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Experimental UK Regional Consumer Price Inflation with Model-Based Expenditure Weights

Open Access
|Mar 2022

References

  1. Alfons, A., and M. Templ. 2013. “Estimation of Social Exclusion Indicators from Complex Surveys: The R package laeken.” Journal of Statistical Software 54, no. 15: 1–25. DOI: www.dx.doi.org/10.18637/jss.v054.i15.10.18637/jss.v054.i15
  2. Baran, D., and J. O’Donoghue. 2002. “Price levels in 2000 for London and the regions compared with the national average.” Economic Trends 578: 28–38. Available at: www.escoe.ac.uk/research/historical-data/etarticles/ (accessed April 2021).
  3. BLS. 2018. BLS handbook of methods: Chapter 17 The Consumer Price Index. Washington DC. Available at: www.bls.gov/opub/hom/pdf/homch17.pdf (accessed April 2021).
  4. Borooah, V.K., P.P.L. McGregor, P.M. McKee, and G.E. Mulholland. 1996. “Cost of living differences between the regions of the United Kingdom.” In New Inequalities. The Changing Distribution of Income and Wealth in the United Kingdom, edited by J.Hills: 103–132. Cambridge: Cambridge University Press.10.1017/CBO9780511521935.005
  5. Brown, M., R. de Haas, and V. Sokolov. 2018. “Regional Inflation, Banking Integration, and Dollarization.” Review of Finance 22 8(6): 2073–2108. DOI: www.doi.org/10.1093/rof/rfx021.10.1093/rof/rfx021
  6. Chandra, H. and U.C. Sud. 2012. “Small area estimation for zero-inflated data.” Communications in Statistics–Simulation and Computation 41: 632–643. DOI: www. dx.doi.org/10.1080/03610918.2011.598991.10.1080/03610918.2011.598991
  7. Choudry, G.H., and J.N.K. Rao. 1989. “Small area estimation using models that combine time series and cross sectional data.” In Proceedings of Statistics Canada Symposium on Analysis of Data in Time, edited by A.C. Singh, and P. Whitridge: 67–74. Ottawa: Statistics Canada.
  8. Department for Environment, Food and Rural Affairs and Office for National Statistics. 2019. Living Costs and Food Survey, 2008-2014. [data collection]. 3rd Edition. UK Data Service. SN: 7992, www.doi.org/10.5255/UKDA-SN-7992-4 (DOI for 2014 only) and also SN: 6385, 6655, 6945, 7272, 7472, 7702).
  9. Duran, H.E. 2016. “Inflation differentials across regions in Turkey.” South East European Journal of Economics and Business 11(1): 7–17. DOI: www.doi.org/10.1515/jeb-2016-0001.10.1515/jeb-2016-0001
  10. Esteban, M.D., M.J. Lombardía, E. López-Vizcaíno, D. Morales, and A. Pérez, A. 2020. “Small area estimation of proportions under area-level compositional mixed models.” TEST 29: 793–818. DOI: www.doi.org/10.1007/s11749-019-00688-w.10.1007/s11749-019-00688-w
  11. Esteban, M.D., D. Morales, A. Pérez, and L. Santamaría. 2011. “Two area-level time models for estimating small area poverty indicators.” Journal of the Indian Society of Agricultural Statistics 66: 75–89.
  12. Esteban, M.D., D. Morales, and A. Pérez. 2016. Analysis of Poverty Data by Small Area Estimation, First Edition. Edited by Monica Pratesi. Chichester: John Wiley & Sons.
  13. EU regulation 1998. EU regulation 1687/98 on HICP available at: (www.eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:31998R1687&from=EN) (accessed April 2021).
