Making Data Analytics for the Mining Industry Simple with MATLAB by David Willingham

Highlights automatically importing assay text data, perform basic statistics & visualization (mining industry, assay, assay data)

Mine Assay Tool

alphavol(X,R,fig)

createFit(z1, c1)

Mining Economics with MATLAB by David Willingham

Simulates a distribution of Net Present Values of a mine via a forecasting model for Iron Ore Prices (commodities, mining, economics)

FitNPV(NPV)

cashflow(data,NTrials,SYear)

discounting(data,capex,NTrials,sales,discFactorY,salesb)

Parametric Value At Risk by David Willingham

Computes the Parametric Value at Risk for a given Portfolio (var, value at risk, parametric value at r...)

computeParametricVaR(returns,confidence_level,plot_flag)

exampleparvar.m

Historical Value At Risk by David Willingham

Calculates Historical Value at Risk for a given portfolio of returns (historical value at r..., var, value at risk)

computeHistoricalVaR(returns,confidence_level,plot_flag)

examplehistvar.m

READMAIL by David Willingham

Imports the text from emails into MATLAB & saves attachments from Microsoft Outlook. (sendmail, outlook, email)

readmail.m

Electricity Load Forecasting for the Australian Market Case Study by David Willingham

This is a case study of forecasting short-term electricity loads for the Australian market. (artificial intelligen...)

Electricity Load Forecasting

Electricity Load Forecasting - Australia

Electricity Price Forecasting

Electricity Load and Price Forecasting Webinar Case Study by Ameya Deoras

Slides and MATLAB® code for the day-ahead system load and price forecasting case study. (artificial intelligen..., electricity load, electricity)

Electricity Load Forecasting using Neural Networks

Electricity Price Forecasting with Neural Networks

Load Forecasting using Bagged Regression Trees