17th Applied Statistics 2020
International Conference
September 20 - 23, 2020
Ribno (Bled), Slovenia
    

Past conferences:

2019 2018 2017 2016 2015
2014 2013 2012 2011 2010
2009 2008 2007 2006 2005
2004
                 before 2004


  Committees


  Important dates

  Abstract
 
Submission
      June 1

  Acceptance note
     July 1
  Reduced early
  payment fee
     July 15


 

                                

SHARE dataset and analysis of nonstandard data:
examples and applications


Andrej Srakar
Institute for Economic Research (IER) and
School of Economics and Business, University of Ljubljana, Slovenia

Survey of Health, Ageing and Retirement in Europe (SHARE) is a multidisciplinary and cross-national panel database, covering 27 European countries and Israel, with micro data on health, socio-economic status and social and family networks of about 140,000 individuals aged 50 or older. Due to its large scale and data quality, it has become subject to numerous applications in past fifteen years, in terms of statistics one could easily describe it as a "toy for statisticians". The workshop will focus on usages of SHARE data with methods from the analysis of nonstandard data, developed for large datasets, largely symbolic and functional data analysis, which are being ever more frequently used in statistics and econometrics. We will present statistical theory behind those methods and use many of them as implemented in R to present interesting and novel applications with SHARE data, based on some of the most recent functional, interval and histogram regressions, clustering and dimensionality reduction methods.

The participants should be familiar with R programming and bring their own laptops, with the latest version of R. The use of R Studio is also encouraged. A wireless connection to the Internet will be provided.


 Applied Statistics 2020      http://conferences.nib.si/AS2020                                e-mail: info.AS@nib.si
FDV