.100", "indicators.cpi.CPI.INDEX..Energy..food..alcohol.and.tobacco..SP..2015.100", "indicators.cpi.CPI.INDEX..Energy.and.unprocessed.food..SP..2015.100", "indicators.cpi.CPI.INDEX..Energy.and.seasonal.food..SP..2015.100", "indicators.cpi.CPI.INDEX..Education..health.and.social.protection..SP..2015.100", "indicators.cpi.CPI.INDEX..Miscellaneous...other.services..S..2015.100", "indicators.cpi.CPI.INDEX..Liquid.fuels..vehicle.fuels...lubricants..G..2015.100", "indicators.cpi.CPI.INDEX..Excluding.energy..SP..2015.100", "indicators.cpi.CPI.INDEX..Excluding.Energy..food..alcoholic.beverages...tobacco.2015.100", "indicators.cpi.CPI.INDEX..Excluding.energy...unprocessed.food..SP..2015.100", "indicators.cpi.CPI.INDEX..Excluding.seasonal.food..SP..2015.100", "indicators.cpi.CPI.INDEX..Excluding.energy...seasonal.food..SP..2015.100", "indicators.cpi.CPI.INDEX..LOCAL.AUTHORITY.RENTALS.FOR.HOUSING.2015.100", "indicators.cpi.CPI.INDEX..NON...PRIVATE.RENTALS.FOR.HOUSING.2015.100", "indicators.cpi.CPI.INDEX..PRIVATE.RENTALS.FOR.HOUSING.2015.100", "indicators.ppi.Domestic.Sales.of.CPA.C192021.1", "indicators.ppi.Food..Beverages.and.Tobacco.Products.Inc.Duty.for.Domestic.Market", "indicators.ppi.Food..Beverages.and.Tobacco.Products.Exc.Duty.for.Domestic.Market", "indicators.ppi.NEU.Imports.of.Products.of.Agriculture..Hunting.and.Related.Services", "indicators.ppi.NEU.Imports.of.Products.of.Forestry..Logging.and.Related.Services", "indicators.ppi.NEU.Imports.of.Crude.Petroleum.and.Natural.Gas", "indicators.ppi.NEU.Imports.of.Coal.and.Lignite", "indicators.ppi.NEU.Imports.of.Metal.Ores", "indicators.ppi.Domestic.Sales.of.CPA.C192026.1", "indicators.ppi.Refined.Petroleum.Products.for.Domestic.Market", "indicators.ppi.Refined.Petroleum.Products.for.Domestic.Market.1", "indicators.ppi.Base.Metals.and.Fabricated.Metal.Products.for.Domestic.Market", "indicators.ppi.Manufactured.Products.Exc.Food..Beverages..Tobacco.and.Petroleum.Products.for.Domestic.Market", "indicators.ppi.Soft.Drinks..Mineral.Waters.and.Other.Bottled.Waters.for.Domestic.Market", "indicators.ppi.Manufactured.Products.for.Domestic.Market..Incl.Duty", "indicators.ppi.EU.Imports.of.Products.of.Forestry..Logging.and.Related.Services", "indicators.ppi.EU.Imports.of.Products.of.Agriculture..Hunting.and.Related.Services", "indicators.ppi.EU.Imports.of.Metal.Ores", "indicators.ppi.Oils.and.Fats.for.Domestic.Market", "indicators.ppi.Margarine.and.Similar.Edible.Fats.for.Domestic.Market", "indicators.ppi.EU.Imports.of.Other.Mining.and.Quarrying.Products", "indicators.ppi.Domestic.Inputs.of.Ships.and.Boats", "indicators.ppi.Domestic.Inputs.of.Air.and.Spacecraft.and.Related.Machinery", "indicators.ppi.Domestic.Inputs.of.Furniture", "indicators.ppi.Domestic.Inputs.of.Repair.and.Maintenance.Services.of.Aircraft.and.Spacecraft", "indicators.ppi.Domestic.Inputs.of.Repair.and.Maintenance.Services.of.Ships.and.Boats", "indicators.ppi.Domestic.Inputs.of.Electricity..Transmission.and.Distribution.Services", "indicators.ppi.Domestic.Inputs.of.Manufacture.of.Gas..Distribution.of.Gaseous.Fuels.Through.Mains..Steam.and.Aircon.Supply", "indicators.ppi.Domestic.Inputs.of.Natural.Water..Water.Treatment.and.Supply.Services", "indicators.ppi.Imported.Inputs.of.Products.of.Agriculture..Hunting.and.Related