In this article
After this article, you can
- Identify missing intrabar sequence in a single OHLC bar.
- Require an explicit test rule when both SL and TP lie inside one bar.
Terms at hand: Backtesting · Order execution · Stop loss · Take profit (TP) · Balance · Liquidity
Consider a hypothetical GBP/USD chart with repeated contacts near a predefined resistance zone. A trader plans a short entry and a stop, then checks whether the observed prices actually support the rule. A chart pattern describes a sample of price history; it does not establish the next move or a profitable outcome. This article introduces the assumptions and tools of technical analysis.
What technical analysis really is
Technical analysis organizes observations about price, changes over time and available market activity. A chart can describe a trend, mark a zone and define a condition to test. Its appearance alone does not supply a reliable probability for the next move. Profitability belongs to specified trading rules, data and costs; a price-based observation does not establish that every economic fact is already perfectly priced.
One historical framework is Dow theory, developed from Charles Dow’s observations and later work by William Hamilton and Robert Rhea. StockCharts explains its original comparison of the industrial and rail equity averages. That history does not make every modern chart rule a Dow theorem or show that an FX rule works. Treat the framework’s assumptions separately from evidence about a particular strategy.
Popular levels may influence some participants’ decisions, but their popularity does not reveal how many will buy or sell, available execution prices or the next direction. Market turnover and liquidity are not evidence that a technical method has an edge. A forecast still needs an operational definition and a test, including cases where the proposed level did not hold.
Three common premises to examine
Technical-analysis introductions often discuss price incorporating information, trends and recurring patterns. These are ways to organize observations, not results of a test. Dow theory’s historical assumptions and theorems have a more specific equity-market context.
Price and information. The proposition that price reflects available information does not prove instant, complete or error-free pricing. Nor does it establish that fundamental information is useless. For a test, distinguish the time a price or announcement became available from the time it was later stored or revised.
Trends and horizon. Historical Dow theory distinguishes primary, secondary and daily movements; its duration descriptions are guidelines, not universal forecasting limits. On your chosen horizon, specify how highs and lows are selected and when they become confirmed. A shorter-term rise can coexist with a longer-term fall. Record the M1, H1 or D1 timeframe instead of assigning one compulsory horizon to each trading style.
Recurring shapes. Similar-looking candles or levels may occur again, but appearance does not imply the same outcome. A psychological explanation for a pattern is a hypothesis, not proof that participant behaviour is invariant. Define the pattern before selecting examples and retain failed as well as successful cases.
Four tools and the questions they answer
Four commonly used tools provide a starting vocabulary. Their presence on a chart does not establish a profitable edge; each complete trading rule needs testing with costs, sample definitions and out-of-sample data.
Trend lines connect selected price points. Two points determine a straight line; further contacts can be observations under a stated selection rule, rather than a guarantee of continuation. Specify which highs or lows count and when they were known. Do not redraw the line after every failed contact merely to fit the history.
Support and resistance are proposed zones of reaction, often based on selected highs, lows or other price references. CME stresses that they do not have to hold to the smallest price increment. A former support can be investigated as resistance after a break, but a role change is not guaranteed. Record your own level-selection rule instead of assuming that every participant uses the same prices. To describe successive confirmed points, see how to read market structure.
OHLC candles record open, high, low and close for a selected period. The body joins open and close; the wicks extend to high and low. A bullish candle means close exceeds open, not that its next candle must rise. As a hypothetical EUR/USD calculation with one pip = 0.0001, O 1.1000, H 1.1030, L 1.0990 and C 1.1020 give a 40-pip range, a 20-pip body and two 10-pip wicks. Check the data source: MT5 documents Bid-based OTC charts, while purchases use Ask; received tick counts are not global FX turnover.
Moving averages transform selected historical observations. SMA assigns equal weights to its window; EMA gives more weight to recent inputs. Hypothetical closes 1.1000, 1.1010 and 1.1020 give SMA(3) = 1.1010. After a new close of 1.0990, the oldest value drops out: (1.1010 + 1.1020 + 1.0990) / 3 ≈ 1.10067. Price below the average or a crossing of two averages is a defined condition, not proof of a profitable short or a guaranteed change in trend.
Practical takeaway: Technical analysis uses selected historical prices and sometimes volume. A pattern description alone does not establish predictive accuracy.
OHLC does not order the level touches
Four prices can describe different paths within the same candle. See why testing orders inside one bar requires an explicit sequence rule.
Scroll sideways to see the full diagram
Hypothetical model: one instrument unit, continuous paths between points, ideal execution at the first level, no spread or costs. Results do not describe real order execution. TradingView explains that historical OHLC does not retain the full intrabar path.
When was the signal actually available?
On an open bar, high, low and current price can change. An indicator may cross a threshold and return before the close. TradingView calls differences between historical and realtime calculations or plots repainting; not every update is an error. State whether a rule uses intrabar values or waits for a confirmed close.
Hypothetical prices 100, 200 and 400 occur at equal time intervals. Connect the first and last points. On a linear scale, the line’s midpoint is (100 + 400) / 2 = 250, so the observed 200 lies below it. On a logarithmic scale, the midpoint corresponds to √(100 × 400) = 200, so the same observation lies on the line. Both successive changes are +100%. The data and anchor points are identical; only the vertical transform changes. Record the scale before claiming that price broke a drawn line. Neither scale guarantees a better forecast.
A pivot can be plotted on an earlier bar even though recognizing it required later observations. Use it in a test only from the time the necessary data became available. Likewise, the final daily high cannot be known that morning. Such future-data leakage can make historical results appear much better than a method that could actually have been executed.
