Accruals, Accounting-Based Valuation Models, and the Prediction of Equity Values
- 1 October 2005
- journal article
- review article
- Published by SAGE Publications in Journal of Accounting, Auditing & Finance
- Vol. 20 (4), 311-345
- https://doi.org/10.1177/0148558x0502000401
Abstract
This study uses out-of-sample equity value estimates to determine whether earnings disaggregation, imposing linear information valuation model (LIM) structure and separate industry estimation of valuation model parameters aid in predicting contemporaneous equity values. We consider three levels of earnings disaggregation: aggregate earnings, cashflow and total accruals and cash flow and four major components of accruals. For pooled estimations, imposing the LIM structure results in significantly smaller prediction errors; for by-industry estimations, it does not. However, by-industry prediction errors are substantially smaller, suggesting that the by-industry estimations are better specified. Mean squared and absolute prediction errors are smallest when earnings are disaggregated into cash flow and major accrual components; median prediction errors are smallest when earnings are disaggregated into cash flow and total accruals. These findings suggest that (1) if concern is with errors in the tails of the equity value prediction error distribution, then earnings should be disaggregated into cash flow and the major accrual components; otherwise earnings should be disaggregated only into cash flow and total accruals; (2) imposing the LIM structure neither increases nor decreases prediction errors, which supports the efficacy of drawing inferences from valuation equations based on residual income models that do not impose the structure implied by the model; (3) valuation of abnormal earnings, accruals, accrual components, equity book value, and other information varies significantly across industries.Keywords
This publication has 26 references indexed in Scilit:
- The Pricing of Dividends in Equity ValuationJournal of Business Finance & Accounting, 2005
- What is the Intrinsic Value of the Dow?The Journal of Finance, 1999
- Taxes, Financing Decisions, and Firm ValueThe Journal of Finance, 1998
- The Effects of Cross‐Sectional Scale Differences on Regression Results in Empirical Accounting Research*Contemporary Accounting Research, 1996
- Uncertainty Resolution and the Theory of Depreciation MeasurementJournal of Accounting Research, 1996
- The Feltham‐Ohlson Framework: Implications for Empiricists*Contemporary Accounting Research, 1995
- Valuation and Clean Surplus Accounting for Operating and Financial Activities*Contemporary Accounting Research, 1995
- Earnings, Book Values, and Dividends in Equity Valuation*Contemporary Accounting Research, 1995
- A Tutorial on the Ohlson and Feltham/Ohlson Models: Answers to Some Frequently Asked Questions*Contemporary Accounting Research, 1995
- Risk, Return, and Equilibrium: Empirical TestsJournal of Political Economy, 1973