Technical Analysis
Technical Analysis is the study of historical price and volume data to forecast future price movements of securities. It is a core sub‑topic for the NISM Series XXI‑A exam because distributors must understand how to interpret charts and indicators when advising clients. This content explains the main concepts, popular indicators, and common exam pitfalls, linking each to the regulatory language used by SEBI.
Learning Objectives
- 1Define technical analysis and differentiate it from fundamental analysis.
- 2Identify and interpret major chart types and price patterns.
- 3Calculate Simple Moving Average (SMA) and Relative Strength Index (RSI).
- 4Explain the use of MACD, volume, and other key indicators in portfolio management.
What is Technical Analysis?
Technical analysis examines past market data—primarily price and volume—to predict future price direction. It operates on three core assumptions: (i) market price reflects all available information, (ii) prices move in trends, and (iii) history tends to repeat itself because market participants react in similar ways.
In the Indian context, SEBI recognises technical analysis as a legitimate tool for portfolio managers and distributors, provided it is used alongside risk‑management practices. The NISM syllabus emphasises that distributors should be able to read charts, explain indicators, and disclose the limitations of technical methods to clients.
For the exam, you will be asked to identify chart types, compute simple indicators such as SMA, and recognise the meaning of over‑bought or over‑sold signals. Remember that the regulator does not prescribe a specific indicator; the focus is on conceptual understanding and correct calculation.
Many candidates mistakenly treat earnings ratios as technical indicators. The exam expects you to keep technical analysis strictly to price‑volume patterns; fundamentals belong to a separate sub‑topic.
Key Concepts: Trend, Support & Resistance
A trend is the general direction in which a security’s price moves over a period. Trends are classified as up‑trend (higher highs and higher lows), down‑trend (lower lows and lower highs), or sideways (range‑bound) where neither direction dominates.
Support refers to a price level where buying interest is expected to be strong enough to halt a decline, while resistance is a level where selling pressure may prevent further rise. These levels are identified by prior price reversals, pivot points, or moving‑average lines.
Exam questions often present a short price series and ask you to mark the support and resistance zones. A common mistake is to label a single candle’s high as resistance without confirming that price has previously struggled to rise above that level.
Chart Types Used in Technical Analysis
The three most common chart formats in Indian brokerage platforms are line charts, bar charts, and candlestick charts. A line chart simply connects closing prices, useful for spotting long‑term trends.
Bar charts display Open, High, Low, and Close (OHLC) for each period, giving a fuller picture of price action. Candlestick charts convey the same OHLC data but use colour‑coded bodies to highlight bullish (close > open) or bearish (close < open) sessions, making patterns easier to visualise.
For the NISM exam, you may be asked to identify a bullish engulfing candlestick or a doji. Remember: a doji indicates market indecision and often precedes a reversal if it appears at a support or resistance level.
Moving Averages
Moving averages smooth out price fluctuations to highlight the underlying trend. The most widely used are the Simple Moving Average (SMA) and the Exponential Moving Average (EMA). SMA gives equal weight to each price in the look‑back period, while EMA assigns more weight to recent prices, reacting faster to changes.
In practice, a 50‑day SMA is often used to gauge the medium‑term trend, whereas a 200‑day SMA signals the long‑term direction. A crossover of a short‑term SMA above a long‑term SMA is interpreted as a bullish signal ("golden cross"), and the opposite crossover is a bearish signal ("death cross").
Exam scenarios frequently present a series of closing prices and ask you to compute the SMA for a given period. Ensure you use the correct number of observations and include the current day’s price in the sum.
Where:
P_{i}= Closing price on the i\textsuperscript{th} day (₹)n= Number of days in the moving‑average windowWorked Example
Given a 5‑day window with closing prices ₹100, ₹102, ₹101, ₹103, ₹104: Step 1: Sum = 100 + 102 + 101 + 103 + 104 = 510 Step 2: SMA = 510 ÷ 5 = 102 Verification: \frac{100+102+101+103+104}{5} = 102.
Relative Strength Index (RSI)
The Relative Strength Index (RSI) is a momentum oscillator that measures the speed and change of price movements. It oscillates between 0 and 100 and is typically calculated over 14 periods.
An RSI above 70 suggests the security may be over‑bought (potentially due for a pull‑back), while an RSI below 30 indicates it may be over‑sold (possible rebound). Traders often look for divergences between RSI and price to anticipate reversals.
For the exam, you may be given average gains and losses for a 14‑day period and asked to compute the RSI. Remember the two‑step calculation: first find RS = Average Gain ÷ Average Loss, then apply the RSI formula.
Where:
RS= Relative Strength = Average Gain ÷ Average LossAverage Gain= Mean of all positive price changes over the periodAverage Loss= Mean of absolute values of all negative price changes over the periodWorked Example
Assume a 14‑day period with Average Gain = 0.8 and Average Loss = 0.4: Step 1: RS = 0.8 ÷ 0.4 = 2 Step 2: RSI = 100 - (100 ÷ (1 + 2)) = 100 - (100 ÷ 3) = 100 - 33.33 = 66.67 Verification: 100 - \frac{100}{1+2} = 66.67.
