Portfolio Management

Learn how institutional investors use core-satellite portfolios to separate cheap beta capture from scarce alpha generation. Covers tracking-risk budgeting, completeness funds, and portable alpha mechanics.

Capital market expectations — sometimes called capital market assumptions — are the quantitative forecasts of returns, risks, and correlations that drive every serious portfolio construction decision. Once you have defined your objectives and constraints in an investment policy statement, the next step is translating those goals into a portfolio. That translation depends entirely on the […]

Learn how human capital theory, lifecycle phases, and Monte Carlo simulation shape optimal portfolio strategy from early career through wealth transfer.

Learn what an investment policy statement (IPS) is, how to write one using the RRTTLLU framework, and why it is the cornerstone of the portfolio management process for both individual and institutional investors.

Understand the critical difference between risk tolerance (willingness) and risk capacity (ability) to take risk. Learn the CFA framework for assessing each dimension, resolving mismatches, and building portfolios clients can stick with.

Learn how mean-variance optimization works: the utility function, constraints, estimation error, Michaud resampling, reverse optimization, and a practical MVO workflow.

Learn how trading execution works: order types (market, limit, stop), bid-ask spreads, slippage, market maker economics, PFOF, and execution quality. Includes real examples and common mistakes.

Learn how margin trading works, how to calculate margin call prices, and why leverage amplifies both gains and losses. Includes real examples with interest costs.

Leveraged ETFs promise 2x or 3x daily returns but exhibit path-dependent performance. Learn how daily rebalancing creates volatility decay, why these products underperform in choppy markets, and when (if ever) they are appropriate.

Learn when and how to rebalance your portfolio, compare calendar vs threshold strategies, and understand the real costs of rebalancing.