M&A deals built around cash transactions involving companies with below-average price-to-earnings ratios are the most likely to increase shareholder value, according to a new study.

KPMG released the results of a study that the firm conducted with Steven Kaplan, a professor with the University of Chicago's Graduate School of Business. The study looked at 510 corporate deals announced between 2000 and 2004.

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