Quantitative Momentum Strategies
Expert-defined terms from the Advanced Technical Analysis course at HealthCareCourses (An LSIB brand). Free to read, free to share, paired with a professional course.
Absolute Momentum is a metric used to measure the momentum of a security,… #
Related terms include Relative Momentum and momentum indicators. Absolute Momentum is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high absolute momentum may be more likely to continue its upward trend, while a security with low absolute momentum may be more likely to reverse its trend.
Accelerated Momentum is a concept that refers to the rate of change of mo… #
Related terms include Momentum Acceleration and Velocity. Accelerated Momentum is used in quantitative momentum strategies to identify securities with high accelerated momentum, which can be a predictor of future price movements. For example, a security with high accelerated momentum may be more likely to continue its upward trend, while a security with low accelerated momentum may be more likely to reverse its trend.
Alpha is a metric used to measure the excess return of a security or port… #
Related terms include Beta and Return. Alpha is used in quantitative momentum strategies to identify securities or portfolios with high alpha, which can be a predictor of future outperformance. For example, a security with high alpha may be more likely to outperform its benchmark, while a security with low alpha may be more likely to underperform its benchmark.
Annualized Return is a metric used to measure the return of a security or… #
Related terms include Compound Return and Yield. Annualized Return is used in quantitative momentum strategies to evaluate the performance of a security or portfolio over a certain period of time. For example, a security with a high annualized return may be more attractive to investors, while a security with a low annualized return may be less attractive.
Arbitrage is a strategy that involves taking advantage of price differenc… #
Related terms include Risk Arbitrage and Statistical Arbitrage. Arbitrage is used in quantitative momentum strategies to identify securities with mispricings, which can be a predictor of future price movements. For example, a security with a mispricing may be more likely to revert to its fair value, while a security without a mispricing may be less likely to experience a price movement.
Asset Allocation is a strategy that involves allocating a portfolio's ass… #
Related terms include Portfolio Optimization and Diversification. Asset Allocation is used in quantitative momentum strategies to allocate a portfolio's assets across different asset classes, which can help to manage risk and maximize returns. For example, a portfolio with a diversified asset allocation may be less likely to experience large losses, while a portfolio with a concentrated asset allocation may be more likely to experience large losses.
Backtesting is a process that involves testing a quantitative momentum st… #
Related terms include Walk Forward Optimization and Out of Sample Testing. Backtesting is used in quantitative momentum strategies to evaluate the strategy's performance and identify potential biases, which can help to improve the strategy's performance. For example, a strategy with a high backtested return may be more attractive to investors, while a strategy with a low backtested return may be less attractive.
Bollinger Bands are a technical indicator that involves plotting two stan… #
Related terms include Moving Averages and Volatility. Bollinger Bands are used in quantitative momentum strategies to identify securities with high volatility, which can be a predictor of future price movements. For example, a security with high volatility may be more likely to experience a large price movement, while a security with low volatility may be less likely to experience a large price movement.
Buying Pressure is a metric used to measure the demand for a security, wh… #
Related terms include Selling Pressure and Order Flow. Buying Pressure is used in quantitative momentum strategies to identify securities with high demand, which can be a predictor of future price movements. For example, a security with high buying pressure may be more likely to experience a price increase, while a security with low buying pressure may be less likely to experience a price increase.
Capital Asset Pricing Model (CAPM) is a model that describes the relation… #
Related terms include Beta and Return. CAPM is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high expected returns. For example, a security with a high expected return may be more attractive to investors, while a security with a low expected return may be less attractive.
Compound Annual Growth Rate (CAGR) is a metric used to measure the rate o… #
Related terms include Annualized Return and Growth Rate. CAGR is used in quantitative momentum strategies to evaluate the performance of a security or portfolio over a certain period of time, which can help to identify securities or portfolios with high growth rates. For example, a security with a high CAGR may be more attractive to investors, while a security with a low CAGR may be less attractive.
Correlation is a metric used to measure the relationship between two or m… #
Related terms include Diversification and Risk Reduction. Correlation is used in quantitative momentum strategies to identify securities with low correlation, which can help to reduce risk and maximize returns. For example, a portfolio with low correlation between its securities may be less likely to experience large losses, while a portfolio with high correlation between its securities may be more likely to experience large losses.