.Services", "indicators.ppi.Imported.Inputs.of.Products.Used.in.the.Extraction.of.Crude.Petroleum.and.Natural.Gas..Mining.of.Metal.Ores", "indicators.ppi.Imported.Inputs.of.Preserved.Meat.and.Meat.Products", "indicators.ppi.Imported.Inputs.of.Other.Mining.and.Quarrying.Products", "indicators.ppi.Imported.Inputs.of.Vegetable.and.Animal.Oils.and.Fats", "indicators.ppi.Domestic.Inputs.of.Other.Mining.and.Quarrying.Products", "indicators.ppi.Domestic.Inputs.of.Preserved.Meat.and.Meat.Products", "indicators.ppi.Domestic.Inputs.of.Products.of.Forestry..Logging.and.Related.Services", "indicators.ppi.Domestic.Inputs.of.Leather.and.Related.Products", "indicators.ppi.Domestic.Inputs.of.Wearing.Apparel", "indicators.ppi.Domestic.Inputs.of.Wood.and.of.Products.of.Wood.and.Cork..Except.Furniture..Articles.of.Straw.and.Plaiting.Materials", "indicators.ppi.Domestic.Inputs.of.Coke.and.Refined.Petroleum.Products", "indicators.ppi.Domestic.Inputs.of.Printing.and.Reproduction.Services.of.Recorded.Media", "indicators.ppi.Domestic.Inputs.of.Soap.and.Detergents..Cleaning.and.Polishing.Preparations..Perfumes.and.Toilet.Preparations", "indicators.ppi.Domestic.Inputs.of.Paints..Varnishes.and.Similar.Coatings..Printing.Ink.and.Mastics", "indicators.ppi.Domestic.Inputs.of.Industrial.Gases..Other.Inorganic.Chemicals..Fertilisers...Nitrogen.Compounds", "indicators.ppi.Domestic.Inputs.of.Other.Chemical.Products", "indicators.ppi.Domestic.Inputs.of.Products.Used.in.the.Manufactureof.Dyestuffs...Agrochemicals.20.12.20", "indicators.ppi.Domestic.Inputs.of.Manufacture.of.Petrochemicals.20.14.16.17.60", "indicators.ppi.Domestic.Inputs.of.Basic.Pharmaceutical.Products.and.Pharmaceutical.Preparations", "indicators.ppi.Domestic.Inputs.of.Products.Used.in.the.Manufacture.of.Cement..Lime..Plaster.and.Articles.of.Concrete..Cement.and.Plaster", "indicators.ppi.Domestic.Inputs.of.Products.Used.in.the.Manufactureof.Basic.Iron...Steel..Tubes..Pipes..Hollow.Profiles...Fittings", "indicators.ppi.Domestic.Inputs.of.Coal.and.Lignite", "indicators.ppi.Other.Transport.Equipment.for.Domestic.Market", "indicators.ppi.Inputs.into.Other.Mining.and.Quarrying", "indicators.ppi.Domestic.Inputs.of.Domestic.Products.Used.in.the.Extraction.of.Crude.Petroleum.and.Natural.Gas..Mining.of.Metal.Ores", "indicators.ppi.Imported.Inputs.of.Wood.and.of.Products.of.Wood.and.Cork..Except.Furniture..Articles.of.Straw.and.Plaiting.Materials", "indicators.ppi.Imported.Inputs.of.Soap.and.Detergents..Cleaning.and.Polishing.Preparations..Perfumes.and.Toilet.Preparations", "indicators.ppi.Imported.Inputs.of.Industrial.Gases..Other.Inorganic.Chemicals..Fertilisers...Nitrogen.Compounds", "indicators.ppi.Imported.Inputs.of.Other.Chemical.Products", "indicators.ppi.Imported.Inputs.of.Products.Used.in.the.Manufactureof.Dyestuffs...Agrochemicals.20.12.20", "indicators.ppi.Imported.Inputs.of.Manufacture.of.Petrochemicals.20.14.16.17.60", "indicators.ppi.Basic.Metals..Fabricated.Metal.Products...Machinery", "indicators.ppi.Imported.Inputs.of.Basic.Pharmaceutical.Products.and.Pharmaceutical.Preparations", "indicators.ppi.Manufactured.Products.for.Domestic.Market..Excl.Duty", "indicators.ppi.Outputs.of.Motor.Vehicles...Other.Transport.Equipment", "indicators.ppi.Outputs.of.Computer..Electronic...Electrical