  14. Fay, R., and R. Herriot. 1979. “Estimates of Income for Small Places: An Application of James-Stein Procedures to Census Data.” Journal of the American Statistical Association 74 (366): 269–277. DOI: www.doi.org/10.2307/2286322.10.1080/01621459.1979.10482505
  15. Fengki, A.O., K.A. Notodiputro, and K. Sadik. 2020. “Bisakah memperoleh statistik indeks harga konsumen tingkat provinsi di Indonesia dengan ketelitian yang lebih baik? (Can provincial level consumer price indices statistics in Indonesia be obtained with better accuracy?).” Seminar Nasional Official Statistics 1: 297–306. DOI: www.doi.org/10.34123/semnasoffstat.v2019i1.178.10.34123/semnasoffstat.v2019i1.178
  16. Fenwick, D., and J. O’Donoghue. 2003. “Developing estimates of relative regional consumer price levels.” Economic Trends 599: 72–83. Available at: www.webarchive.nationalarchives.gov.uk/20160120195958/www.ons.gov.uk/ons/rel/cpi/regional-consumer-price-levels/developing-estimates-of-relative-regional-consumer-price-levels/-developing-estimates-of-relative-regional-consumer-price-levels-.pdf (accessed April 2021).
  17. Gajewski, P. 2017. “Sources of regional inflation in Poland.” Eastern European Economics 55(3): 261–276. DOI: www.doi.org/10.1080/00128775.2017.1284572.10.1080/00128775.2017.1284572
  18. Hayes, P. 2005. “Estimating UK regional price indices, 1974–96.” Regional Studies 39: 333–344. DOI: www.doi.org/10.1080/00343400500087216.10.1080/00343400500087216
  19. Kosfeld, R., H.-F. Eckey, and M. Schüßler. 2009. “Ökonometrische Messung regionaler Preisniveaus auf der Basis örtlich beschränkter Erhebungen“. German Council for Social and Economic Data (RatSWD) Research Notes: 33. Available at: www.hdl.handle.net/10419/43644 (accessed April 2021).10.2139/ssrn.1480198
  20. Lahiri, P., and J.N.K. Rao. 1995. “Robust estimation of mean squared error of small area estimators.” Journal of the American Statistical Association 90, no. 430: 758–766. DOI: www.doi.org/10.1080/01621459.1995.10476570.10.1080/01621459.1995.10476570
  21. Marchetti S., and L. Secondi. 2017. “Estimates of Household Consumption Expenditure at Provincial Level in Italy by Using Small Area Estimation Methods: ‘‘Real’’ Comparisons Using Purchasing Power Parities.” Social Indicators Research 131: 215–234. DOI: www.doi.org/10.1007/s11205-016-1230-8.10.1007/s11205-016-1230-8
  22. Marchetti S., G. Bertarelli, L. Biggeri, G. Giusti, M. Pratesi, and F. Schirripa-Spagnolo. 2019. “Small area poverty indicators adjusted using local price indexes.” Italian Conference on Survey Methodology (ITACOSM), 5–7 June, 2019, Florence. Available at: www.centrodagum.it/wp-content/uploads/2019/07/Presentation_Prate-si.pdf (accessed April 2021).
  23. Marhuenda, Y., I. Molina, and D. Morales. 2013. “Small area estimation with spatio-temporal Fay–Herriot models.” Computational Statistics and Data Analysis 58: 308–325. DOI: www.doi.org/10.1016/j.csda.2012.09.002.10.1016/j.csda.2012.09.002
  24. Nagayasu, J. 2011. “Heterogeneity and convergence of regional inflation (prices).” Journal of Macroeconomics 33: 711–723. DOI: www.doi.org/10.1016/j.jmacro.2011.07.002.10.1016/j.jmacro.2011.07.002
  25. O’Donoghue, J. 2017. “The effect of variance in the weights on the CPI and RPI.” Survey Methodology Bulletin 77: 1–27. Available at: www.ons.gov.uk/file?uri=/methodology/methodologicalpublications/generalmethodology/surveymethodology-bulletin/surveymethodologybulletinno.77autumn2017a.pdf (accessed April 2021).
