Trader OS
Phase 2 · Probability and risk

Chapter 11 · Position Sizing

How large should a position be for the same trading idea?

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Skills to practice
Control losses
3D simulation
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Market scene

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Lin and Zhe plan BTC trades with $100,000 accounts, entry 60,000 and exit 57,000. Assume full fills at planned prices and no costs initially.

Lin would use the whole account. Zhe first budgets $1,000 loss. Each unit loses 3,000 from entry to exit, implying one third of a unit, worth 20,000.

They see the same chart. Why are these already different trades?

Your decision

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With direction unchanged, how will you set quantity?

Observe the result

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ActionQuantityPosition valueLoss if stop fills as planned
Exit 57,000, risk 1%About 0.3333$20,000$1,000
Full account, exit 57,000About 1.6667$100,000$5,000
Risk 1%, exit 59,700About 3.3333$200,000$1,000

The last row depends on executable tighter exits. Equal planned losses do not imply equal financing, fill, or gap risk.

The mechanism

For capital 100,000, entry 60,000, exit 57,000, and risk 1%, calculate the budget then divide by per-unit loss. Never choose quantity first and invent a flattering exit.

  1. Specify hypothesis invalidation
  2. Map it to a planned exit
  3. Set bearable trade budget
  4. Divide by per-unit loss
  5. Check value and financing
  6. Add costs and execution deviations

A volatility-based alternative sizes against daily movements. Account daily target 1% divided by estimated asset daily volatility 3% gives about $33,333. This constrains a scale, not maximum daily loss. Recalculate when estimates change.

Another formula assumes known independent repeated probabilities/payoffs to optimize long-run log growth. At 40% wins and payoff two versus one, risk is 10%. This says nothing about tolerable interim declines or whether real wins are truly 40%.

What it is called

Fixed fractional riskFixed Fractional Risk
A fixed fraction of current capital determines planned loss and quantity. The fraction is fixed, not perpetual $1,000.
Volatility scalingVolatility Scaling
Resize against estimated volatility toward a target. Changing estimates cannot replace gap/liquidity limits.
Fractional KellyFractional Kelly
Calculate Kelly under explicit assumptions, then take a portion. Full Kelly here is 10%, half 5%; halving does not establish safety.
Risk per tradeRisk per Trade
Planned account loss. This 1% excludes costs/gaps, so it is not a guaranteed maximum.

Real markets

Stops still need executionOrder books

Chapter 14's shallow book changes prices with size. Exits consuming multiple levels may lose more than a single-price budget.

Margin differs from position valueDerivatives

Chapter 17 uses small margin to bear full moves. Quantity still needs separate liquidation checks; this linear-stop calculator cannot approve exchange entry.

Exit plans precede outcomesJournals

Chapter 6 compares improvised exits with advance cards. Moving losing stops outward invalidates original sizing.

Hands-on

LabTurn opinions into inspectable quantities25 minutesRisk Calculator

Use hypothetical numbers only; no registration or orders. Risk percentage is the budget before stop execution; fees are deducted separately. Edits remain in this page's memory. After calculating, explicitly save a local snapshot or copy the report.

Complete the assumptions and calculate. Invalid inputs will not be replaced by old results.

  1. Verify default one-third quantity, $20,000 exposure, and $1,000 planned loss.
  2. Change only stop to 59,700 and explain 2× account exposure.
  3. Restore stop, add 0.05R costs, and inspect cost-inclusive losses/net expectancy. Fees do not vanish inside the old budget.
  4. Copy a report with hypothesis, invalidation, and unavailable-price handling. No accounts or orders; calculations are not direct sizing recommendations.

Change one variable

IfRaise risk from 1% to 2%
Unchanged prices give about 0.6667 units, $40,000 value, and $2,000 planned stop loss. Forecast accuracy did not improve.
IfRaise estimated daily volatility from 3% to 6%
Same target/account reduces formula notional from about 33,333 to 16,667, preserving a comparable scale.
IfAdd 0.05R total costs
Default quantity stays fixed; planned loss including costs is $1,050 and first-trade net expectancy +$150. Separately charged fees prevent misreading 1% as all-inclusive.

Three depths

One knowledge nodeTRD-PROB-005: one question at each of three depths
  1. FoundationWhat size suits the same trading idea?Chapter 11
  2. AdvancedHow do Volatility Target and Kelly allocate portfolio risk?Advanced D · Portfolio and risk
  3. InstitutionalHow can multi-strategy positions be allocated by risk contribution rather than capital?Institutional

Budget loss before sizing under reasonable invalidation. Check costs, exposure, and exits. Decimal precision is not reliable planning.

Questions to take away

6
How large should the position be?
Show complete quantity derivations for reviewers.
3
What would show that I am wrong?
Exits must reflect invalidation, not desired size.
7
Is there enough liquidity, and what will execution cost?
Does exit depth support the planned quantity?

Chapter self-test

One idea to take away

Size determines whether you survive long enough for expectancy to materialize. Set acceptable loss per trade, then calculate quantity backward.

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What size suits the same trading idea?

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