Check out these articles on R, Python, Data Science and Machine Learning topics!
- Rython Tips and Tricks – Snippets – Eran Raviv shares how to save time with snippets.
- The Mathematics of Bonds: Simulating the Returns of Constant Maturity Government Bond ETFs – Portfolio Optimizer offers insights on how returns of specific bond ETFs can be simulated.
- How to Sign Up for an Interactive Brokers Paper Trading Account – in this AlgoTrading101 tutorial, Jignesh Davda shows us how to sign up for an IBKR simulated trading account.
- SAS: Repeated Estimation of Stepwise Regressions by Group – Sang-Heon Lee, SH Fintech Modeling, delivers a tutorial on using SAS for estimating regression models.
- 7 Useful Tips From Experienced Algorithmic Trading Practitioners – Chainika Thakar, QuantInsti, offers practical tips from algo trading professionals.
- Python Tutorial on Portfolio Data and Account Information – find out how to request portfolio data and account information via the IBKR Python API.
- R Programming and the IBrokers Package – this tutorial shows us how to code order functions using R and the IBrokers package.
- Nonfarm Payrolls March 2023 – Will Klinke, Principal at Total Wealth Partners, provides insights on the nonfarm payrolls for March 2023.
- Portfolio Analysis: Calculating Risk and Returns, Strategies and More – Chainika Thakar, QuantInsti, discusses portfolio analysis and goes over the tools used to compute risks over returns.
- Installing Python and Tensorflow with Jupyter Notebook Configurations – Sang-Heon Lee, SH Fintech Modeling, presents how to install Python, Tensorflow, and how to configure Jupyter notebook.
- Game On: Social Networks and Markets – in this Alpha Architect featured story, Elisabetta Basilico, PhD, CFA, reviews an academic paper exploring social networks and markets.
Disclosure: Interactive Brokers
The analysis in this material is provided for information only and is not and should not be construed as an offer to sell or the solicitation of an offer to buy any security. To the extent that this material discusses general market activity, industry or sector trends or other broad-based economic or political conditions, it should not be construed as research or investment advice. To the extent that it includes references to specific securities, commodities, currencies, or other instruments, those references do not constitute a recommendation by IBKR to buy, sell or hold such investments. This material does not and is not intended to take into account the particular financial conditions, investment objectives or requirements of individual customers. Before acting on this material, you should consider whether it is suitable for your particular circumstances and, as necessary, seek professional advice.
The views and opinions expressed herein are those of the author and do not necessarily reflect the views of Interactive Brokers LLC, its affiliates, or its employees.
Any trading symbols displayed are for illustrative purposes only and are not intended to portray recommendations.
In accordance with EU regulation: The statements in this document shall not be considered as an objective or independent explanation of the matters. Please note that this document (a) has not been prepared in accordance with legal requirements designed to promote the independence of investment research, and (b) is not subject to any prohibition on dealing ahead of the dissemination or publication of investment research.
Disclosure: API Examples Discussed
Throughout the lesson, please keep in mind that the examples discussed are purely for technical demonstration purposes, and do not constitute trading advice. Also, it is important to remember that placing trades in a paper account is recommended before any live trading.
Disclosure: Displaying Symbols on Video
Any stock, options or futures symbols displayed are for illustrative purposes only and are not intended to portray recommendations.
Disclosure: Order Types / TWS
The order types available through Interactive Brokers LLC’s Trader Workstation are designed to help you limit your loss and/or lock in a profit. Market conditions and other factors may affect execution. In general, orders guarantee a fill or guarantee a price, but not both. In extreme market conditions, an order may either be executed at a different price than anticipated or may not be filled in the marketplace.
Disclosure: R API Disclosure
This software is in no way affiliated, endorsed, or approved by Interactive Brokers or any of its affiliates. It comes with absolutely no warranty and should not be used in actual trading unless the user can read and understand the source. IBrokers is a pure R implementation of the TWS API.