Definitions 1

Ergodicity refers to a property of a system where every sequence or sizable sample is equally representative of the whole. Ergodicity implies that the long-term average of a system's behavior can be inferred from a single, sufficiently long observation of that system. In mathematics, ergodicity expresses the idea that a point of a moving system, either a dynamical system or a stochastic process, will eventually visit all parts of the space that the system moves in, in a uniform and random sense.

Convex

Factor Investing

Factor investing is an investment strategy that involves choosing securities based on attributes that are associated with higher returns. This type of investing aims to reduce risk that may otherwise be hidden in a portfolio of securities with similar exposure. Proponents of factor investing argue that this strategy allows investors to make better decisions. Value Value aims to capture excess returns from stocks that have low prices relative to their fundamental value. This is commonly tracked by price to book, price to earnings, dividends, and free cash flow. Size Historically, portfolios consisting of small-cap stocks exhibit greater returns than portfolios with just large-cap stocks. Investors can capture size by looking at the market capitalization of a stock. Momentum Stocks that have outperformed in the past tend to exhibit strong returns going forward. A momentum strategy is grounded in relative returns from three months to a one-year time frame. QualityQuality is defined by low debt, stable earnings, and consistent asset growth. Investors can identify quality stocks by using common financial metrics like a return to equity, debt to equity, and earnings variability. Volatility Empirical research suggests that stocks with low volatility earn greater risk-adjusted returns than highly volatile assets. Measuring standard deviation from a one- to three-year time frame is a common method of capturing beta.