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cutoff
The CUTOFF spatio-temporal imputation method
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Version
Version
1.0
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Install
install.packages('cutoffR')
Monthly Downloads
11
Version
1.0
License
GPL-2
Maintainer
Lingbing Feng
Last Published
May 13th, 2014
Functions in cutoffR (1.0)
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UnifK
The Uniform Kernel
nmissing
Count the number of missing values in a vector or data matrix
HeatStruct
Structure Heatmap with Missing Value Demonstration
CosK
The Cosine Kernel
complete.chunk
Complete Chunk Data A chunk of data with no missing values from the Murray-Darling Basin Rainfall Data
GaussK
The Gaussian Kernel
EpanK
The Epanechnikov Kernel
Cut
The simple version of CUTOFF
hqmr.data
Murray-Darling Basin Rainfall Data
MissSimulation
Simulate a missing vector with block missing pattern.
Grmse
RMSE give imputed data matrix and the true matrix
date.month
Date month data Date information for the Murray-Darling Basin rainfall data
impCV
Cross-validation for spatio-temporal imputation
cutoff
The CUTOFF Spatio-temporal Imputation Method