Multi-dimensional Functional Principal Component Analysis
Tool for non-parametric curve fitting using local polynomials.
Implementation of Van Dijcke, David. "Regression Discontinuity Design with Distribution-Valued Outcomes." Manuscript.
Final project for the course Advanced Statistical Methods in Skoltech
Nonparametric Derivative Estimation with Weighted Difference Quotients
Implementation of Generalized Additive Model (GAM) with Local Polynomials and study of predictor importance with LOCO
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