Efficient frontier index
⚠ weakenedFrontierValue· Accounting data
Frontier is the residual of a regression of log(BM) on log(book equity (ceq)), long-term debt (dltt) to assets (at), capital expenditures (capx) to revenue (sale), R&D expense (xrd) to revenue, advertising expense (xad) to revenue, property plant and equipment (ppent) to assets, EBIT (ebitda) to assets, and dummies for Fama-French's 48 industry definitions. Regression is updated each month with a rolling window of 60 months.
IS Sharpe (1963–2008)
0.918
+16.6% p.a.
OOS Sharpe (2009–2024)
0.495
+10.9% p.a.
Sharpe decay
+46.1%
(IS − OOS) / |IS|
IS vol
18.1%
annualized
Cumulative return (last 40 years, monthly)
+67522%1984-012024-12
Publication details
AuthorsNguyen and Swanson
PaperNguyen and Swanson (2009)
JournalJournal of Financial and Quantitative Analysis
Publication year2009
Original sample1980–2003
IS T-statistic4.86
More Value anomalies
Predicted div yield next month+1.42Net Payout Yield+0.89Operating Cash flows to price+0.68Book to market using December ME+0.68Book-to-market and accruals+0.65Sales-to-price+0.64
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