A library to model multivariate data using copulas.
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Updated
Nov 19, 2024 - Python
A library to model multivariate data using copulas.
Multivariate data modelling with Copulas in Python
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research
Python package for canonical vine copula trees with mixed continuous and discrete marginals
Code for paper "Copula-based conformal prediction for Multi-Target Regression"
Automatic optimal sequential investment decisions. Forecasts made using advanced stochastic processes with Monte Carlo simulation. Dependency is handled with vine copulas.
Matlab toolbox for canonical vine copula trees with mixed continuous and discrete marginals
MATVines: A Vine Copula Package for MATLAB. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711021000455
An R package for the stochastic simulation of processes with any marginal distribution and correlation structure
Copula fitting in Python.
This repository contains the code of our published work in IEEE JBHI. Our main objective was to demonstrate the feasibility of the use of synthetic data to effectively train Machine Learning algorithms, prooving that it benefits classification performance most of the times.
Robust Estimation of Copulas by Maximum Mean Discrepancy
Gradient-Boosted Estimation of Generalized Linear Models for Conditional Vine Copulas
Examples of scheduled jobs estimating copulas at www.microprediction.org
Master's thesis - Assessment of cognitive load in extreme environment
Semiparametric efficient rank-based estimation of copula parameters
Notebooks in financial mathematics. Ranging from risk management to portfolio management and stochastic processes for financial markets.
A Python Package to Create Synthetic Tabular Data
Mostly experiments of quantitative finance concepts that i wish to get a deeper knowledge of the underlying theory
Estimation and inference for conditional copulas models
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