Package: fma 2.5.0.9000

fma: Data Sets from "Forecasting: Methods and Applications" by Makridakis, Wheelwright & Hyndman (1998)

All data sets from "Forecasting: methods and applications" by Makridakis, Wheelwright & Hyndman (Wiley, 3rd ed., 1998) <https://robjhyndman.com/forecasting/>.

Authors:Rob Hyndman [aut, cre, cph], Justin Carmody [ctb]

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NEWS

# Install 'fma' in R:
install.packages('fma', repos = c('https://robjhyndman.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/robjhyndman/fma/issues

Datasets:
  • advert - Sales and advertising expenditure
  • advsales - Sales volume and advertising expenditure
  • airpass - Monthly Airline Passenger Numbers 1949-1960
  • auto - Attributes of some US and Japanese automobiles
  • bank - Mutual savings bank deposits
  • beer - Monthly beer production
  • bicoal - Annual bituminous coal production
  • books - Sales of paperback and hardcover books
  • boston - Monthly dollar volume of sales
  • bricksq - Quarterly clay brick production
  • canadian - Canadian unemployment rate
  • capital - Quarterly capital expenditure and appropriations
  • cement - Cement composition and heat data
  • chicken - Price of chicken
  • condmilk - Condensed milk
  • copper - Copper price
  • copper1 - Copper prices
  • copper2 - Copper prices
  • copper3 - Copper prices
  • cowtemp - Temperature of a cow
  • cpimel - Consumer price index
  • dexter - Dexterity test and production ratings
  • dj - Dow-Jones index
  • dole - Unemployment benefits in Australia
  • dowjones - Dow-Jones index
  • econsumption - Electricity consumption and temperature
  • eggs - Price of eggs
  • eknives - Sales of electric knives
  • elco - Sales of Elco's laser printers
  • elec - Electricity production
  • expenditure - Expenditure
  • fancy - Sales for a souvenir shop
  • french - Industry index
  • housing - Housing data
  • hsales - Sales of one-family houses
  • hsales2 - Sales of new one-family houses
  • huron - Level of Lake Huron
  • ibm - IBM sales and profit
  • ibmclose - Closing IBM stock price
  • input - Input series
  • internet - Number of internet users
  • invent15 - Inventory demand
  • jcars - Motor vehicle production
  • kkong - King Kong data
  • labour - Civilian labour force
  • lynx - Annual Canadian Lynx trappings 1821-1934
  • milk - Monthly milk production per cow
  • mink - Number of minks trapped
  • mortal - Mortality
  • motel - Total accommodation at hotel, motel and guest house
  • motion - Employment figures in the motion picture industry
  • nail - Nail prices
  • oilprice - Oil prices
  • olympic - Men's 400 m final winning times in each Olympic Games
  • ozone - Ozone depletion and melanoma rates
  • paris - Average temperature
  • pcv - GDP
  • petrol - Sales of petroleum and related product
  • pigs - Number of pigs slaughtered
  • plastics - Sales of plastic product
  • pollution - Shipment of pollution equipment
  • productC - Sales of product C
  • pulpprice - Pulp price and shipments
  • qelec - Electricity production
  • qsales - Sales data
  • running - Running times and maximal aerobic capacity
  • sales - Sales data
  • schizo - Perceptual speed scores
  • shampoo - Sales of shampoo
  • sheep - Sheep population
  • ship - Electric can opener shipments
  • shipex - Shipments
  • strikes - Number of strikes
  • telephone - Telephone cost
  • texasgas - Price and consumption of natural gas
  • ukdeaths - Total deaths and serious injuries
  • usdeaths - Accidental deaths in USA
  • uselec - Total generation of electricity
  • ustreas - Treasury bill contracts
  • wagesuk - Real daily wages
  • wheat - Wheat prices
  • wn - White noise series
  • wnoise - White noise time series
  • writing - Sales of printing and writing paper

On CRAN:

8.64 score 18 stars 2 packages 294 scripts 9.2k downloads 1 mentions 0 exports 45 dependencies

Last updated 1 years agofrom:1a1b76cdb9. Checks:OK: 7. Indexed: yes.

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Dependencies:clicolorspacecurlfansifarverforecastfracdiffgenericsggplot2gluegtableisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmunsellnlmennetpillarpkgconfigquadprogquantmodR6RColorBrewerRcppRcppArmadillorlangscalestibbletimeDatetseriesTTRurcautf8vctrsviridisLitewithrxtszoo

Using fma: worked examples

Rendered fromfma-vignette.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2023-02-15
Started: 2018-03-21

Readme and manuals

Help Manual

Help pageTopics
Data sets from "Forecasting: methods and applications" by Makridakis, Wheelwright and Hyndman (1998)fma-package fma
Sales and advertising expenditureadvert
Sales volume and advertising expenditureadvsales
Monthly Airline Passenger Numbers 1949-1960airpass
Attributes of some US and Japanese automobilesauto
Mutual savings bank depositsbank
Monthly beer productionbeer
Annual bituminous coal productionbicoal
Sales of paperback and hardcover booksbooks
Monthly dollar volume of salesboston
Quarterly clay brick productionbricksq
Canadian unemployment ratecanadian
Quarterly capital expenditure and appropriationscapital
Cement composition and heat datacement
Price of chickenchicken
Condensed milkcondmilk
Copper pricecopper
Copper pricescopper1
Copper pricescopper2
Copper pricescopper3
Temperature of a cowcowtemp
Consumer price indexcpimel
Dexterity test and production ratingsdexter
Dow-Jones indexdj
Unemployment benefits in Australiadole
Dow-Jones indexdowjones
Electricity consumption and temperatureeconsumption
Price of eggseggs
Sales of electric kniveseknives
Sales of Elco's laser printerselco
Electricity productionelec
Expenditureexpenditure
Sales for a souvenir shopfancy
Industry indexfrench
Housing datahousing
Sales of one-family houseshsales
Sales of new one-family houseshsales2
Level of Lake Huronhuron
IBM sales and profitibm
Closing IBM stock priceibmclose
Input seriesinput
Number of internet usersinternet
Inventory demandinvent15
Motor vehicle productionjcars
King Kong datakkong
Civilian labour forcelabour
Annual Canadian Lynx trappings 1821-1934lynx
Monthly milk production per cowmilk
Number of minks trappedmink
Mortalitymortal
Total accommodation at hotel, motel and guest housemotel
Employment figures in the motion picture industrymotion
Nail pricesnail
Oil pricesoilprice
Men's 400 m final winning times in each Olympic Gamesolympic
Ozone depletion and melanoma ratesozone
Average temperatureparis
GDPpcv
Sales of petroleum and related productpetrol
Number of pigs slaughteredpigs
Sales of plastic productplastics
Shipment of pollution equipmentpollution
Sales of product CproductC
Pulp price and shipmentspulpprice
Electricity productionqelec
Sales dataqsales
Running times and maximal aerobic capacityrunning
Sales datasales
Perceptual speed scoresschizo
Sales of shampooshampoo
Sheep populationsheep
Electric can opener shipmentsship
Shipmentsshipex
Number of strikesstrikes
Telephone costtelephone
Price and consumption of natural gastexasgas
Total deaths and serious injuriesukdeaths
Accidental deaths in USAusdeaths
Total generation of electricityuselec
Treasury bill contractsustreas
Real daily wageswagesuk
Wheat priceswheat
White noise serieswn
White noise time serieswnoise
Sales of printing and writing paperwriting