Since 1985, the annual earnings forecasts of Wall Street analysts have been nearly 100% too high, according to a study by McKinsey & Co. "One reason analysts are slow to update their forecasts is that they do in-depth research and build complex forecasting models ... [and] there is a trade-off between accuracy and complexity," said Kenneth Posner, a former managing director and equity analyst at Morgan Stanley.

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