.Products", "indicators.ppi.Outputs.of.Food.Products", "indicators.ppi.EU.Imports.of.Mining.and.Quarrying", "indicators.ppi.Other.Outputs.from.Manufacturing", "indicators.ppi.Imported.Inputs.of.Products.Used.in.the.Manufactureof.Basic.Iron...Steel..Tubes..Pipes..Hollow.Profiles...Fittings", "indicators.ppi.Outputs.of.Textiles..Wearing.Apparel...Leather.Products", "indicators.ppi.Outputs.of.Coke...Refines.Petroleum.Products", "indicators.ppi.Outputs.of.Paper..Paper.Products...Printed.Material", "indicators.ppi.Outputs.of.Chemicals.and.Pharmaceutical.Preparations", "indicators.ppi.Inputs.into.Production.of.Leather.and.Related.Products", "indicators.ppi.Inputs.into.Production.of.Wood.and.of.Products.of.Wood.and.Cork..Except.Furniture..Articles.of.Straw.and.Plaiting.Materials", "indicators.ppi.Food.Products.for.Domestic.Market", "indicators.ppi.Inputs.into.Printing.and.Reproduction.Services.of.Recorded.Media", "indicators.ppi.Beverages.for.Domestic.Market..Excl.Duty", "indicators.ppi.Inputs.into.Production.of.Coke.and.Refined.Petroleum.Products", "indicators.ppi.Wearing.Apparel.for.Domestic.Market", "indicators.ppi.Inputs.into.Production.of.Paints..Varnishes.and.Similar.Coatings..Printing.Ink.and.Mastics", "indicators.ppi.Textiles.for.Domestic.Market", "indicators.ppi.Inputs.into.Production.of.Soap.and.Detergents..Cleaning.and.Polishing.Preparations..Perfumes.and.Toilet.Preparations", "indicators.ppi.Printing.and.Reproduction.Services.of.Recorded.Media.for.Domestic.Market", "indicators.ppi.Inputs.into.Production.of.Other.Chemical.Products", "indicators.ppi.Paper.and.Paper.Products.for.Domestic.Market", "indicators.ppi.Fabricated.Metal.Products..Except.Machinery.and.Equipment.for.Domestic.Market", "indicators.ppi.Coke.and.Refined.Petroleum.Products.for.Domestic.Market..Incl.Duty", "indicators.ppi.Purchase.of.Materials...Fuels.for.Manufactureof.Industrial.Gases..Other.Inorganic.Chemicals..Fertilisers...Nitrogen.Compounds", "indicators.ppi.Computer..Electronic.and.Optical.Products.for.Domestic.Market", "indicators.ppi.Petrochemicals.20.14.16.17.60", "indicators.ppi.Chemicals.and.Chemical.Products.for.Domestic.Market", "indicators.ppi.Other.Non.Metallic.Mineral.Products.for.Domestic.Market", "indicators.ppi.Purchase.of.Materials.and.Fuels.Used.in.Manufacture.of.Dyes...Pigmants..Pesticides.and.Other.Agrochemical.Products", "indicators.ppi.Inputs.of.Food..Domestic.", "indicators.ppi.Rubber.and.Plastic.Products.for.Domestic.Market", "indicators.ppi.Inputs.of.Food..Imported.", "indicators.ppi.Basic.Metals.for.Domestic.Market", "indicators.ppi.Inputs.into.Production.of.Basic.Pharmaceutical.Products.and.Pharmaceutical.Preparations", "indicators.ppi.Inputs.into.Preserved.Meat.and.Meat.Products", "indicators.ppi.Inputs.into.Production.of.Vegetable.and.Animal.Oils.and.Fats", "indicators.ppi.Inputs.into.Production.of.Dairy.Products", "indicators.ppi.Inputs.into.Production.of.Grain.Mill.Products..Starches.and.Starch.Products", "indicators.ppi.Inputs.into.Production.of.Bakery.and.Farinaceous.Products", "indicators.ppi.Inputs.into.Production.of.Prepared.Animal.Feeds", "indicators.ppi.Inputs.into.Production.of.Soft.Drinks..Mineral.Waters.and.Other.Bottled.Waters", "indicators.ppi.Inputs.into.Production.of.Tobacco.Products", "indicators.ppi.