Unit Details: Unit 1 Checklist of forecasting with Holt Winters with time series analysis by using ACF, SSE, alpha, beta, gamma, Ljung-Box, detrending decomposing Unit 2 An ARMA model R code walkthrough Unit 3 Checklist of forecasting with ARIMA: is time series stationary, differentiate, ARIMA(p,d,q), and which AMRA model to use? Unit 4 R code walkthrough: Detrend to use Auto ARIMA modelling and forecast with statistical data and Ljung BoxTest Unit 5 My first version of ARIMA R script with Forex data and Equity 1 and 5 min frequency Unit 6 Bayesian analysis to Compare algorithms with Gibbs Unit 7 Markov Chain R source code walkthrough Unit 8 Monte Carlo R Walkthrough Demo Unit 9 An alternative to running a Monte Carlo simulation Unit 10 R code walkthrough Mean Absolute Deviation with Efficiency Frontiers Demo