Complete set of courses including:

Technical Analysis in R, R Course with Quant including GARCH, R Course with Quant, R Course with Mean Reversion and Pair Trading, R Course with Arbitrage and Volatility

**Price:**$277.00

**Price:**$137.00

All course details below:

R Course with Technical Analysis

R Course with Technical Analysis

Module 1 | Technical Analysis in R | |

Technical Analysis in R | ||

Unit 1 | 30 day moving average function with all course source code | |

Unit 2 | 2 sided moving average for mean rolling window | |

Unit 3 | R Code Walkthrough Improved Moving Average using intra day for Forex data | |

Unit 4 | The improved moving average | |

Unit 5 | R Code Wakthrough Simple Moving Averag Strategy with Volatility Filter | |

Unit 6 | Love level Improved Moving Average functions with testing code | |

Unit 7 | R source code for trading script with update portfolio, position size, MA, cross over, SMA, optimize parameters pt 2 | |

Unit 8 | R source code for trading script including MACD, Omega performance, RSI, and Bollinger Band measuring strategy and portfolio performance with plots Pt 3 |

R Course with Quant including GARCH

R Course with Quant including GARCH

Module 1 | Quant trading in R | |

Quant trading in R | ||

Unit 1 | Walthrough Parallel R Model Prediction Building and Analytics | |

Unit 2 | Intro to GARCH forecasting with various R packages | |

Unit 3 | How to use GARCH for predict market movements | |

Unit 4 | How to use GARCH to predict distributions | |

Unit 5 | GARCH trading R script walkthrough with a rolling window |

R Course with Quant

R Course with Quant

Module 1 | Intro | |

Intro | ||

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 |

R Course with Mean Reversion and Pair Trading

R Course with Mean Reversion and Pair Trading

Module 1 | Mean Reversion in R | |

Mean Reversion in R | ||

Unit 1 | Backtesting a Strategy with Mean Reversion | |

Unit 2 | Mean Reversion Euler with Ornstein Uhlenbeck process | |

Unit 3 | Pairs trading R source code walkthrough with mean reverting logic, spread and beta calculation | |

Module 2 | Pair Trading in R | |

Pair Trading in R | ||

Unit 1 | Poor mans Pair Trading with Cointegration R Walkthrough | |

Unit 2 | Pair trading with S&P 500 companies | |

Unit 3 | Pairs trading with testing cointegration | |

Unit 4 | Seasonal pair trading | |

Unit 5 | Test for stationary in time series with null hypothesis test and p-value using Augmented Dickey Fuller | |

Unit 6 | Pairs Trading R Code Walkthrough | |

Unit 7 | Pairs trading with a Hedge Ratio Demo | |

Unit 8 | R Code Walkthrough Back testing with trading pair with CAPM | |

Unit 9 | Gold versus Fear in Cointegration test |

R Course with Arbitrage and Volatility

Arbitrage and Volatility

Module 1 | Arbitrage in R | |

Arbitrage in R | ||

Unit 1 | Beating a random walk with arbitrage | |

Unit 2 | Beating a random walk with arbitrage | |

Unit 3 | Time Based Arbitrage Opportunities in Tick Data: Why low latency is needed in HFT? | |

Unit 4 | Building a currency graph with arbitrage | |

Unit 5 | Arbitrage: Modelling returns with CAPM APT aka Abritrage Pricing Theory | |

Unit 6 | Indian equity market index NIFTY anaysis with CAPM vs APT aribitrage pricing theory using PCA and moment analysis | |

Module 2 | Volatility in R | |

Volatility in R | ||

Unit 1 | R Code Walkthrough Adding a volatility filter with VIX | |

Unit 2 | R Code Wakthrough Simple Moving Averag Strategy with Volatility Filter | |

Unit 3 | Mean Reverting with Volatility Spike | |

Unit 4 | Trading with GARCH volatility R script walkthrough demo | |

Unit 5 | Jeff Augen volatility spike code |