Inputs.into.Production.of.Wearing.Apparel", "indicators.ppi.Inputs.into.Repair.and.Maintenance.Services.of.Ships.and.Boats", "indicators.ppi.Inputs.into.Repair.and.Maintenance.Services.of.Aircraft.and.Spacecraft", "indicators.ppi.Inputs.into.Production.of.Electricity..Transmission.and.Distribution.Services", "indicators.ppi.Domestic.Inputs.of.Grain.Mill.Products..Starches.and.Starch.Products", "indicators.ppi.Purchases.of.Material.and.Fuels.for.Gas.Distribution", "indicators.ppi.Domestic.Inputs.of.Dairy.Products", "indicators.ppi.Domestic.Inputs.of.Bakery.and.Farinaceous.Products", "indicators.ppi.Other.Manufactured.Goods.for.Domestic.Market", "indicators.ppi.Inputs.into.Production.of.Food..Beverages.and.Tobacco.Products", "indicators.ppi.Repair.and.Installation.Services.of.Machinery.and.Equipment.for.Domestic.Market", "indicators.ppi.Purchase.of.Materials.and.Fuels.for.Manufacture.of.Textiles.and.Textile.Products", "indicators.ppi.Purchases.of.Materials.and.Fuels.for.Manufacture.of.Pulp..Paper.Amd.Paper.Products..Recorded.Media..Printing.Services", "indicators.ppi.Purchases.of.Fuels.and.Materials.for.the.Manufacture.of.Coke.and.Refined.Petroleum.Products.Exc.Duty", "indicators.ppi.Purchases.or.Material.and.Fuel.for.the.Manufacture.of.Basic.Pharmaceutical.Products.and.Preparations", "indicators.ppi.Purchase.of.Fuels.and.Material.for.Manufacture.of.Chemicals..Chemical.Products.and.Man.Made.Fibres", "indicators.ppi.Purchases.of.Material.and.Fuel.for.the.Manufacture.of.Other.Non.Metallic.Mineral.Products", "indicators.ppi.Purchases.of.Material.Andfuel.for.Manufactuer.of.Rubber.and.Plastic.Products", "indicators.ppi.Electrical.Equipment.for.Domestic.Market", "indicators.ppi.Purchases.of.Material.and.Fuel.for.Manufacture.of.Computer..Elecronic...Optical.Products..Electrical.Equipment", "indicators.ppi.Basic.Metals.and.Fabricated.Products", "indicators.ppi.Purchase.of.Fuels...Materials.for.the.Manufacture.of.Cement..Lime..Plaster.and.Articles.of.Concrete..Cement...Plaster", "indicators.ppi.Purchases.of.Materials.and.Fules.for.Manufacture.of.Basic.Iron..Steel.and.Alloys..Tubes.Pipes..Hollow.Profiles.and.Fittings", "indicators.ppi.Imports.of.Crude.Petroleum", "indicators.ppi.Inputs.into.Production.of.Weapons.and.Ammunition", "indicators.ppi.Inputs.of.Fuel", "indicators.ppi.Inputs.of.Other.Produced.Material", "indicators.ppi.Inputs.of.Crude.Oil", "indicators.ppi.Other.Inputs", "indicators.ppi.Inputs.of.Other.Parts.Equipment", "indicators.ppi.Inputs.of.Metals.and.Non.Metallic.Mineral.Products", "indicators.ppi.Inputs.into.Production.of.Ships.and.Boats", "indicators.ppi.Inputs.into.Production.of.Air.and.Spacecraft.and.Related.Machinery", "indicators.ppi.Domestic.Inputs.of.Vegetable.and.Animal.Oils.and.Fats", "indicators.ppi.Inputs.into.Production.of.Furniture", "indicators.ppi.Motor.Vehicles..Trailers.and.Semi.Trailers.for.Domestic.Market", "indicators.ppi.NEU.Imports.of.Other.Mining.and.Quarrying.Products", "indicators.ppi.Purchase.of.Material...Fuel.for.Manufacture.Motor.Vehicles.and.Other.Transport.Equipment", "indicators.ppi.Machinery.and.Equipment.N.E.C..for.Domestic.Market", "indicators.ppi.Domestic.Inputs.of.Prepared.Animal.Feeds", "indicators.ppi.Purchase.of.Material.and.Fuel.for.Manufacture.of.Other.Manufactured.Good.Nec", "indicators.ppi.Materials.Purchased.by.Manufacturing.Industry.Exc.CCL.Other.Than.FBTP.Industry", "indicators.ppi.Purchases.of.Materials.and.Fuels.for.All.Manufacturing.Other.Than.Those.Made.by.FBTP.Producing.Industries", "indicators.ppi.Inputs.into.Manufacturing", "indicators.ppi.Imported.Inputs.of.Coal.and.Lignite..Excl..CCL", "indicators.exchange.Euro", "indicators.exchange.Australian