Moving Average Convergence Divergence (MACD)
MACD is a trend‑following momentum indicator calculated as the difference between a fast EMA (usually 12 periods) and a slow EMA (usually 26 periods). The result is plotted as the MACD line.
A 9‑period EMA of the MACD line, called the signal line, is overlaid on the MACD line. When the MACD line crosses above the signal line, it generates a bullish signal; a cross below generates a bearish signal. The histogram shows the distance between the MACD line and the signal line, helping to visualise the strength of the signal.
Exam questions may present a simplified MACD table and ask you to interpret a bullish crossover. The key is to remember the standard periods (12, 26, 9) and the direction of the cross.
Volume and Its Interpretation
Volume represents the number of shares traded during a period and is a vital confirmation tool. Rising price accompanied by increasing volume suggests strong buying interest, whereas a price rise on falling volume may indicate a weak move prone to reversal.
On‑Balance Volume (OBV) is a cumulative indicator that adds volume on up‑days and subtracts on down‑days. A rising OBV confirms an up‑trend, while a falling OBV confirms a down‑trend.
In the NISM exam, you may be asked to choose the correct statement about volume‑price relationship or to identify a volume spike that validates a breakout.
Common Chart Patterns
Chart patterns are specific formations that suggest continuation or reversal of the prevailing trend. The most frequently tested patterns are Head‑and‑Shoulders, Double Top/Bottom, Triangles (ascending, descending, symmetrical), and Flags.
A Head‑and‑Shoulders pattern consists of three peaks, with the middle peak (head) higher than the two shoulders. Its breakout below the neckline signals a reversal from up‑trend to down‑trend.
Triangles indicate consolidation. An ascending triangle (flat top, rising bottom) is bullish, while a descending triangle (flat bottom, falling top) is bearish. Confirmation requires a breakout beyond the trendline.
Comparison of Frequently Tested Chart Patterns
| Pattern | Key Characteristics | Typical Implication |
|---|---|---|
| Head‑and‑Shoulders | Three peaks, middle peak highest, neckline support | Reversal from bullish to bearish |
| Double Top | Two equal peaks separated by a trough | Reversal from bullish to bearish |
| Double Bottom | Two equal troughs separated by a peak | Reversal from bearish to bullish |
| Ascending Triangle | Flat top, rising lower trendline | Continuation bullish |
| Descending Triangle | Flat bottom, falling upper trendline | Continuation bearish |
A common error is to select a pattern without checking volume. The exam expects you to note that a breakout should be accompanied by higher-than‑average volume for validity.
5‑Day Closing Price vs Simple Moving Average
Scenario
Rohit, a retail investor, looks at the last 5 days of XYZ Ltd. shares. The closing prices are ₹100, ₹102, ₹101, ₹103, ₹104. He calculates the 5‑day SMA and finds it to be ₹102. The 14‑day RSI (based on earlier data) is 68. Rohit wants to know whether to buy.
Solution
Step 1: The price on Day 5 (₹104) is above the 5‑day SMA (₹102), indicating a short‑term up‑trend. Step 2: RSI = 68 is below the over‑bought threshold of 70, so no immediate reversal signal. Step 3: Volume on Day 5 was 1.2 lakh shares, higher than the 5‑day average of 0.9 lakh, confirming strength. Because price is above SMA, RSI is not over‑bought, and volume supports the move, Rohit can consider a small entry, keeping a stop‑loss below the SMA (₹101).
Conclusion
The scenario demonstrates how technical indicators are combined in practice and reflects the type of reasoning expected in the NISM exam.
⭐Exam Takeaways
- Technical analysis relies on price and volume; it does not incorporate earnings or balance‑sheet data.
- Trend identification uses higher highs/higher lows (up‑trend) and lower lows/lower highs (down‑trend).
- Simple Moving Average = sum of closing prices ÷ number of periods; use it to smooth price data.
- RSI = 100 – 100/(1+RS); values >70 signal over‑bought, <30 signal over‑sold.
- MACD bullish signal occurs when the MACD line crosses above its 9‑period signal line.
- Volume must confirm price moves; a breakout without volume is a weak signal.
- Chart patterns require both shape confirmation and volume confirmation for validity.
- Always state the time‑frame (e.g., 14‑day RSI) and units (₹) when answering calculation questions.
Practice Questions
8 questions on Technical Analysis
Which of the following lists the three core assumptions on which technical analysis is based?
Which chart type connects only the closing prices of each period?
Given the five closing prices ₹100, ₹102, ₹101, ₹103 and ₹104, what is the 5‑day Simple Moving Average (SMA)?
An RSI value of 72 most directly indicates that the security is:
Rohit observes that the price on Day 5 is ₹104, the 5‑day SMA is ₹102, the 14‑day RSI is 68 and volume on Day 5 exceeds the 5‑day average. Which action is most consistent with the NISM‑style reasoning?
A head‑and‑shoulders pattern breaks below its neckline but the breakout occurs on low volume. According to the exam tip, what does this imply?
What does the term "golden cross" refer to in technical analysis?
In candlestick terminology, a doji candle primarily signals:
