Signal Flow Data Dictionary

Signal Flow Data Dictionary
Photo by fabio / Unsplash

Introduction

This Data Dictionary refers to the terms used in our SignalFlowAI family of quantitative research services. You can read about these services right here:

SignalFlow AI
DISCLAIMER: This note is intended for US recipients only and, in particular, is not directed at, nor intended to be relied upon by any UK recipients. Any information or analysis in this note is not an offer to sell or the solicitation of an offer to buy any securities. Nothing

Terms Used And Definitions


Calmar Ratio

Definition: The Calmar Ratio measures return relative to risk, specifically the risk of the largest loss.

Formula:
Calmar Ratio = Average Annual Return / Maximum Drawdown

Example:
If an investment has a 15% average return and a max drawdown of 10%:
Calmar Ratio = 15% / 10% = 1.5

A higher Calmar Ratio means better risk-adjusted performance.



Max Drawdown

Definition: The largest drop from a peak to a trough in value before a new peak is reached.

Peak ➚       $100
           ↘
            ↘
             ➘  $70 ← Trough
Drawdown = (100 - 70) / 100 = 30%
  

Shows how much an investor could lose during the worst period.



Max Drawdown Duration

Definition: The longest time it takes an investment to recover from a drawdown.

Example:
Drawdown began: January 2022
Recovery completed: June 2023
Duration = 18 months

Helps understand how long you might wait during a bad period.



Momentum

Definition: Measures how strongly an asset is trending up or down.

Example:
- Stock A rose 20% over 3 months → Strong momentum
- Stock B stayed flat → Weak momentum

Momentum investors seek assets with continued strength in recent price movement.



Profit Factor

Definition: The ratio of total profits to total losses.

Formula:
Profit Factor = Total Profits / Total Losses

Example:
Profit = $10,000, Losses = $5,000
Profit Factor = 2.0

Above 1.0 means profitable strategy.



Relative Strength

Definition: Compares asset performance to another (like the S&P 500).

Example:
Stock A gained 10%, S&P 500 gained 5%:
Relative Strength = 10% / 5% = 2.0

Above 1 means outperforming benchmark.



Sharpe Ratio

Definition: Measures how much return you're getting per unit of risk (volatility).

Formula:
Sharpe Ratio = (Average Return - Risk-Free Rate) / Standard Deviation

Example:
Avg Return = 12%, Risk-Free = 2%, Std Dev = 10%
Sharpe = (12 - 2) / 10 = 1.0

Higher Sharpe = better risk-adjusted returns.



Simple Return

Definition: Basic percentage change in value from start to finish.

Formula:
Simple Return = (End Value - Start Value) / Start Value

Example:
Buy at $100, sell at $120:
(120 - 100) / 100 = 20%



Sortino Ratio

Definition: Like Sharpe, but only considers downside risk.

Formula:
Sortino Ratio = (Average Return - Risk-Free Rate) / Downside Deviation

Useful for avoiding punishment of upside volatility.



Win Rate

Definition: Percentage of trades that were profitable.

Formula:
Win Rate = (# of Winning Trades) / (Total Trades)

Example:
60 winning trades out of 100 → Win Rate = 60%

High win rate is good, but should be considered along with average gain/loss.