Implementation of Maris & Oostenvald 2007 method
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Updated
Mar 3, 2018 - MATLAB
Implementation of Maris & Oostenvald 2007 method
We prove continuity of the limit distribution function of certain multiscale test statistics which are used in nonparametric curve estimation.
Nonparametric noise spectrum estimation
Wilcoxon signed rank test.
Anisotropic smoothing for change-point regression data
Replication and simulations on "Applied Nonparametric Instrumental Variables Estimation" by Horowitz (2011) using R
R Package providing functions to calculate pseudo-ranks and pseudo-rank based nonparametric test statistics.
This R package implements the algorithm proposed by Rigollet & Weed in their 2019 paper to solve the uncoupled isotonic regression problem.
Samples of my work in programming and data analysis.
🔵 Exact Distributions and Performance of some Two-sample Nonparametric Tests for Circular Data
Development version of the CptNonPar R package
Nonparameteric Estimation of Random Coefficients Model
This function estimates value of statistic used in "Brunner Munzel test" with given two sample arrays.
Continuation to Data Analysis using more mathematical approach.
R Package. Bayesian and nonparametric quantile regression, using Gaussian Processes to model the trend, and Dirichlet Processes, for the error. Author: Carlos Omar Pardo Gomez.
R package to implement 2D wavelet decompositions for irregularly spaced and irregularly shaped data
Jackstrap created by Sousa e Stosic (2005). The package detects outliers in efficiency measurement with big samples.
Compute the Kruskal-Wallis test for equal medians.
blopmatch: Matching Estimator based on a Bilevel Optimization Problem
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