Search Results for author: Rahul Agarwal

Found 3 papers, 0 papers with code

Mutual Dependence: A Novel Method for Computing Dependencies Between Random Variables

no code implementations1 Jun 2015 Rahul Agarwal, Pierre Sacre, Sridevi V. Sarma

We construct the estimator of mutual dependence and compare its performance to standard measures (Pearson's and distance correlation) for different known pdfs by computing convergence rates, computational complexity, and the ability to capture nonlinear dependencies.

Nonparametric Estimation of Band-limited Probability Density Functions

no code implementations20 Mar 2015 Rahul Agarwal, Zhe Chen, Sridevi V. Sarma

In this paper, a nonparametric maximum likelihood (ML) estimator for band-limited (BL) probability density functions (pdfs) is proposed.

Density Estimation

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