  26. ONS. 2011. UK Relative Regional Consumer Price levels for Goods and Services for 2010. ONS, Newport. Available at: www.webarchive.nationalarchives.gov.uk/20160108054525/www.ons.gov.uk/ons/rel/cpi/regional-consumer-price-levels/2010/uk-relative-regional-consumer-price-levels-for-goods-and-services-for-2010.pdf (accessed April 2021).
  27. ONS. 2014. Consumer price indices technical manual. Available at: www.ons.gov.uk/ons/rel/cpi/consumer-price-indices–-technical-manual/2014/index.html (accessed April 2021).
  28. ONS. 2018. Development of regional household expenditure measures. Office for National Statistics, Newport. Available at: www.ons.gov.uk/economy/regionalac-counts/grossdisposablehouseholdincome/articles/developmentofregionalhouseholdexpendituremeasures/latest (accessed April 2021).
  29. ONS. 2019. Consumer prices indices technical manual. Available at: www.ons.gov.uk/economy/inflationandpriceindices/methodologies/consumerpricesindicestechnicalmanual2019 (accessed April 2021).
  30. ONS. 2020. Consumer price inflation item indices and price quotes. Available at: www. ons.gov.uk/economy/inflationandpriceindices/datasets/consumerpriceindicescpiandretailpricesindexrpiitemindicesandpricequotes/ (accessed April 2021).
  31. Pfeffermann, D. 2013. “New important developments in small area estimation.” Statistical Science 28(1): 40–68. DOI: www.doi.org/10.1214/12-STS395.10.1214/12-STS395
  32. Pfeffermann, D., B. Terryn, and F.A. Moura. 2008. “Small area estimation under a two-part random effects model with application to estimation of literacy in developing countries.” Survey Methodology, 34: 235–249. Available at: www.eprints.soton.ac.uk/153903/1/Pfeffermann_Moura-Terryn.pdf (accessed April 2021).
  33. Purwono, R., M.Z. Yasin, and M.K. Mubin. 2020. “Explaining regional inflation programmes in Indonesia: Does inflation rate converge?” Economic Change and Restructuring 53: 571–590. DOI: www.doi.org/10.1007/s10644-020-09264-x.10.1007/s10644-020-09264-x
  34. R Core Team. 2019. “R: A language and environment for statistical computing”. R Foundation for Statistical Computing, Vienna, Austria. Available at: www.R-project.org (accessed April 2021).
  35. Rao, J.N., and I. Molina. 2015. Small area estimation (Second Edition). Hoboken: John Wiley & Sons.10.1002/9781118735855
  36. Rienzo, C. 2017. “Real wages, wage inequality and the regional cost-of-living in the UK.” Empirical Economics 52: 1309–1335. DOI: www.doi.org/10.1007/s00181-016-1122-4.10.1007/s00181-016-1122-4
  37. RPI Advisory Committee. 1971. Proposals for retail prices indices for regions. H.M. Stationery Office, London.
  38. Scealy, J. and Welsh, A. 2017. “A Directional Mixed Effects Model for Compositional Expenditure Data” Journal of the American Statistical Association, 112, 24–36. DOI: www.doi.org/10.1080/01621459.2016.1189336.10.1080/01621459.2016.1189336
  39. Smith, P.A. 2021. “Estimating sampling errors in Consumer Price Indices.” International Statistical Review. DOI: www.doi.org/10.1111/insr.12438.10.1111/insr.12438
  40. Statistisches Bundesamt. 2018. Preise Verbraucherpreisindex für Deutschland Qualitätsbericht. Statistisches Bundesamt, Wiesbaden. Available at: www.destatis.de/DE/Methoden/Qualitaet/Qualitaetsberichte/Preise/verbraucherpreis.pdf?__blob=publicationFile (accessed April 2021).
  41. Statistisches Bundesamt. 2020. Regional CPIs for Germany. Available at: www.www-genesis.destatis.de/genesis/online (search “61111-0011”), (accessed April 2021).
