nonparametric-regression

There are 1 repository under nonparametric-regression topic.

tlverse / hal9001
🤠 📿 The Highly Adaptive Lasso
machine-learning-algorithms nonparametric-regression cross-validation lasso-regression
Language:R 48
nignatiadis / SmoothingSplines.jl
Cubic smoothing splines in Julia.
nonparametric-regression julia
Language:Julia 34
panlanfeng / KernelEstimator.jl
The julia package for nonparametric density estimate and regression
density-estimation kernel-density nonparametric-regression nonparametrics
Language:Julia 27
nhejazi / haldensify
:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
causal-inference conditional-density-estimates density-estimation highly-adaptive-lasso inverse-probability-weights machine-learning nonparametric-regression propensity-score
Language:R 16
jkirkby3 / BsplineDensity
B-Spline Density Estimation Library - nonparametric density estimation using B-Spline density estimator from univariate sample.
nonparametric density estimation bsplines statistics nonparametric-statistics kernel-density-estimation kde kernel basis kernel-density maximum-likelihood maximum-likelihood-estimation nonparametric-regression spline-fit
Language:MATLAB 13
stablemarkets / ChiRP
Chinese Restaurant Process Models for Regression and Clustering. Master branch contains latest stable build.
bayesian bayesian-statistics nonparametricbayes r nonparametric-regression nonparametric-statistics
Language:R 12
SINATRA
lcrawlab / SINATRA
A statistical framework for feature selection and association mapping with 3D shapes
topological-data-analysis shape-analysis shape-reconstruction nonparametric-regression variable-selection 3d-reconstruction 3d-shapes euler-characteristics topological-summary-statistics topological-features centrality-measures r-package r
Language:R 8
nacro711072 / MFPCA
Multi-dimensional Functional Principal Component Analysis
functional-data-analysis pca arrayfire cv-partition nonparametric-regression local-polynomial-regression
Language:Jupyter Notebook 8
benkeser / halplus
Nonparametric regression and prediction using the highly adaptive lasso algorithm
prediction nonparametric-regression penalized-regression lasso-regression
Language:R 7
tbeason / NonparametricRegression.jl
Simple local constant and local linear regressions in Julia
julia kernel-smoothing nonparametric-regression
Language:Julia 7
capolitsch / trendfiltering
The state-of-the-art method for denoising 1D signals
data-science denoising machine-learning nonparametric-regression signal-processing smoothing trend-filtering
Language:R 4
terrytianyuzhang / Sieve
Source files for R package Sieve
nonparametric-regression penalized-regression
Language:R 4
CainVampire / Paper
Some R Code for My Paper
r quantile-estimation nonparametric-regression
Language:R 3
paulinamoskwa / R-Stats
Easy-to-use collection of statistical methods and techniques, all written in R 🗂
anova bootstrap conformal-prediction functional-data-analysis gams geostatistics linear-models manova nonparametric-regression nonparametric-statistics pca permutation-test r splines statistical-tests statistics supervised-learning survival-analysis unsupervised-learning multivariate-gaussian
Language:HTML 3
rohitpatra / QuasiLSE
This is an R package to compute the multivariate quasiconvex/quasiconcave nonparametric LSE with or without additional monotonicity constraints described in "Least Squares Estimation of a Monotone Quasiconvex Regression Function" by Somabha Mukherjee, Rohit K. Patra, Andrew L. Johnson, and Hiroshi Morita.
nonparametric-regression
Language:R 2
local-polynomial-regression-lecture
stinco / local-polynomial-regression-lecture
Lecture on Local Polynomial Regression given for the Statistical Machine Learning exam at University of Trieste
regression r ggplot2 loess semiparametric nonparametric nonparametric-regression statistics
Language:TeX 2
yizenglistat / rvcm4gt
Regularized Bayesian varying coefficient mixed models for group testing data
bayesian group-testing nonparametric-regression varying-coefficient-model stochastic-search-variable-selection gaussian-predictive-process
Language:R 2
Zaroymi / metrics-methods-ml
Classic metrics methods used in machine learning
metrics-methods machine-learning machine-learning-algorithms noise-reduction nadaraya-watson-regression nadaraya-watson nonparametric-regression kernel-smoothing
Language:Jupyter Notebook 2
jaehochang92 / Research
My research
statistics nonparametric-regression topic-modeling text-analysis glm penalized-regression data-science python3 r r-markdown
Language:Jupyter Notebook 1
matthieumeo / sphericov
Companion Jupyter notebook of the paper "Functional Estimation of Anisotropic Covariance and Autocovariance Operators on the Sphere"
covariance-kernel functional-data-analysis jupyter-notebook nonparametric-regression python3 tikhonov-regularization
Language:Jupyter Notebook 1
yh1008 / incumbencyEffect
regression discontinuity design; incumbency effect; advanced econometrics
econometrics nonparametric-regression
Language:Jupyter Notebook 1
fetacore / NonparametricNeuralNets
A collection of algorithms on the subjects written in R
mcmc nonparametric-iv nonparametric-regression
Language:R 0
jrjthompson / anisotropicSmoothing
Anisotropic smoothing for change-point regression data
change-point kernels regression smoothing image-processing nonparametric nonparametric-regression anisotropic anisotropic-diffusion fire-spread image-analysis kernel-regression
Language:Roff 0
lcrawlab / SINATRA_AoAS_Results
Reproducibility repo for the simulation and real data results in the SINATRA manuscript set to appear in AoAS.
variable-selection nonparametric-regression 3d-reconstruction topological-data-analysis shape-reconstruction shape-analysis 3d-shapes
Language:HTML 0
maikol-solis / sobolnp
Nonparametric Sobol Estimator with Bootstrap Bandwidth
bandwidth bootstrap cross-validation nonparametric-regression sensitivity-analysis
Language:R 0
mullinix / cuda_linear_model_mc_bs
bootstrap cuda histogram nonparametric-regression nonparametric-statistics slope
Language:Cuda 0
ArkaB-DS / NPmodalReg
This repo contains the codes, images, report and slides for the first project of the course - MTH673A: Robust Statistical Methods at IIT Kanpur during the academic year 2022-2023.
nonparametric-regression modal-regression consistency confidence-sets prediction-sets bandwidth-selection kde r
Language:R
JRigh / Nonparametric-Regression-in-R-and-Python
Nonparametric regression examples with R and Python
kernel-regression nonparametric-regression python3 r smoothing-splines
Language:Jupyter Notebook