⚠️There's a newer version (1.0-34.1) of this package.Take me there.

yaImpute (version 1.0-16)

yaImpute: An R Package for k-NN Imputation

Description

Performs popular nearest neighbor routines for imputation

Copy Link

Version

Install

install.packages('yaImpute')

Monthly Downloads

4,669

Version

1.0-16

License

GPL (>= 2)

Maintainer

Nicholas Crookston

Last Published

September 21st, 2011

Functions in yaImpute (1.0-16)

plot.compare.yai

Plots a compare.yai object

whatsMax

Find maximum column for each row

yai

Find K nearest neighbors

plot.yai

Plot observed verses imputed data

AsciiGridImpute

Imputes/Predicts data for Ascii Grid maps

mostused

Tabulate references most often used in imputation

vars

List variables in a yai object

yaiRFsummary

Build Summary Data For Method RandomForest

errorStats

Compute error components of k-NN imputations

cor.yai

Correlation between observed and imputed

foruse

Report a complete imputation

MoscowMtStJoe

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

notablyDistant

Find notably distant targets

yaiVarImp

Reprots or plots importance scores for method randomForest

TallyLake

Tally Lake, Flathead National Forest, Montana, USA

newtargets

Finds K nearest neighbors for new target observations

impute.yai

Impute variables from references to targets

unionDataJoin

Combines data from several sources

compare.yai

Compares different k-NN solutions

ann

Approximate nearest neighbor search routines

rmsd.yai

Root Mean Square Difference between observed and imputed

print.yai

Print a summary of a yai object