CMT study materials
CMT study resources

CMT key terms

CMT · Get comfortable with the vocabulary.

Support level

A price area where buying interest has repeatedly halted declines, causing the market to bounce. Traders watch it as a potential floor where demand may again absorb selling pressure.

Related: Resistance level, Breakout, Trendline
Resistance level

A price zone where selling has repeatedly stopped rallies, acting as a ceiling. Traders treat it as a place where supply may overwhelm demand and reverse an advance.

Related: Support level, Breakout
Trendline

A straight line drawn along successive higher lows in an uptrend or lower highs in a downtrend. It visualizes the direction of price movement and flags possible breaks in trend.

Related: Support level, Moving average
Moving average

The average closing price over a rolling window, recalculated each period. It smooths short-term noise so the underlying direction of prices is easier to see.

Related: Trendline, MACD (Moving Average Convergence Divergence), Bollinger Bands
Relative Strength Index (RSI)

A momentum oscillator scaled from 0 to 100 that compares the size of recent gains with recent losses. Readings above 70 are often read as overbought and below 30 as oversold.

Related: Divergence, MACD (Moving Average Convergence Divergence), Bollinger Bands
MACD (Moving Average Convergence Divergence)

A trend-following indicator built from the difference between a fast and a slow exponential moving average, plus a signal line. Line crossings and histogram shifts hint at momentum changes.

Related: Moving average, Divergence
Bollinger Bands

Two bands plotted a set number of standard deviations above and below a moving average. Their width reflects volatility, and squeezes often precede larger price moves.

Related: Moving average, Relative Strength Index (RSI)
Breakout

A price move beyond a defined support, resistance, or chart-pattern boundary. Many traders treat a confirmed breakout on expanding volume as a signal that a new trend is starting.

Related: Support level, Resistance level, Head and shoulders pattern
Divergence

A mismatch between price and an indicator, such as price making a higher high while momentum makes a lower high. It warns that the prevailing move may be losing strength.

Related: Relative Strength Index (RSI), MACD (Moving Average Convergence Divergence)
Head and shoulders pattern

A reversal chart pattern with three peaks, the middle one highest, resting on a shared neckline. A decisive close below the neckline is taken as confirmation that an uptrend has ended.

Related: Breakout, Trendline
Anchoring

The tendency to fixate on an initial reference value, such as an entry price or a past high, and to adjust too little from it when new information arrives.

Related: Confirmation bias, Mental accounting
Confirmation bias

The habit of seeking, noticing, and weighting evidence that supports an existing view while discounting information that contradicts it. It makes traders slow to abandon flawed theses.

Related: Anchoring, Overconfidence bias
Loss aversion

The tendency for losses to feel roughly twice as painful as equivalent gains feel good. It encourages holding losers too long and selling winners too early.

Related: Prospect theory, Disposition effect
Prospect theory

A descriptive model of choice under risk in which people judge outcomes as gains or losses relative to a reference point, being risk-averse for gains but risk-seeking for losses.

Related: Loss aversion, Mental accounting
Herding

Copying the crowd's buying or selling rather than relying on independent analysis. It amplifies price moves and can inflate bubbles or deepen panics.

Related: Overconfidence bias, Anchoring
Overconfidence bias

Overestimating the accuracy of one's own forecasts and skill. It leads to excessive trading, oversized positions, and too little diversification.

Related: Confirmation bias, Herding, Disposition effect
Disposition effect

The pattern of selling winners early to lock in gains while clinging to losers in the hope of breaking even. It is a practical consequence of loss aversion and mental accounting.

Related: Loss aversion, Prospect theory
Availability heuristic

Judging how likely an event is by how easily examples come to mind. Vivid, recent market crashes feel more probable than they are, distorting risk estimates.

Related: Anchoring, Herding
Mental accounting

Treating money as belonging to separate mental buckets depending on its source or intended purpose. It can cause inconsistent risk taking that ignores the total portfolio.

Related: Loss aversion, Disposition effect
Value at Risk

An estimate of the loss a portfolio could suffer over a set horizon at a given confidence level, such as a one-day 95% VaR of one million dollars.

Related: Expected shortfall, Stress testing, Maximum drawdown
Maximum drawdown

The largest peak-to-trough decline in a portfolio's value over a period, usually stated as a percentage. It measures how much pain an investor would have endured.

Related: Value at Risk, Risk of ruin
Stop-loss order

An instruction to exit a position once price reaches a specified level. It caps the loss on a trade and removes the need to decide in the middle of a selloff.

Related: Position sizing, Risk of ruin
Position sizing

Deciding how much capital to commit to each trade or asset. Sizing rules, often tied to volatility or a fixed percentage of equity at risk, shape results more than entry signals alone.

Related: Risk of ruin, Stop-loss order, Leverage
Risk of ruin

The probability that a trading program's capital falls to a level from which recovery is impossible. It rises with oversized bets and with strategies that have negative expectancy.

Related: Position sizing, Maximum drawdown, Leverage
Beta

A measure of how much an asset's returns tend to move with the overall market. A beta of 1.5 suggests it amplifies market swings by about half again.

Related: Leverage, Value at Risk
Expected shortfall

The average loss in the worst-case tail of outcomes beyond the VaR threshold. Unlike VaR, it describes how severe losses become once that limit is breached.

Related: Value at Risk, Stress testing
Stress testing

Re-running a portfolio through hypothetical or historical extreme scenarios to see how it would behave. It complements statistical risk measures that assume ordinary market conditions.

Related: Value at Risk, Expected shortfall
Leverage

Using borrowed money or derivatives to control a position larger than the capital committed. It magnifies both gains and losses and can trigger forced liquidation.

Related: Position sizing, Risk of ruin, Beta
Backtesting

Applying a trading rule to historical data to estimate how it would have performed. Results are only as trustworthy as the data quality and the assumed trading costs.

Related: Overfitting, Look-ahead bias, Walk-forward analysis
Overfitting

Tuning a strategy's many parameters so tightly to past data that it captures noise rather than durable structure. Such models usually fail when applied to new data.

Related: Backtesting, Walk-forward analysis
Look-ahead bias

Accidentally using information in a backtest that would not have been available when the decision was made, such as same-day closing prices or later data revisions.

Related: Backtesting, Survivorship bias
Survivorship bias

Drawing conclusions from only the firms or funds that still exist, ignoring those that failed or were delisted. It flatters historical returns and understates risk.

Related: Backtesting, Look-ahead bias
Momentum strategy

Buying assets that have recently outperformed and selling or shorting those that have lagged, betting that the trend persists over the coming months.

Related: Mean reversion, Backtesting
Mean reversion

The assumption that prices or returns tend to drift back toward a long-run average after stretching far from it. Strategies built on it buy weakness and sell strength.

Related: Momentum strategy, Pairs trading
Pairs trading

A market-neutral approach that goes long one security and short a closely related one when their price relationship deviates from its norm, profiting as the spread converges.

Related: Mean reversion, Backtesting
Walk-forward analysis

A backtesting method that repeatedly optimizes on one past window and tests on the next unseen window, rolling forward through history. It checks whether a strategy survives out of sample.

Related: Backtesting, Overfitting
Slippage

The gap between the price a trade was expected to get and the price actually filled, caused by spread, order size, or fast markets. It quietly erodes backtested profits.

Related: Backtesting, Walk-forward analysis
Sharpe ratio

Excess return divided by the standard deviation of returns, measuring reward per unit of total volatility. Higher values suggest a better risk-adjusted result.

Related: Maximum drawdown, Backtesting