Description Usage Arguments Value Author(s) References Examples
This function computes LP comoments, LP coefficients, LPINFOR test statistic, and the corresponding p-value of for testing equality of two distributions.
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x |
Indicator variable denoting group membership |
y |
Response variable with measured values |
m |
Number of LP comoments and LP coefficients to be calculated, default: 6 |
smooth |
If smoothing should be applied, default: TRUE |
method |
Smoothing method, default: BIC |
A list containing:
LP.comoment.0 |
LP comoments, conditioned on X=0 |
LP.coef.0 |
LP coefficients, conditioned on X=0 |
LP.comoment.1 |
LP comoments, conditioned on X=1 |
LP.coef.1 |
LP coefficients, conditioned on X=1 |
LPINFOR |
Test statistics value |
pval |
The p-value for testing equality of two distributions F0=F1 |
Subhadeep Mukhopadhyay
David Jungreis
Jungreis, D., (2019) "Unification of Continuous, Discrete, and Mixed Distribution Two-Sample Testing with Inferences in the Quantile Domain"
Mukhopadhyay, S. and Parzen, E. (2014), "LP Approach to Statistical Modeling", arXiv:1405.2601.
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