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sensory (version 1.0)

Simultaneous Model-Based Clustering and Imputation via a Progressive Expectation-Maximization (PEM) algorithm.

Description

Contains the function CUUimpute() which performs model-based clustering and imputation simultaneously.

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Version

Install

install.packages('sensory')

Monthly Downloads

175

Version

1.0

License

GPL (>= 2)

Maintainer

Brian Franczak

Last Published

August 21st, 2014

Functions in sensory (1.0)

The Brown Bread Data

The Brown Bread Data Set
The Iris Data with Missing Values

The Iris Data with Missing Values
CUUimpute

Cluster-Wise Imputation via a PEM Algorithm
The White Bread Data

The White Bread Data
sensory

Cluster-Wise Imputation via a PEM Algorithm