A Regime-Switching Thermostat Strategy for Trend and Range Markets
Summary
The document describes a thermostat strategy that switches between range trading and trend following according to a Choppiness Market Index style measure. The index compares the net change in closing price over a lookback period with the period’s high-low range; lower readings indicate a less directional, more congested market. In range mode, stochastic signals identify potential long and short entries. In trend mode, price breaks beyond moving-average bands trigger directional entries, with additional exit and stop conditions for existing positions.
A platform-specific framework illustrates the indicator calculations and order logic, and the document includes backtest charts. It does not provide enough textual detail to assess the instruments, date range, costs, benchmark, or robustness of those results. The switching threshold and other settings are examples that may require calibration, while the strategy’s performance will depend on the market and implementation. The central lesson is the design pattern of adapting entry and exit rules to a measured market regime, rather than applying one rule set in all conditions.
Key ideas
- A market regime measure selects between range trading and trend following.
- Low index readings indicate a congested market and activate stochastic-based entries.
- Higher readings activate breakouts beyond moving-average bands for directional trades.
- Separate exit and stop rules manage positions opened under different regimes.
- The included backtest charts lack sufficient methodological detail to establish robustness.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.