Gain Lock In Backtests for Trading ETFs Based on Major Market Indexes The Security Trading Analytics blog includes a growing series of posts featuring the Proper Order Gain Lock‑in (POGL) model because of its repeated success in different contexts. The model implements an algorithm for specifying when to buy and sell a financial security. This post presents backtested results for the model’s gain lock-in feature. If you have ever been frustrated by watching accumulated gains evaporate before you can harvest them, this post may be worth your time. Data analysts may also find value in the discussion of the model, the demonstration of a backtesting workflow, and the evaluation of backtested outcomes. Listener‑friendly audio deep dives on the POGL model are available in either of the following posts: A Preliminary Analysis of EMA Period Lengths and Price Action in a Buy-Sell Model Posts On Single-Stock ETFs and Modeling Buy-Sell Decisions An Overview of the POGL Model Th...
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Proper Order Definition Backtests for Trading ETFs Based on Major Market Indexes The Security Trading Analytics blog includes a growing series of posts featuring the Proper Order Gain Lock-in (POGL) model. This model specifies buy and sell dates for a trading instrument, such as SPY, based on a proper order relationship between closing prices, selected EMA series, and daily price action. A major driver behind this expanding series is the model's repeated success across different contexts. For those looking to get up to speed, a couple of these historical posts are accompanied by audio deep dives to help you easily learn more about the mechanics. A Preliminary Analysis of EMA Lengths and Price Action in a Buy-Sell Model What are Single-Stock ETFs and Should I Invest in Them? A Model to Lock-in Gains When Trading Single-stock ETFs Should I Trade Single-Stock Leveraged ETFs? Posts On Single-Stock ETFs and Modeling Buy-Sell Decisions This analysis expands into uncharted territor...