robust-statistics

There are 69 repositories under robust-statistics topic.

  • dakep/pense-rpkg

    R Package implementing the Penalized Elastic Net S- and MM-Estimator for Linear Regression

    Language:C++4282

  • EliasRaninen/BASIC

    Code for the paper E. Raninen and E. Ollila, "Bias Adjusted Sign Covariance Matrix," in IEEE Signal Processing Letters, vol. 29, pp. 339-343, 2022, doi: 10.1109/LSP.2021.3134940.

    Language:MATLAB4100

  • slugrustle/numerical_routines

    Various numerical routines in C and C++

    Language:C++4001

  • dmetivie/RobustMeans.jl

    Implement some Robust Mean Estimators

    Language:Julia3110

  • cran-task-views/Robust

    CRAN Task View: Robust Statistical Methods

    2310

  • frederic-santos/compendium-santos-2020-jasrep

    A research compendium for an article published in JAS:Reports (2020), "Modern methods for old data: An overview of some robust methods for outliers detection with applications in osteology".

    Language:TeX2100

  • andleb/230Afinal

    UC Berkeley STAT230A Spring 2022 final project - Replication of Michalopoulos: The Origins of Ethnolinguistic Diversity

    Language:Jupyter Notebook11190

  • Andrewwango/femda

    FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

    Language:Python1300

  • anishacharya/Optimization-Mavericks

    This repository provides a unified framework to perform Optimization experiments across Stochastic, Mini-Batch, Decentralized and Federated Setting.

    Language:Roff120

  • ChristianGoueguel/ConfidenceEllipse

    The ConfidenceEllipse package provides functions for computing the coordinate points of confidence ellipses and ellipsoids for a given bivariate and trivariate dataset, at user-defined confidence level.

    Language:R1110

  • ckorgial/Huber-LRT-ENF-Detection

    MATLAB code for the Robust Huber-LRT ENF Detection (PCI 2023)

    Language:MATLAB1

  • ckorgial/LAD-LRT-ENF-Estimation

    MATLAB code for the Robust LAD-LRT ENF Estimation (IEEE Access 2024)

    Language:MATLAB1

  • ckorgial/RELAX-ENF-Estimation

    MATLAB code for the Robust RELAX-Based ENF Estimation (SETN 2024)

    Language:MATLAB1

  • dmetivie/Robust-Randomized-Quasi-Monte-Carlo-paper-code

    Code of the paper The Robust Randomized Quasi Monte Carlo method, applications to integrating singular functions by E. Gobet M. Lerasle and D. Métivier

    Language:HTML1100

  • EmamulHossen/FeatureTransformation-Assignment-

    Feature transformation is a technique in machine learning that changes the way features are represented in order to improve the performance of machine learning algorithms. This can be done by transforming the features to a different scale, removing outliers, or creating new features from existing

    Language:Jupyter Notebook1100

  • gregtozzi/north_carolina_crime

    An Econometric Analysis of North Carolina Crime Data from 1987

    Language:R1100

  • HoudouinPierre/FEMDA

    FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

    Language:Python1100

  • jfosea/rsisVIVE

    This is an R package I developed to estimate the causal effect of an exposure on an outcome when there's invalid instruments and large proportions of contamination.

    Language:R1100

  • Lcesari96/UnsupervisedTechinques

    Clustering algorithms, validations and interpretations with some robust statistic advanced topics. Real case applications. My R scripts to solve some university exams ;) - Work in progress

    Language:R110

  • matyasmolnar/robstat

    Robust statistical methods for multivariate data

    Language:Jupyter Notebook1201

  • MothNik/robust_fourier

    Noise- and Outlier-Robust Fourier Transform with Hermite Functions with NumPy and Numba

    Language:Python11180

  • mpokojovy/PPcovMcd

    A robust deterministic affine-equivariant algorithm for multivariate location and scatter

    Language:R1100

  • mwelz/robcat

    Robust analysis of categorical data

    Language:C++1100

  • QuantumOfMoose/complexlm

    An R package containing tools for linear fitting of complex variables. Includes ordinary least squares and M-estimator robust functions.

    Language:R1101

  • QuantumOfMoose/MASS

    This is a fork of cran/MASS with a modified rlm function that can handle complex valued data.

    Language:R1000

  • seherkuutlu/Robust-Statistics

    Bazı konum kestiricileri hesaplanmıştır.

    Language:Jupyter Notebook1110

  • StefHerregods/thesis_MultiverseAnalysis

    Simple multiverse analysis simulations, visualizations and inference techniques.

    Language:R1100

  • teobucci/nonparametric-analysis-US-dairy-production-consumption

    Project for the Nonparametric Statistics course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).

    Language:TeX1000

  • tjhunter/levy-stable-jax

    Lévy's alpha-stable distribution for the Jax numerical framework

    Language:Jupyter Notebook1110

  • utkarsh-n/Global-Investment-Modeling

    RStudio project utilizing various statistical methods to replicate and diagnose the findings of Appel and Loyle from their study on post-conflict justice and foreign direct investment.

    Language:Stata1100

  • mpokojovy/CSDA2022

    A robust deterministic affine-equivariant algorithm for multivariate location and scatter - Supplemental R Code for Pokojovy & Jobe (2022) CSDA Paper

    Language:Common Lisp0100

  • spkaluzny/robustarima

    Fit a linear regression model with ARIMA errors using a filtered tau-estimate

    Language:Fortran0241

  • mpokojovy/mdpd

    Minimum Density Power Divergence Estimation for Multivariate Datasets

    Language:R101