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10 resultaten voor keyword:R (software)
10 resultaten voor keyword:R (software)

Kwaliteit van statistieken waarborgen met wetenschappelijke methoden

Om de kwaliteit van zijn producten en diensten te waarborgen, hanteert het CBS wetenschappelijk verantwoorde methoden.

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Statistical matching: Experimental results and future research questions

National statistical institutes try to construct data sets that are rich in information content by combining available data as much as possible. Unfortunately, units, e.g. persons or enterprises, in...

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Error localization as a mixed integer problem with the editrules package

Error localization is the problem of finding out which fields in raw data records contain erroneous values. The editrules extension package for the R environment forstatistical computing was recently...

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An Introduction to data cleaning with R

Data cleaning, or data preparation is an essential part of statistical analysis. In fact, in practice it is often more time-consuming than the statistical analysis itself. These lecture notes...

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Manipulation of conditional restrictions and error localization with the editrules package

The quality of statistical statements strongly depends on the quality of the underlying data. Since raw data is often inconsistent or incomplete, data editing may consume a substantial amount of the...

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Deductive imputation with the deducorrect package

Numerical and categorical data used for statistical analyses is often plagued with missing values and inconsistencies. In many cases, a number of missing values may be derived, based on the...

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Manipulation of categorical data edits and error localization with the editrules package

Analyses of categorical data are often hindered by the occurrence of inconsistent or incomplete raw data. Although R has many features for analyzing categorical data, the functionality for error...

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Correction of rounding, typing, and sign errors with the deducorrect package

Since raw (survey) data usually has to be edited before statistical analysis can take place, the availability of data cleaning algorithms is important to many statisticians. In this paper the...

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A follow-up of nonresponse in the Dutch Labour Force Survey

From July to December 2005 a large scale follow up of nonrespondents in the Dutch Labour Force Survey (LFS) was conducted at Statistics Netherlands. In the study a sample of non-respondents in the...

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