dollar", "indicators.exchange.Canadian dollar", "indicators.exchange.Danish krona", "indicators.exchange.Hong Kong dollar", "indicators.exchange.Japanese yen", "indicators.exchange.New Zealand dollar", "indicators.exchange.Norwegian krona", "indicators.exchange.South African rand", "indicators.exchange.Swedish krona", "indicators.exchange.Swiss franc", "indicators.exchange.United States dollar", "indicators.cci", "indicators.bci", "indicators.google.GT_trade", "indicators.google.GT_goods", "indicators.google.GT_fuels", "indicators.google.GT_oil", "indicators.google.GT_food", "indicators.google.GT_beverages", "indicators.google.GT_animals", "indicators.google.GT_tobacco", "indicators.google.GT_crude_oil", "indicators.google.GT_manufacturing", "indicators.google.GT_machinery", "indicators.google.GT_transport", "indicators.google.GT_aircraft", "indicators.google.GT_car" ], "rows": 226, "table": true, "tojson": true }, { "name": "inflation", "title": "UK Inflation Dataset", "object": "inflation", "class": [ "data.frame" ], "fields": [ "Vehicles Purchase (7.1)", "Routine Maintenance (5.6)", "Tools and Equipment (5.5)", "Glassware and Utensils (5.4)", "Household Appliances (5.3)", "Household Textiles (5.2)", "Furniture and Carpets (5.1)", "Fuels (4.5)", "Warer Supply (4.4)", "Repair of Dwelling (4.3)", "Actual Rents (4.1)", "Footwear (3.2)", "Clothing (3.1)", "Tobacco (2.2)", "Alcohol (2.1)", "Non-Alcoholic (1.2)", "Food (1.1)", "Peronal Care (12.1)", "Accomodation Services (11.2)", "Catering Services (11.1)", "Recrational Services (9.4)", "Other Recreational Items (9.3)", "Durables for Recreation (9.2)", "AV Equipment (9.1)", "Fin Services NEC (12.6)", "Post (8.1)", "Insurance (12.5)", "Transport (7.3)", "Social Protection (12.4)", "Personal Transport Operation (7.2)", "Other Services (12.7)", "Package Holidays (9.6)", "Books and Newspapers (9.5)", "Hospital Services (6.3)", "Out Patient Services (6.2)", "Medical Products (6.1)" ], "rows": 135, "table": true, "tojson": true } ], "_help": [ { "page": "exports", "title": "UK Trade in Goods (Exports) Dataset", "topics": [ "exports" ] }, { "page": "fillNA", "title": "Interpolation of missing data", "topics": [ "fillNA" ] }, { "page": "inflation", "title": "UK Inflation Dataset", "topics": [ "inflation" ] }, { "page": "kalmanMultivariate", "title": "Classic Multivariate KFS Equations", "topics": [ "kalmanMultivariate" ] }, { "page": "kalmanUnivariate", "title": "Univariate filtering (sequential processing) for fast KFS", "topics": [ "kalmanUnivariate" ] }, { "page": "logspace", "title": "logspace", "topics": [ "logspace" ] }, { "page": "missing_data_plot", "title": "Plot the missing data in a data matrix/frame", "topics": [ "missing_data_plot" ] }, { "page": "plot.sparseDFM", "title": "sparseDFM Plot Outputs", "topics": [ "plot.sparseDFM" ] }, { "page": "predict.sparseDFM", "title": "Forecasting