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Portfolio Strategy

CMRS

Walk-forward

Composite Macro Risk Signal

Rebalancing
Daily
Universe
SPY / Cash
As of
...

The Strategy

CMRS (Composite Macro Risk Signal) uses a composite of 6 daily, non-revisable macroeconomic and market indicators to time equity exposure. The signal construction prioritizes statistical robustness while maintaining a binary Long/Cash structure.

The strategy is either fully invested in the S&P 500 or fully in cash. The composite signal provides reliable regime detection with minimal false signals and effective crisis avoidance.

Walk-Forward Test Active Starting June 6, 2026, this strategy is being tested with market data in a walk-forward framework. All historical data before this date represents backtested performance.

How It Works

Each trading day, the model evaluates a proprietary composite of macroeconomic and market indicators. These are transformed into a single regime signal that determines equity exposure. The signal construction uses only daily data sources with no revision risk.

Entry and exit thresholds adapt to prevailing market conditions. A trailing stop and minimum hold period prevent whipsaws during volatile regime transitions. The model passed all 11 validation gates of the EdgeTools strategy development framework.

SPY / Cash
Universe
Binary
Long / Flat Signal
Daily
Rebalancing

Simulation Settings

Set your start date and initial capital to configure the model simulation. CMRS uses a composite of daily macro and market indicators. The backtest begins April 2017. Minimum capital: $20,000.

Model Performance

Drawdown

Peak-to-trough decline

Position History

SPY vs Cash over time
Model Value
--
--
YTD Return
--
SPY: --
Volatility
--
Sharpe Ratio
--
Excess return basis

Walk-Forward Performance

Since Jun 6, 2026
--
CMRS Return
--
SPY B&H Return
--
vs SPY B&H
--
Days Live

Current Signal

Composite Signal --
Position --
Days in Position --

Walk-Forward Status

Walk-forward testing started December 14, 2025

Daily rebalancing (signal evaluated each trading day)

Performance Metrics

Sortino Ratio
--
Downside risk-adjusted
Max Drawdown
--
Peak to trough
Calmar Ratio
--
Return/Max DD
Beta
--
vs SPY
VaR (95%)
--
Daily at risk
Exposure
--
Time in market
Up Capture
--
Bull market
Down Capture
--
Bear market
Win Rate
--
Profitable trades
Profit Factor
--
Gross profit / loss

Crisis Performance

Strategy behavior during major market downturns:

Crisis CMRS SPY
2008 GFC---55%
2020 Covid---34%
2022 Bear---25%

CMRS vs SPY Buy & Hold

Full backtest period comparison:

Metric CMRS SPY
Total Return----
CAGR----
Volatility----
Sharpe Ratio----
Max Drawdown----
Exposure--100%

Statistical Validation

Before deployment, CMRS was subjected to a multi-phase validation framework based on peer-reviewed statistical methods. All tests used the fixed production strategy without post-hoc parameter tuning.

Permutation Test passed
p < 0.001

10,000 random position sequences. None matched the observed risk-adjusted return.

Block Bootstrap passed
CI: 1.79 – 2.53

95% Sharpe ratio confidence interval from 10,000 bootstrap samples. Entirely above zero. Based on Politis & Romano (1994).

Parameter Robustness passed
100%

96 parameter combinations tested. All produced positive Sharpe ratios. Deployed at 79th percentile.

Regime Stability passed
All regimes

Positive risk-adjusted returns across bull/bear markets and high/low volatility environments.

Tail Risk passed
−2.7%

CVaR (95th percentile) per month vs −9.5% for SPY. Worst observed month: −4.0%.

Data Integrity verified
Verified

All inputs are market-based and final upon release. Publication lag applied to prevent look-ahead bias.

Validation based on White (2000), Politis & Romano (1994), Bailey & Lopez de Prado (2014). All tests conducted on the fixed production strategy. Past statistical performance does not guarantee future results.