Total Survey Error Under Multiple, Different Weighting Schemes


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Documentation for package ‘TSEwgt’ version 0.1.0

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AVEMAEw Average mean absolute error (aMAE)
AVEMAPEw Average mean absolute percentage error (aMAPE)
AVEMSEw Average mean squared error (aMSE) with bias-variance decomposition
AVEMSLEw Average mean squared logarithmic error (aMSLE)
AVERAEw Average relative absolute error (aRAE)
AVERMSEw Average root mean squared error (aRMSE)
AVERMSLEw Average root mean squared logarithmic error (aRMSLE)
AVERRSEw Average root relative squared error (aRRSE)
AVERSEw Average relative squared error (aRSE)
AVESMAPEw Average symmetric mean absolute percentage error (aSMAPE)
FULLSDw Full scale-dependent statistics
FULLSIw Full scale-independent statistics
TESTWGT A data set created by merging 1) "actual" data from a "gold standard" survey (A1, A2), and 2) data from another survey (Q1, Q2), including weights columns for that data (W1, W2). A1/Q1 and A2/Q2 are responses to the same two questions, asked to the same 10 respondents (ID), along the same 1-99 response scale.