Introductory Time Series with R

Introductory Time Series with R (Paperback)

By Paul S P Cowpertwait , Andrew Metcalfe 
Publisher: Springer
Edition: Paperback
Language: English
ISBN: 0387886974
EAN: 9780387886978
No. of Units: 1
No. of Pages: 254
Publish Date: 2009-06-01
Binding: Paperback
Ships to India.

Description

Rhasacommandlineinterfacethato?ersconsiderableadvantagesovermenu systemsintermsofe?ciencyandspeedoncethecommandsareknownandthe languageunderstood. However, thecommandlinesystemcanbedauntingfor the?rst-timeuser, sothereisaneedforconcisetextstoenablethestudentor analysttomakeprogresswithRintheirareaofstudy. Thisbookaimstoful?l thatneedintheareaoftimeseries toenablethenon-specialisttoprogress, atafairlyquickpace, toalevelwheretheycancon?dentlyapplyarangeof timeseriesmethodstoavarietyofdatasets. Thebookassumesthereader hasaknowledgetypicalofa?rst-yearuniversitystatisticscourseandisbased aroundlecturenotesfromarangeoftimeseriescoursesthatwehavetaught overthelasttwentyyears. Someofthismaterialhasbeendeliveredtopo- graduate?nancestudentsduringaconcentratedsix-weekcourseandwaswell received, soaselectionofthematerialcouldbemasteredinaconcentrated course, althoughingeneralitwouldbemoresuitedtobeingspreadovera completesemester. Thebookisbasedaroundpracticalapplicationsandgenerallyfollowsa similar format for each time series model being studied. First, there is an introductory motivational section that describes practical reasons why the modelmaybeneeded. Second, themodelisdescribedandde?nedinma- ematicalnotation. Themodelisthenusedtosimulatesyntheticdatausing Rcodethatcloselyre?ectsthemodelde?nitionandthen?ttedtothes- theticdatatorecovertheunderlyingmodelparameters. Finally, themodel is?ttedtoanexamplehistoricaldatasetandappropriatediagnosticplots given. By using R, the whole procedure can be reproduced by the reader, 1 anditisrecommendedthatstudentsworkthroughmostoftheexamples. Mathematical derivations are provided in separate frames and starred sec- 1 WeusedtheRpackageSweavetoensurethat, ingeneral, yourcodewillproduce thesameoutputasours. However, forstylisticreasonswesometimeseditedour code;e. g., fortheplotstherewillsometimesbeminordi?erencesbetweenthose generatedbythecodeinthetextandthoseshownintheactual?gures. vii viii Preface tionsandcanbeomittedbythosewantingtoprogressquicklytopractical applications. Attheendofeachchapter, aconcisesummaryoftheRc- mands that were used is given followed by exercises. All data sets used in thebook, andsolutionstotheoddnumberedexercises, areavailableonthe websitehttp: //www. massey. ac. nz/?pscowper/ts. WethankJohnKimmelofSpringerandtheanonymousrefereesfortheir helpfulguidanceandsuggestions, BrianWebbyforcarefulreadingofthetext andvaluablecomments, andJohnXieforusefulcommentsonanearlierdraft. TheInstituteofInformationandMathematicalSciencesatMasseyUniv- sity and the School of Mathematical Sciences, University of Adelaide, are acknowledgedforsupportandfundingthatmadeourcollaborationpossible. Paul thanks his wife, Sarah, for her continual encouragement and support duringthewritingofthisbook, andourson, Daniel, anddaughters, Lydia andLouise, forthejoytheybringtoourlives. AndrewthanksNataliefor providinginspirationandherenthusiasmfortheproject. PaulCowpertwaitandAndrewMetcalfe MasseyUniversity, Auckland, NewZealand UniversityofAdelaide, Australia December2008 Contents Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii 1 TimeSeriesData. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1. 1 Purpose. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1. 2 Timeseries. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 1. 3 Rlanguage. . . . . . . . . . . . .
show moreless

Specification

Title: Introductory Time Series with R
Publisher: Springer
Author: Paul S P Cowpertwait , Andrew Metcalfe
Edition: Paperback
Language: English
ISBN: 0387886974
EAN: 9780387886978
No. of Units: 1
No. of Pages: 254
Publish Date: 2009-06-01
Binding: Paperback

Disclaimer

  • The book summary and image may be of a different edition or binding of the same title.
  • Book reviews are added by registered customers. They need not necessarily buy book.
  • These books are NOT available for reading online or for free download in PDF or ebook format.
  • Price can change due to reprinting, price change by publisher or sourcing cost change for imported books.
  • www.infibeam.com/Books is the biggest online bookstore in India for sale of books at best price - fiction, literature, audiobooks, study guides, novels, story books, rare books, textbooks and books by popular authors. These are available in various editions and bindings e.g. paperback and at best discount.
  • For the imported title, once the order gets placed ,it can’t be cancelled


Great Value

Safe Payment

Shop With
Confidence

Help Center

Free & Easy Return

Get Discounts & Offers
Stay Connected

Popular Searches on Infibeam.com

Online Shopping: Deal of The Day / Hot Deals / Best Deals / Offers

Apple iPhones: Iphone Xs Max / Iphone Xs / Iphone XR / iPhone 8 / iPhone 8 / iPhone 7 / iPhone 7 Plus / iPhone 6s / iPhone 5s

Mobile Phones:Unboxed Mobiles / Apple Mobiles / Samsung Mobiles / Micromax Mobiles / Sony Mobiles / Intex Mobiles / Latest Mobiles / Smartphones / 4G Phones / 3G Phones

Computers:Dell Laptops / Lenovo Laptops / Acer Laptops / HP Laptops / External Hard Disks / Pen Drives / Monitors / Softwares / Printers

Appliances:Air Conditioners / Air Coolers / Refrigerators / Geysers / Room Heaters / Immersion Rod / Water Purifiers / Washing Machines / Microwaves & OTG / Air Purifier

Electronics: Tablets / Cameras / Headphones / Power Bank / LED TVs / Gaming Consoles / Speakers / Tablet Accessories / Memory Cards

Men's Clothing: Shirts / T-Shirts / Tracksuits / Trousers / Ethnic Wear / Men's Denim / Cargo Shorts / Tees & Polos / Suits & Blazer

Women's Clothing: Dress Materials / Salwar Suits / Women Sarees / Kurtas & Kurtis / Leggings / Lingerie / Night Suits & Nighties / Women Shorts / Tops

Fashion:Men's Shoes / Women's Footwear / Fastrack Watches / Titan Watches / Timex Watches / Bags / Jewellery / Fastrack Sunglasses / Perfumes & Deodorants / Fashion Accessories

Online Book Store:Best Sellers Books / Business Books / History and Politics / Academic and Professional / Competitive Exams / Biographies and Autobiographies

Best Ecommerce Platform:Online Store Builder / Create Online Store / Best Ecommerce Solutions / Sell Online / Ecommerce Marketing Blog

Ecommerce Website Templates:Free Website Templates / Free Logo Design / SEO Audit Report / Theme Store / Wordpress Themes / Web & App Development Company

Copyright © 2007-2019 Infibeam.com and Affiliates
Site is up