A trading test needs entry, exit, sizing and execution rules as well as a chart condition. Check the instrument and pair characteristics and translate the planned distance using the pip value at the selected position size. Include commission, financing where applicable and slippage. Actual Ask-entry and Bid-exit prices already contain the spread; do not deduct it twice. Ordinary stop execution can differ from its planned level.
What this means for a beginner trader
Knowing a candle’s anatomy or a moving-average formula is a useful skill, but does not rank you above other beginners or prove a complete trading method. Start with one observation you can define and reproduce. Add a tool when its calculation answers a specified question, rather than follow a compulsory sequence of indicators.
An RSI threshold or an indicator crossing can be part of an explicit rule; by itself it does not establish profitable execution. Specify the instrument, data frequency, confirmation time and complete trade rules. Evaluate the result after costs rather than label every isolated indicator either a guaranteed signal or mere noise.
A concise reference on chart construction and the connection between technical setups and broader market conditions is available in the Technical Analysis section on ForexMechanics, with deeper coverage of trend mechanics in the trend glossary entry.
What to do tomorrow
- Describe one closed candle. Record its instrument, source, timestamp and O/H/L/C. Compute body and range without predicting the next candle.
- Define a zone or line. Write down which confirmed points qualify, the chart scale and the rule for a break. Keep examples that do not react as expected.
- Reproduce one calculation. Compute a short SMA by hand, then compare the platform’s input price and window. Record any initialization or data difference.
- Check signal availability. Distinguish current-bar values from confirmed closes and pivots requiring later bars. OHLC alone does not order intrabar touches of both SL and TP.
- Separate learning from testing. A test needs complete entry, exit, size, cost and fill assumptions. Fix rules on one sample and evaluate a later unused sample without retuning; retain poor results. Demo work can reveal problems but cannot guarantee future profit. You can continue learning without risking money.
Check your understanding
One short exercise
About 2 min · you can try again
A candle has O 100, H 104, L 96, C 101. A long has TP 103 and SL 98. Does OHLC alone determine the result?
- Yes, a bullish close means TP.
- Yes, always assume SL.
- No, the intrabar path or an explicit test rule is needed.
Check the answer and explanation
No, the intrabar path or an explicit test rule is needed.
OHLC does not order its high and low. Intrabar data or an imposed rule is needed to choose a model result.
Frequently asked
Does technical analysis actually work, or is it tea-leaf reading?
A chart shape alone does not establish a probability or an edge. Park and Irwin’s 2007 abstract reports 56 positive, 20 negative and 19 mixed findings among 95 modern studies across speculative markets; those are not 95 FX-only studies or a trader’s success rate. The authors also identify data-snooping, rule-selection and risk/cost-estimation problems. For a specific method, define the event, inputs, complete trading rules and costs and assess results on unused data. Historical results remain uncertain for future trading.
Which chart premises should I distinguish from test results?
Introductions often discuss price incorporating information, trends and recurring patterns. These are premises to investigate, not three proven laws or a complete account of Dow theory. StockCharts describes the historical industrial/rail equity-average framework and distinguishes assumptions from movement and signal theorems. None proves instant perfect pricing, fixes a trend’s duration or guarantees that a repeated candle shape has the same outcome.
Which tools should a beginner start with — RSI, MACD, moving averages?
There is no compulsory indicator count or six-to-twelve-month waiting period. You can begin with OHLC and one precisely described observation. If you add SMA or EMA, understand its input price, window and weights and reproduce a small calculation. A further tool should answer a defined question. Its presence on a chart, or price above it, does not prove a profitable rule.
When does technical analysis fail and what should you do at such moments?
There is no universal five-minute/15-minute news window, 30-pip range or first-hour cutoff that classifies every technical rule as ineffective. Check actual instrument, feed, costs and execution assumptions. Common test problems include using final bar values before they existed, recognizing pivots too early, inventing an OHLC path, omitting costs and repeatedly optimizing on the same sample. Record those limits and evaluate a defined rule on unused data rather than assume a signal must work.
Sources & bibliography
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New York Institute of Finance John J. Murphy — Technical Analysis of the Financial Markets (1999) · The book discusses technical-analysis principles, Dow Theory, trend lines and support/resistance. www.penguinrandomhouse.com ↗
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New York Institute of Finance Steve Nison — Japanese Candlestick Charting Techniques, 2nd edition (2001) · Discusses candle anatomy, single-candle patterns and two- or three-candle formations such as engulfing, harami and morning/evening stars. www.penguinrandomhouse.com ↗
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AMACOM Robert D. Edwards, John Magee, W. H. C. Bassetti — Technical Analysis of Stock Trends, 9th edition (2007) · A textbook covering chart patterns, trend lines, channels and trend reversals. www.routledge.com ↗
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Journal of Economic Surveys Cheol-Ho Park, Scott H. Irwin — What Do We Know About the Profitability of Technical Analysis? (2007) · Park and Irwin's 2007 review surveys empirical research on the profitability of technical-analysis rules. onlinelibrary.wiley.com ↗
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Bank for International Settlements Triennial Central Bank Survey of Foreign Exchange Markets — September 2025 · The September 2025 survey includes turnover by currency pair in Table 4. www.bis.org ↗
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MetaQuotes Price Data in the Trading Platform · Defines MT5 OTC Bid charts, exchange Last-price charts, OHLC and received tick volume. These feed-specific definitions do not turn tick counts into global FX turnover. www.metatrader5.com ↗
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CME Group Support and Resistance · Explains zones, prior highs/lows and trend lines as possible price references. The lesson does not establish a guaranteed reaction or profitability for a particular FX rule. www.cmegroup.com ↗
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TradingView Strategies — Pine Script documentation · Documents broker-emulator fill assumptions, trading-cost inputs and the distinction between strategy optimization and testing on unused data. Simulation results are not guaranteed live fills. www.tradingview.com ↗
