This page provides an overview, alphabetically by author(s), of all articles on early estimates useful for WP6 Early estimates. See here for documentation on big data in general and on the other workpackages.

• P. Fornaro, H. Luomaranta & L. Saarinen (2016): Creating fast estimates of Finnish turnover indexes using firm-level data ( PDF, 339 kB)
• New steps in big data for traffic and transport statistics, CBS; [1]
• Traffic Loop Data, M. Puts, B. Meindl, L. Ma, P. Del Rey; https://statswiki.unece.org/download/attachments/109252755/Marco%20Puts.pdf?version=1&modificationDate=1425992553561&api=v2
• Traffic loop data for transport statistics, P. Struijs; https://unstats.un.org/unsd/trade/events/2014/Beijing/presentations/day1/afternoon/4.%20Statistics%20Netherlands%20Traffic%20Loop%20Data%20for%20Transport%20St.pdf
• Fornaro, P., & Luomaranta, H. (2017). Aggregate fluctuations and the effect of large corporations: Evidence from Finnish monthly data. Economic Modelling. doi:10.1016/j.econmod.2017.11.012
• Julie Josse, Francois Husson (2016). missMDA: A Package for Handling Missing Values in Multi- variate Data Analysis. Journal of Statistical Software, 70(1), 1-31. doi:10.18637/jss.v070.i01
• The Elements of Statistical Learning. (2009). Springer Series in Statistics. doi:10.1007/b94608
• James H. Stock and Mark W. Watson. Combination forecasts of output growth in a seven-country data set. Journal of Forecasting, 23(6):405–430, 2004. ISSN 1099-131X. doi: 10.1002/for.928. URL [2].
• Bruto domači proizvod, letno, SURS; [3]
• Podatki o prometu, Ministrstvo za infrastrukturo, Direkcija Republike Slovenija za infrastrukturo; http://www.di.gov.si/si/delovna_podrocja_in_podatki/ceste_in_promet/podatki_o_prometu/
• Commandeur, J. J., Koopman, S. J. (2007) An introduction to State Space Time Series Analysis. Oxford University Press.
• Harvey, A. C., (1989), Forecasting, structural time series models and the Kalman Filter, Cambridge University.
• Helske, J. (2017). KFAS: Exponential Family State Space Models in R. Journal of Statistical Software, 78(10), 1-39.
• Pater R., Szkoła J. and Kozak M., (2018), A method for measuring detailed demand for worker's competences, Working paper.