This study examines the impact of analysts' recommendations on stock prices listed on the Karachi Stock Exchange for the period 2006-12. The recommendations are extracted from the daily Morning Shout report published by Khadim Ali Shah Bukhari Securities Ltd (KASB), which provides buy and sell...

A financial distress of company should be able anticipated smartly by its management to rerun the business without having any loss due to business failure. Thus, we need a model which could provide an early signal to company the probability of financial distress so that remedial efforts can be...

I utilize the recursive partitioning method to extract analysts' weight of forecasts assigned in their stock recommendation decisions. My findings suggest that in addition to analysts' earnings forecasts, the non-earnings forecasts, such as sales forecasts and net income forecasts, also play an...

We apply advances in analysis of mix frequency and sparse data to estimate "unsmoothed" private equity (PE) Net Asset Values (NAVs) at the weekly frequency for individual funds. Using simulations and a large sample of buyout and venture funds, we show that our method yields superior estimates of...

We study the relationship between buyout and venture capital (VC) funds' returns, and more typically available proxies - exits via M&A or IPO. We further explore the effects of filters on the selection of M&As and IPOs (to emphasize successes), on the relationship. We show that some of these...

We use machine learning techniques to conduct out-of-sample predictions of the underpricing of U.S. initial public offerings (IPOs) from 1990 to 2019. Using predicted underpricing based on ex ante information to sort the IPOs into 10 groups, we find that the underpricing averages for the top and...

We examine how forecast behaviors of East Asian financial analysts would change in the face of the escalated crimes against Asians amid the COVID-19 pandemic. Using a Difference-in-Differences approach, we demonstrate that the forecast quality of East Asian analysts deteriorates during the...