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Chart School / Thinking About Strategies & Risk

A hypothetical strategy framework

Lesson 13 of 14 · about 1 min read, plus practice · Glossary

A useful educational framework records a hypothesis, observable conditions, invalidation, a hypothetical outcome and a review. Specify the interval, the data available at each decision and what would count as failure before looking ahead. Separate the clarity of a rule from evidence that it works. Synthetic examples demonstrate mechanics, not profitability. Testing many rules and presenting only the winner can produce misleading results. A paper exercise leaves out execution, taxes, market impact and emotions.

Worked fictional example

A fictional worksheet asks whether River will stay above a $50 range after two closes above it. Invalidation is a later close below $50. Observations of $51, $52 and $48 meet the initial condition and then invalidate the hypothesis; no real trade is proposed.

Fictional example — synthetic daily data, not a live asset. Separate fictional daily OHLCV illustration for A hypothetical strategy framework. Hollow body: close at or above open; filled body: close below open. Table provides exact values. Prices use a linear scale in illustrative US dollars. Equal spacing shows observed periods, not missing-session durations.

On a small screen, scroll the chart horizontally to read every label.

chart-strategy-framework fictional candlestick chartCloses in observation order: 45, 50, 48, 51, 52, 48. Exact dates, OHLC and volume appear in the following table.$53$44Period 1: open 45, high 46, low 44, close 45Period 2: open 45, high 51, low 44, close 50Period 3: open 50, high 51, low 47, close 48Period 4: open 48, high 52, low 47, close 51Period 5: open 51, high 53, low 50, close 52Period 6: open 52, high 53, low 47, close 48

Observation order / daily periods →

Accessible data table and chart description

Separate fictional daily OHLCV illustration for A hypothetical strategy framework. Hollow body: close at or above open; filled body: close below open. Table provides exact values.

Synthetic OHLCV observations; volume is fictional units
Date UTCOpenHighLowCloseVolume
2024-01-0145464445100
2024-01-0245514450120
2024-01-03505147480
2024-01-0448524751160
2024-01-0551535052180
2024-01-0652534748200

Legend: hollow body = close ≥ open; filled blue body = close < open. Wick = low to high. Direction is also readable from the table, without color.

What could invalidate this interpretation?

A failure condition being met defeats this particular hypothesis even if a later unrelated rally occurs.

A counterexample

A profitable-looking example can result from choosing the rule after seeing all the prices. It does not validate a repeatable system.

Check your understanding

When should invalidation be defined?

Do synthetic examples prove profitability?

Further learning

Original FinanceFD explanations and drawings. For additional context, see Fidelity’s overview of technical analysis, Fidelity’s RSI guide and Investor.gov’s investing introduction.

Learning progress

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