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STS496 Alphonse L.M.
                  tradition. Since its independence in the early 19th century Chile systematically
                  carried out national population censuses, from1835 and since then roughly
                  every ten years. The rate of under-enumeration of the Chilean census during
                  the period 1950 – 1990 in general was below the regional average. But in the
                  2000  census  round  the  under-enumeration  in  Chile  was  3.8  %  while  the
                  regional average 3. 3 %. Up to the 2000 census round the census in Chile was
                  carried out in one day by a large group of volunteers on the basis of the de
                  facto concept, using a basic questionnaire. For the 2010 census round this was
                  changed  to  a  census  carried  out  by  paid  enumerators,  using  the  de  jure
                  concept, with a complex questionnaire and a multi-week field enumeration
                  period.
                     Fieldwork for the 2012 census was carried out from 9 April to the end July
                  2012; the results of the census were released on 2 April 2013; on 26 April 2013
                  the Director of the National Statistical Office (INE) resigned, to be replaced on
                  29 April 2013, and on 2 May 2013 the results of the 2012 were withdrawn. The
                  resignation of the Director and the withdrawal of the published census results
                  were caused by the allegations by senior INE staff members that the data had
                  been manipulated on the instructions of the Director. Bezama y González, M.
                  (2013), Economist (2013)
                     Two review commissions, one national and the other international, were
                  appointed to investigate the allegations and assess the quality of the census.
                  Their  findings  were  as  follows:  The  census  methodology  was  not  correctly
                  applied due to a dysfunctional atmosphere in INE, causing the marginalisation
                  of knowledgeable technical staff; lack of understanding of the de jure concept,
                  insufficient time for the preparation and training of staff, and lack of adequate
                  funding. The census did not cover about 9.3 % of the population, either by not
                  contacting the households, or because dwellings were wrongly classified as
                  unoccupied, or because of refusals. The missing data were imputed. The non-
                  coverage  could  be  higher  in  particular  geographical  areas,  administrative
                  regions, communities, or in specific social categories. Coverage of the census
                  population  could  not  be  properly  assessed  because  the  Post  Enumeration
                  Survey (PES) was not properly designed and executed and was only attempted
                  in urban areas. Training of the field staff was uneven, and inadequate. The
                  census reference date was not clearly identified or used. The documentation
                  on the census procedures was  defective; there were no methodological or
                  administrative reports. (INE (2014)

                  5.  Conclusions and way forward
                     “Statisticians misbehaving” appear to be rare events. Since the second half
                  of the 20th century the scope of statistics has greatly expanded and currently
                  it is fashionable to refer to “data and statistics”. The term “statistician” not
                  only refers to persons with formal degrees in statistics, but also to persons

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