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cutoff

The CUTOFF spatio-temporal imputation method

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Version

Install

install.packages('cutoffR')

Monthly Downloads

14

Version

1.0

License

GPL-2

Maintainer

Lingbing Feng

Last Published

May 13th, 2014

Functions in cutoffR (1.0)

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