qhat_ranger {drpop} R Documentation

## Estimate marginal and joint distribution of lists j and k using ranger.

### Description

Estimate marginal and joint distribution of lists j and k using ranger.

### Usage

qhat_ranger(List.train, List.test, K = 2, j = 1, k = 2, margin = 0.005, ...)


### Arguments

 List.train The training data matrix used to estimate the distibution functions. List.test The data matrix on which the estimator function is applied. K The number of lists in the data. j The first list that is conditionally independent. k The second list that is conditionally independent. margin The minimum value the estimates can attain to bound them away from zero. ... Any extra arguments passed into the function.

### Value

A list of the marginal and joint distribution probabilities q1, q2 and q12.

### References

Marvin N. Wright, Andreas Ziegler (2017). ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R. Journal of Statistical Software, 77(1), 1-17. doi:10.18637/jss.v077.i01

### Examples

## Not run:
qhat = qhat_ranger(List.train = List.train, List.test = List.test, margin = 0.005)
q1 = qhat$q1 q2 = qhat$q2
q12 = qhat\$q12

## End(Not run)


[Package drpop version 0.0.3 Index]