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causalinfmethods

classification

KNN, LDA, QDA, Logistic

datamanagfin

This repository provides solutions for the common questions which a financial data analyst may encounter in the process of data management using R.

datasci_ml_finance

This repository provides the required files for the tutorial in Data Science and Machine Learning in Finance (ACCFIN 5246) | 2022-23

doubleml-docs

Documentation and User Guide for DoubleML - Double Machine Learning in Python & R

geneticalgorithm

This repository provides the required files for tutorial 2 (Genetic Algorithm with R) for the course Artificial Intelligence in Finance (ACCFIN5230) | 2022-23

introstat

Introductory Statistics with R

lasso

This repository provides an up-do-date materials on LASSO-related techniques.

mandafactors

mlref

neuralnetworks

This repository provides the required files for tutorial 1 (multi-layer perceptron with R) for the course Artificial Intelligence in Finance (ACCFIN5230) | 2022-23

onlineddatabase

paneldata

probit

This repository provides the required files for three labs on the course Econometrics 2 (ECON4004) | 2022-23

secular_increase_in_cash

This repository provides a comprehensive references for the phenomenon documented by Bates et al. (2009), i.e., secular increase in cash among US industrial firms

stability-selection-with-lad-lasso

This repository provides R code used for the stability selection analysis in combination with LAD-LASSO

svm

This repository provides the required files for tutorial 2 (SVM with R) for the course Advances of Machine Learning in Finance (ACCFIN5229) | 2022-23

timeseries