factor estimates and data series.", "topics": [ "predict.sparseDFM", "print.sparseDFM_forecast" ] }, { "page": "raggedEdge", "title": "Generate a ragged edge structure for a data matrix", "topics": [ "raggedEdge" ] }, { "page": "residuals.sparseDFM", "title": "sparseDFM Residuals and Fitted Values", "topics": [ "fitted.sparseDFM", "resid.sparseDFM", "residuals.sparseDFM" ] }, { "page": "sparseDFM", "title": "Estimate a Sparse Dynamic Factor Model", "topics": [ "sparseDFM" ] }, { "page": "summary.sparseDFM", "title": "sparseDFM Summary Outputs", "topics": [ "print.sparseDFM", "summary.sparseDFM" ] }, { "page": "transformData", "title": "Transform data to make it stationary", "topics": [ "transformData" ] }, { "page": "tuneFactors", "title": "Tune for the number of factors to use", "topics": [ "tuneFactors" ] } ], "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "Matrix", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_vignettes": [ { "source": "inflation-example.Rmd", "filename": "inflation-example.html", "title": "Using sparseDFM - Inflation Example", "engine": "knitr::rmarkdown", "headings": [ "Exploring the Data", "Structure of the Model", "Fitting a DFM", "Fitting a Sparse DFM" ], "created": "2023-03-23 18:40:02", "modified": "2023-03-23 18:40:02", "commits": 1 }, { "source": "exports-example.Rmd", "filename": "exports-example.html", "title": "Using sparseDFM - Nowcasting UK Trade in Goods (Exports)", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Exploring the Data", "Fitting the Models", "Estimated Factor Structure", "Nowcasts" ], "created": "2023-03-23 18:40:02", "modified": "2023-03-23 18:40:02", "commits": 1 } ], "_score": 2.3010299956639813, "_indexed": true, "_nocasepkg": "sparsedfm", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-05-09T05:53:21.000Z", "distro": "noble", "arch": "aarch64", "commit": "e6438f1804463a0bb18bcfd97cba909418cd283e", "fileid": "f1823d1fad10e79b48eca7a6ecbe2967f3f50bacce6b4d116276f9993f3561f8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25593246889" }, { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-05-09T05:53:22.000Z", "distro": "noble", "arch": "x86_64", "commit": "e6438f1804463a0bb18bcfd97cba909418cd283e", "fileid": "3b6b26507532238059d76f12b37536299f64cbc4efff0680bd109edc451b58a2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25593246889" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-05-09T05:53:23.000Z", "distro": "noble", "arch": "aarch64", "commit": "e6438f1804463a0bb18bcfd97cba909418cd283e", "fileid": "10655d5ea2ea0ff95cbbb28279da3e02824528b01a777b133c44f8aeeb285096", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25593246889" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-05-09T05:53:17.000Z", "distro": "noble", "arch": "x86_64", "commit": "e6438f1804463a0bb18bcfd97cba909418cd283e", "fileid": "5ee704ac8c13530ba00af7f196bda73836f51bc008e156baf8be49fc78b9579c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25593246889" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-05-22T13:31:13.000Z", "arch": "emscripten", "commit": "e6438f1804463a0bb18bcfd97cba909418cd283e", "fileid": "3157226df67c922a845dfeae00042c8e181135c554080c1e380bbcd65e535af4", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/25593246889" } ] }