RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (1.0-34) of this package.
Take me there.
yaImpute (version 1.0-12)
yaImpute: An R Package for k-NN Imputation
Description
Performs popular nearest neighbor routines for imputation
Copy Link
Copy
Link to current version
Version
Version
1.0-34
1.0-33
1.0-32
1.0-31
1.0-30
1.0-29
1.0-26
1.0-24
1.0-23
1.0-22
1.0-21
1.0-20
1.0-19
1.0-18
1.0-17
1.0-16
1.0-15
1.0-14
1.0-13
1.0-12
1.0-11
1.0-10
1.0-9
1.0-8
1.0-7
1.0-6
1.0-5
1.0-4
1.0-3
0.0-5
0.0-4
0.0-3
0.0-2
0.0-1
Down Chevron
Install
install.packages('yaImpute')
Monthly Downloads
4,188
Version
1.0-12
License
GPL (>= 2)
Maintainer
Nicholas Crookston
Last Published
September 28th, 2010
Functions in yaImpute (1.0-12)
Search functions
mostused
Tabulate references most often used in imputation
AsciiGridImpute
Imputes/Predicts data for Ascii Grid maps
plot.yai
Plot observed verses imputed data
cor.yai
Correlation between observed and imputed
ann
Approximate nearest neighbor search routines
yaiVarImp
Reprots or plots importance scores for method randomForest
yai
Find K nearest neighbors
whatsMax
Find maximum column for each row
TallyLake
Tally Lake, Flathead National Forest, Montana, USA
addXlevels
Adds xlevels to randomForest objects
foruse
Report a complete imputation
print.yai
Print a summary of a yai object
MoscowMtStJoe
Moscow Mountain and St. Joe Woodlands (Idaho, USA) Tree and LiDAR Data
compare.yai
Compares different k-NN solutions
yaiRFsummary
Build Summary Data For Method RandomForest
rmsd.yai
Root Mean Square Difference between observed and imputed
unionDataJoin
Combines data from several sources
vars
List variables in a yai object
plot.compare.yai
Plots a compare.yai object
newtargets
Finds K nearest neighbors for new target observations
errorStats
Compute error components of k-NN imputations
impute.yai
Impute variables from references to targets
notablyDistant
Find notably distant targets