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§ Valuation models

Earnings per share

Net income divided by weighted-average diluted shares outstanding. The headline accounting earnings figure on a per-share basis.

Formula
Diluted EPS = (Net income − Preferred dividends) / Diluted weighted-average shares

Earnings per share is net income divided by the weighted-average number of diluted shares outstanding. The 'diluted' part assumes all in-the-money options, restricted stock units, and convertible securities are exercised, which is the more conservative and more universally quoted version. EPS is the ubiquitous building block of equity valuation: forward-earnings models, P/E multiples, PEG ratios, dividend-discount frameworks, and consensus-estimate benchmarking all rest on it. EPS is also the figure most vulnerable to accounting management. Aggressive revenue recognition, working-capital adjustments, share-buyback timing, and one-time charges that are coded as 'non-recurring' but recur every year all distort EPS in ways that GAAP-compliant filings will not catch. We adjust reported EPS for stock-based compensation (preferring an excess-only adjustment that subtracts SBC above the sector median rather than full SBC), normalize for tax-rate anomalies, and exclude non-economic items that flow through net income (typically pension remeasurements and acquisition-accounting effects). The output is a cleaner, more comparable EPS series that we feed into forward models and peer comparisons.

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