Cross #
Sectional Momentum is a strategy that involves buying securities with high returns over a certain period of time and selling securities with low returns over the same period, which can be used in quantitative momentum strategies to identify securities with high momentum. Related terms include Time Series Momentum and Momentum Investing. Cross-Sectional Momentum is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high cross-sectional momentum may be more likely to continue its upward trend, while a security with low cross-sectional momentum may be more likely to reverse its trend.
Decay is a concept that refers to the rate at which a security's momentum… #
Related terms include Momentum Reversal and Trend Reversal. Decay is used in quantitative momentum strategies to identify securities with high momentum decay, which can be a predictor of future price movements. For example, a security with high momentum decay may be more likely to experience a price decrease, while a security with low momentum decay may be less likely to experience a price decrease.
Diversification is a strategy that involves allocating a portfolio's asse… #
Related terms include Asset Allocation and Risk Reduction. Diversification is used in quantitative momentum strategies to allocate a portfolio's assets across different asset classes, which can help to manage risk and maximize returns. For example, a portfolio with a diversified asset allocation may be less likely to experience large losses, while a portfolio with a concentrated asset allocation may be more likely to experience large losses.
Drawdown is a metric used to measure the maximum loss of a security or po… #
Related terms include Maximum Drawdown and Loss. Drawdown is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high drawdowns. For example, a security with a high drawdown may be more likely to experience large losses, while a security with a low drawdown may be less likely to experience large losses.
Efficient Market Hypothesis (EMH) is a theory that states that financial… #
Related terms include Random Walk and Market Efficiency. EMH is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high expected returns. For example, a security with a high expected return may be more attractive to investors, while a security with a low expected return may be less attractive.
Excess Return is a metric used to measure the return of a security or por… #
Related terms include Alpha and Beta. Excess Return is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high excess returns. For example, a security with a high excess return may be more attractive to investors, while a security with a low excess return may be less attractive.
Factor #
Based Investing is a strategy that involves investing in securities based on specific factors, such as value, momentum, or size, which can be used in quantitative momentum strategies to identify securities with high momentum. Related terms include Smart Beta and Factor Models. Factor-Based Investing is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high momentum may be more likely to continue its upward trend, while a security with low momentum may be more likely to reverse its trend.
Information Ratio is a metric used to measure the excess return of a secu… #
Related terms include Alpha and Beta. Information Ratio is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high information ratios. For example, a security with a high information ratio may be more attractive to investors, while a security with a low information ratio may be less attractive.
Mean Reversion is a strategy that involves buying securities that are und… #
Related terms include Trend Following and Momentum Investing. Mean Reversion is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high momentum may be more likely to continue its upward trend, while a security with low momentum may be more likely to reverse its trend.
Momentum is a metric used to measure the rate of change of a security's p… #
Related terms include Relative Momentum and Absolute Momentum. Momentum is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high momentum may be more likely to continue its upward trend, while a security with low momentum may be more likely to reverse its trend.
Moving Averages are a technical indicator that involves plotting the aver… #
Related terms include Exponential Moving Averages and Simple Moving Averages. Moving Averages are used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with a high moving average may be more likely to continue its upward trend, while a security with a low moving average may be more likely to reverse its trend.
Order Flow is a metric used to measure the demand for a security, which c… #
Related terms include Buying Pressure and Selling Pressure. Order Flow is used in quantitative momentum strategies to identify securities with high demand, which can be a predictor of future price movements. For example, a security with high order flow may be more likely to experience a price increase, while a security with low order flow may be less likely to experience a price increase.
Portfolio Optimization is a process that involves optimizing a portfolio'… #
Related terms include Asset Allocation and Risk Management. Portfolio Optimization is used in quantitative momentum strategies to allocate a portfolio's assets across different asset classes, which can help to manage risk and maximize returns. For example, a portfolio with an optimized asset allocation may be less likely to experience large losses, while a portfolio with a non-optimized asset allocation may be more likely to experience large losses.
