Nearly 40% of IPO firms redact information from their SEC registration filings. These firms exhibit characteristics consistent with the need to shield proprietary information from potential rivals. They experience greater underpricing, but pre-IPO insiders reduce underpricing-related wealth...

Firms that redact proprietary information in their IPO filings bear significant costs to shield that information, and yet we find that the majority choose voluntary disclosure via management forecasts. They modify the characteristics of their forecasts in ways that plausibly attempt to reduce...

We selectively review recent advancements in research on predictive models of earnings and returns. We discuss why applying statistical, econometric, and machine learning advancements to forecasting earnings and returns presents difficult challenges. In the context of these challenges, we...

We selectively review recent advancements in research on predictive models of earnings and returns. We discuss why applying statistical, econometric, and machine learning advancements to forecasting earnings and returns presents difficult challenges. In the context of these challenges, we...

We selectively review recent advancements in research on predictive models of earnings and returns. We discuss why applying statistical, econometric, and machine learning advancements to forecasting earnings and returns presents difficult challenges. In the context of these challenges, we...

A reverse merger allows a private company to assume the current reporting status of another company that is public. This can be done quickly, without fundraising, road show, underwriter, substantial ownership dilution, or great expense. Private firms that go public via reverse merger are often...

We study 6,686 IPOs spanning the period 1981-2005 and find that the new issues puzzle disappears in a Fama-French three-factor framework. IPOs do not underperform in the aftermarket on a risk-adjusted basis and do not underperform a matched sample of non-issuers. IPO underperformance is...

We study how access to private equity financing affects real firm activities using a broad panel of publicly traded U.S. firms that raise external equity through private placements (PIPEs) between 1995 and 2008. The public firms relying on PIPEs are generally small, high-tech firms that cannot...

Financial relationships can alleviate the adverse effects of asymmetric information and agency costs on outside stakeholders. We examine announcement returns to PIPE transactions, conditional on the contract terms and identity of the investor. We find that the influence of contract terms on...

We compare non-US firms that go public using reverse mergers to those using foreign initial public offerings and capital-raising American Depositary Receipts. We find that foreign reverse merger firms do not bond with minority shareholders. We also find that the repeated accessing of US capital...