Portfolio Construction

SCHD currently yields 3.21% trading at a 19.5 P/E, presenting a distinct valuation discount against VIG's 1.48% yield and 26.2 P/E. Trailing 5-year data shows VIG (+66.4%) outpacing SCHD (+53.7%), highlighting the persistent growth versus yield tradeoff in modern asset allocation. Short-term momentum favors SCHD, which posted a +31.3% 1-year return, driving the asset to 99.1% of its 52-week range ($32.83). Relying solely on historical dividend growth can lead to an incomplete risk assessment, requiring explicit modeling of market drawdowns and shifting rate environments....

Quality factors demonstrated a 12.3% CAGR over the last decade, offering the tightest risk-adjusted compounding metrics among single factors.Momentum strategies suffered a massive 34% peak-to-trough drawdown in 2022, severely impacting the long-term compounding base.Value ETF performance diverges from historical norms, acting more as a structural overweight on mature cyclical sectors rather than a pure valuation capture. The Long-Term Compounding Reality of Single Factors Monthly $30K investment 20-year compound growth simulation Factor investing isolates specific equity drivers to generate excess returns....