Quantitative Momentum Strategies are a type of investment strategy that i… #
Related terms include Quantitative Investing and Momentum Investing. Quantitative Momentum Strategies are used to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high momentum may be more likely to continue its upward trend, while a security with low momentum may be more likely to reverse its trend.
Relative Momentum is a metric used to measure the momentum of a security… #
Related terms include Absolute Momentum and Momentum Indicators. Relative Momentum is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high relative momentum may be more likely to continue its upward trend, while a security with low relative momentum may be more likely to reverse its trend.
Risk Management is a process that involves managing a portfolio's risk to… #
Related terms include Risk Reduction and Portfolio Optimization. Risk Management is used in quantitative momentum strategies to allocate a portfolio's assets across different asset classes, which can help to manage risk and maximize returns. For example, a portfolio with a risk management strategy may be less likely to experience large losses, while a portfolio without a risk management strategy may be more likely to experience large losses.
Sharpe Ratio is a metric used to measure the excess return of a security… #
Related terms include Information Ratio and Alpha. Sharpe Ratio is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high Sharpe ratios. For example, a security with a high Sharpe ratio may be more attractive to investors, while a security with a low Sharpe ratio may be less attractive.
Sortino Ratio is a metric used to measure the excess return of a security… #
Related terms include Sharpe Ratio and Information Ratio. Sortino Ratio is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high Sortino ratios. For example, a security with a high Sortino ratio may be more attractive to investors, while a security with a low Sortino ratio may be less attractive.
Statistical Arbitrage is a strategy that involves using statistical model… #
Related terms include Risk Arbitrage and Market Making. Statistical Arbitrage is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high momentum may be more likely to continue its upward trend, while a security with low momentum may be more likely to reverse its trend.
Systematic Risk is a type of risk that affects the entire market, which c… #
Related terms include Idiosyncratic Risk and Market Risk. Systematic Risk is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high systematic risk. For example, a security with high systematic risk may be more likely to experience large losses, while a security with low systematic risk may be less likely to experience large losses.
Time Series Momentum is a strategy that involves buying securities with h… #
Related terms include Cross Sectional Momentum and Momentum Investing. Time Series Momentum is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high time series momentum may be more likely to continue its upward trend, while a security with low time series momentum may be more likely to reverse its trend.
Transaction Costs are a type of cost that affects the performance of a qu… #
Related terms include Slippage and Commission. Transaction Costs are used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high transaction costs. For example, a security with high transaction costs may be less attractive to investors, while a security with low transaction costs may be more attractive.
Trend Following is a strategy that involves buying securities that are tr… #
Related terms include Momentum Investing and Mean Reversion. Trend Following is used in quantitative momentum strategies to identify securities with high momentum, which can be a predictor of future price movements. For example, a security with high momentum may be more likely to continue its upward trend, while a security with low momentum may be more likely to reverse its trend.
Value at Risk (VaR) is a metric used to measure the potential loss of a s… #
Related terms include Expected Shortfall and Risk Management. VaR is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high VaR. For example, a security with a high VaR may be more likely to experience large losses, while a security with a low VaR may be less likely to experience large losses.
Volatility is a metric used to measure the standard deviation of a securi… #
Related terms include Standard Deviation and Risk. Volatility is used in quantitative momentum strategies to identify securities with high volatility, which can be a predictor of future price movements. For example, a security with high volatility may be more likely to experience a large price movement, while a security with low volatility may be less likely to experience a large price movement.
Walk Forward Optimization is a process that involves optimizing a quantit… #
Related terms include Backtesting and Portfolio Optimization. Walk Forward Optimization is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high expected returns. For example, a security with a high expected return may be more attractive to investors, while a security with a low expected return may be less attractive.
Weighted Average Cost of Capital (WACC) is a metric used to measure the c… #
Related terms include Cost of Equity and Cost of Debt. WACC is used in quantitative momentum strategies to evaluate the performance of a security or portfolio, which can help to identify securities or portfolios with high WACC. For example, a security with a high WACC may be less attractive to investors, while a security with a low WACC may be more attractive.