Introduction to Quantitative Trading- Quantitative trading involves developing and executing trading strategies based on quantitative rese...
COURSE
Quantitative Trading Strategies in R
- ### Advantages Quantitative trading has many advantages over the discretionary approach of trading....
- There are different types of trading strategies which differ in terms of their time horizon, risk pr...
- Even though we classify momentum with a longer time frame than a day, it is necessary to point out t...
- **_Mean reversion strategies,_** also called pairs trading, tend to capture market anomalies or inef...
- ## Market Making Strategies Market making strategies are called **execution strategies** or **sell...
- As a [quantitative trader](https://financetrain.com/how-to-become-a-trader/), it is a good practice ...
- The first step in the process of designing a trading strategy is to choose which type of strategy wi...
- Backtesting a trading strategy refers to testing the strategy with historical data and observe their...
- Lastly we should have rules to manage the risk of the strategy. Risk and money management are the mo...
- There are some risks indicators that traders and investors need to watch to avoid days with high vol...
- In this lesson, will will look at how to create the two graphs in R. Before you start, it is importa...
- The **_quantmod_** package for R is designed to assist the quantitative traders in the development, ...
- Once the quantmod package is installed and library is loaded, we can start using the library. We wil...
- Apart from loading data from external and local sources, **_Quantmod_** is also suitable for making ...
- We will perform some data analysis with the 4 ETF symbols that we have loaded into the environment. ...
- We will now plot a graph to show the accumulated returns of the ETFs over a period of time. We can ...
- Our first quantstrat example case study is based on the **_Exponential Moving Average (EMA) Crossove...
- Once we have the strategy results, quantstrat provides many functions to analyze the strategy and ob...
- In this Quantstrat case study, we will create a strategy with the **_[Relative Strength Index](https...
- One of the main advantages of **_quantstrat_** package is that we can backtest strategies with multi...
LESSONS
Quantitative Trading - Advantages and Disadvantage...
Types of Quantitative Trading Strategies
Momentum Strategies
Mean Reversion Strategies
Market Making Strategies and Day Trading Strategie...
How to Generate Trading Ideas
Designing A Trading Strategy For Profit
Backtesting a Trading Strategy - Considerations
Risk Management of a Trading Strategy
Risk Indicators - VIX Index and TED Spread
Plotting the VIX Index and TED Spread in R
Introduction to Quantmod in R
Downloading Data Using Quantmod Package in R
Creating Charts with Quantmod
Data Analysis with Quantmod in R
Measuring Overall ETFs Performance
Quantstrat Example in R - EMA Crossover Strategy
Quantstrat - EMA Crossover Strategy - Performance ...
Quantstrat Example in R - RSI Strategy
Quantstrat Case Study - Multiple Symbol Portfolio
eBook - Data Visualization with ReBook - Financial Time Series Analysis with ReBook - Credit Risk Modeling with ReBook - Derivatives with ReBook - Quantitative Trading Strategies with RCFA Level I - Study NotesCFA Level I - Practice Question BankCFA Level I - Mock ExamPRM Exam I - Practice Question BankGetting Started with R Programming (Free eBook)