Author

Lauren Falvey

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Preprint Aug 2026

Long-Horizon Forecasting of Complete Financial Statements with Forma

Specialist training beats generalist scale when forecasting financial statements. To our knowledge, no prior work jointly forecasts complete financial statements beyond one year, yet in a discounted-cash-flow valuation most firm value sits past that window. We release ProForma-20Q, a reproducible benchmark for forecast...

Travis L. Johnson, Jian Jiang, Soumyabrata Chaudhuri et al. · 0 citations