  42. Statistics Bureau of Japan. 2020. Regional CPIs for Japan. Available at: www.e-stat.go.jp/en/stat-search/files?page=1&layout=datalist&toukei=00200573&tstat=000001084976&cycle=1&year=20200&month=11010303&tclass1=000001085955 (accessed April 2021).
  43. Swanson, D.C., S.K. Hauge, and M.L. Schmidt. 1999. “Evaluation of Composite Estimation Methods for Cost Weights in the CPI.” In Proceedings of the Section on Survey Research Methods, American Statistical Association. Washington D.C. American Statistical Association. Available at: www.bls.gov/osmr/research-papers/1999/st990050.htm (accessed April 2021).
  44. Tillmann, P. 2013. “Inflation targeting and regional inflation persistence: Evidence from Korea.” Pacific Economic Review 18(2): 147–161. DOI: www.doi.org/10.1111/1468-0106.12016.10.1111/1468-0106.12016
  45. Tzavidis, N., L.C. Zhang, A. Luna, T. Schmid, and N. Rojas-Perilla. 2018. “From start to finish: A framework for the production of small area official statistics.” Journal of the Royal Statistical Society: Series A (Statistics in Society) 181(4): 927–979. DOI: www. doi.org/10.1111/rssa.12364.10.1111/rssa.12364
  46. UK Statistics Authority. 2013. Statistics on Consumer Price Inflation – Assessment Report 257. UK Statistics Authority, London. Available at: www.osr.statisticsauthor-ity.gov.uk/wp-content/uploads/2015/11/images-assessmentreport257statisticsonconsumerpriceinflatio_tcm97-43135.pdf (accessed April 2021).
  47. Weber, A.A., and G.W. Beck. 2005. Price stability, inflation convergence and diversity in EMU: Does one size fit all? CFS Working Paper 2005(30). Goethe University, Center for Financial Studies (CFS), Frankfurt. Available at: www.nbn-resolving.de/urn:nbn:de:hebis:30-23427 (accessed April 2021).
  48. Wingfield, D., D. Fenwick, and K. Smith. 2005. “Relative regional consumer price levels in 2004”. Economic Trends 615: 36–45. Available at: www.ons.gov.uk/ons/rel/elmr/economic-trends – discontinued-/no – 615 – february-2005/relative-regional-consumer-price-levels-in-2004.pdf (accessed April 2021).
  49. Yesilyurt, F., and J.P. Elhorst. 2014. “A regional analysis of inflation dynamics in Turkey.” The Annals of Regional Science 52(1): 1–17. DOI: www.doi.org/10.1007/s00168-013-0570-4.10.1007/s00168-013-0570-4
  50. Zimmermann, T., F. Polidoro, F. Di Leo, M. Fedeli, J. Burger, J. van den Brakel, M. Pratesi, C. Giusti, S. Marchetti, L. Biggeri, G. Bertarelli, F. Schirripa Spagnolo, T. Laureti, I. Benedetti, P.A. Smith, J. Dawber, N. Tzavidis, A. Luna, J. O’Donoghue, T. Flower, H. Thomas, N. Würz, T. Schmid, C. Articus, J.P. Burgard, C. Caratiola, H. Dieckmann, F. Ertz, J. Krause, R. Münnich, and A.-L. Wölwer. 2020. Regional poverty measurement as a prototype for modern indicator methodology: Guidelines for best practices implementation for transferring methodology. MAKSWELL. Available at: www.makswell.eu/attached_documents/output_deliverables/deliverable_3.2.pdf (accessed April 2021).
Language: English
Page range: 213 - 237
Submitted on: May 1, 2020
Accepted on: May 1, 2021
Published on: Mar 29, 2022
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2022 James Dawber, Nora Würz, Paul A. Smith, Tanya Flower, Heledd Thomas, Timo Schmid, Nikos Tzavidis, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.