Portfolio Management

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.

Learn how financial leverage amplifies portfolio returns and losses, how to measure leverage ratio, and the risks of using borrowed capital to invest.

Learn the difference between systematic (market) risk and unsystematic (company-specific) risk, why diversification eliminates only one type, and how this distinction underpins beta and CAPM.

Learn how to calculate annualized returns (CAGR) and understand the critical difference between geometric mean and arithmetic mean for measuring multi-year investment performance.

Learn what the Information Ratio and tracking error measure, how to calculate them, what values are good, and how to use them to evaluate active fund managers against their benchmarks.