MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"

Machine Learning algorithms coded from scratch

Use regression tree to predict firearm death rate with firearm law & CDC firearm death rate data.

An R package that implements several methods for growing regression trees with functional and multivariate outputs

Study: Regression tree.

Includes the R code and the supporting materials for our paper "Using machine learning to identify nontraditional spatial dependence in occupancy data"

Bike sharing is an alternative and sustainable mobility service that is always taking that is becoming increasingly popular in almost all major cities.

Analiza indicatorilor macroeconomici precum pretul, numarul de actiuni, venit, profit, cash flow etc pentru firmele din industria materiilor prime.

Overview of DS, Classification Tree, Regression Tree, Logistic Regression, Multiple Linear Regression, Random Forest Classifiers, p-value approach to Decision Tree, Disease Progression Models, Neural Networks and Deep Learning.

Fit four different neural networks: (a) Two distinct single hidden layer neural networks. (b) Two distinct neural networks with two hidden layers. Compare the accuracy of these four Neural networks among them. Also compare it to other classification methods.

Tuning Random Forests, comparing their classification accuracy to Regression Trees.

Various techniques applied for the prediction of median home value were- Generalized Linear Regression, Regression Tree, Generalized Additive Model and Neural Networks.

CUHK course code: STAT 4011 | Our group made use of four different machine/statistical learning methods for identifying fraudulent cases.