cor.yai

Computes the correlation between observed and imputed values
 for each observation that has both.

multivariate

misc

Performs nearest neighbor-based imputation using one or more alternative
approaches to processing multivariate data. These include methods based on canonical
correlation: analysis, canonical correspondence analysis, and a multivariate adaptation
of the random forest classification and regression techniques of Leo Breiman and Adele
Cutler. Additional methods are also offered. The package includes functions for
comparing the results from running alternative techniques, detecting imputation targets
that are notably distant from reference observations, detecting and correcting
for bias, bootstrapping and building ensemble imputations, and mapping results.

Jeffrey S Evans

yaImpute

Nearest Neighbor Observation Imputation and Evaluation Tools

Jeffrey S. Evans

Nicholas L. Crookston

Andrew O. Finley

John Coulston (Sunil Arya and David Mount for ANN)

cor.yai function

<dl> <dt>object</dt>
<dd>an object created by <code>yai</code> or <code>impute.yai</code>.</dd> <dt>vars</dt>
<dd>a list of variables names you want to include, if NULL all available
 variables are included.</dd> <dt>...</dt>
<dd>passed to called methods (not currently used)</dd></dl>

Arguments

Nicholas L. Crookston <a href="/link/ncrookston.fs%40gmail.com?package=yaImpute&version=1.0-34.1" data-mini-rdoc="yaImpute::ncrookston.fs@gmail.com">ncrookston.fs@gmail.com</a> 
 Andrew O. Finley <a href="/link/finleya%40msu.edu?package=yaImpute&version=1.0-34.1" data-mini-rdoc="yaImpute::finleya@msu.edu">finleya@msu.edu</a>

Author

Correlation between observed and imputed — cor.yai

<dl>

 <dt>object</dt>
<dd>an object created by <code>yai</code> or <code>impute.yai</code>.</dd>

 <dt>vars</dt>
<dd>a list of variables names you want to include, if NULL all available
 variables are included.</dd>

 <dt>...</dt>
<dd>passed to called methods (not currently used)</dd>

</dl>

Nicholas L. Crookston <a href='mailto:ncrookston.fs@gmail.com'>ncrookston.fs@gmail.com</a> 
 Andrew O. Finley <a href='mailto:finleya@msu.edu'>finleya@msu.edu</a>

cor.yai: Correlation between observed and imputed

Description

Usage

Value

Arguments

Author

Details

References

See Also