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yaImpute (version 1.0-6)

yaImpute: An R Package for k-NN Imputation

Description

Performs popular nearest neighbor routines for imputation

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Version

Install

install.packages('yaImpute')

Monthly Downloads

4,669

Version

1.0-6

License

GPL (>= 2)

Maintainer

Andrew Finley

Last Published

September 21st, 2024

Functions in yaImpute (1.0-6)

mostused

Tabulate references most often used in imputation

whatsMax

Find maximum column for each row

ann

Approximate nearest neighbor search routines

addXlevels

Adds xlevels to randomForest objects

yai

Find K nearest neighbors

vars

List variables in a yai object

yaiRFsummary

Build Summary Data For Method RandomForest

impute.yai

Impute variables from references to targets

foruse

Report a complete imputation

notablyDistant

Find notably distant targets

print.yai

Print a summary of a yai object

TallyLake

Tally Lake, Flathead National Forest, Montana, USA

plot.yai

Plot observed verses imputed data

MoscowMtStJoe

Moscow Mountain and St. Joe Woodlands (Idaho, USA) Tree and LiDAR Data

cor.yai

Correlation between observed and imputed

newtargets

Finds K nearest neighbors for new target observations

plot.compare.yai

Plots a compare.yai object

unionDataJoin

Combines data from several sources

errorStats

Compute error components of k-NN imputations

yaiVarImp

Reprots or plots importance scores for method randomForest

compare.yai

Compares different k-NN solutions

AsciiGridImpute

Imputes/Predicts data for Ascii Grid maps

rmsd.yai

Root Mean Square Difference between observed and imputed