msalibian / RobStatTMLinks
Companion package to the 2nd edition of the book "Robust Statistics: Theory and Methods"
☆20Updated 7 months ago
Alternatives and similar repositories for RobStatTM
Users that are interested in RobStatTM are comparing it to the libraries listed below
Sorting:
- Bayesian Data Analysis demos for Matlab/Octave☆65Updated 5 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆70Updated 7 years ago
- Matlab toolbox for sparse regression☆30Updated 3 years ago
- Regularization paths for SCAD- and MCP-penalized regression models☆43Updated 2 weeks ago
- Short course on dimension reduction for AMSI☆35Updated 2 years ago
- Nonparametric kernel density estimation, bandwidth selection, and other utilities for analyzing directional data☆13Updated last year
- R function interface for Matlab☆23Updated last year
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Updated 3 years ago
- Efficient Algorithms for L0 Regularized Learning☆102Updated last year
- Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"☆28Updated 6 years ago
- ☆14Updated 5 years ago
- Train deepGLM with Matlab, R and Python☆27Updated 2 years ago
- R package to perform statistical inference in generative models using the Wasserstein distance (requires CGAL)☆28Updated 5 years ago
- Materials for StanCon 2023☆24Updated 2 years ago
- Generalized Method of Wavelet Moments (GMWM) is an estimation technique for the parameters of time series models. It uses the wavelet var…☆31Updated 6 months ago
- Bayesian Inference of State Space Models☆46Updated last month
- ☆56Updated 3 years ago
- Regularization paths for regression models with grouped covariates☆35Updated 2 months ago
- R package for statistical inference using partially observed Markov processes☆118Updated 3 weeks ago
- Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences☆100Updated last month
- Convex optimization for statistics and machine learning☆33Updated last month
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 3 years ago
- Build dirichletprocess objects for data analysis☆60Updated 2 years ago
- Nonlinear time series analysis in R☆36Updated last year
- Matlab interface to Stan, a package for Bayesian inference☆84Updated 2 years ago
- Statistical Inference and Sure Independence Screening via Ball Statistics☆32Updated 4 months ago
- A complete environment for Bayesian inference within R☆97Updated last year
- This R package provides the tools to perform standard and robust wavelet variance analysis for time series (signal processing). Among ot…☆17Updated 2 weeks ago
- General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics☆125Updated last year
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago