Total Survey Error


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Documentation for package ‘TSE’ version 0.1.0

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AVEMAE Calculate average mean absolute error (aMAE)
AVEMAPE Calculate average mean absolute percentage error (aMAPE)
AVEMSE Calculate average mean squared error (aMSE) with bias-variance decomposition
AVEMSLE Calculate average mean squared logarithmic error (aMSLE)
AVERAE Calculate average relative absolute error (aRAE)
AVERMSE Calculate average root mean squared error (aRMSE)
AVERMSLE Calculate average root mean squared logarithmic error (aRMSLE)
AVERRSE Calculate average root relative squared error (aRRSE)
AVERSE Calculate average relative squared error (aRSE)
AVESMAPE Calculate average symmetric mean absolute percentage error (aSMAPE)
FULLSD Calculate full scale-dependent statistics
FULLSI Calculate full scale-independent statistics
TESTNUMB A data set created by merging four smaller data sets. Three of those smaller data sets are data from three surveys (O1, O2, O3); the other is data from a "gold standard" survey (A1). All four smaller data sets consist of the same three variables (Q1, Q2, Q3): responses to the same three questions, asked by each survey from the same 10 respondents (ID), along the same 1-99 response scale.