hqmr.data


A dataset containing rainfall recordings from 78 gauging stations from the
Murray-Darling Basin in Southeastern Australia.


datasets

This package provides a set of tools for spatio-temporal imputation
in R. It includes the implementation for then CUTOFF imputation method,
a useful cross-validation function that can be used not only by the
CUOTFF method but also by some other imputation  functions to help
choosing an optimal value for relevant parameters, such as the number
of k-nearest neighbors for the KNN imputation method, or the number of
components for the SVD imputation method. It also contains tools for
simulating data with missing values with respect to some specific
missing pattern, for example, block missing. Some useful visualisation
functions for imputation purposes are also provided in the package.

Lingbing Feng

cutoffR

CUTOFF: A Spatio-temporal Imputation Method

hqmr.data function

A data frame with 1200 rows and 79 variables

hqmr.data: Murray-Darling Basin Rainfall Data

Description

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Format

Details