Global ETD Search
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Showing 1 to 3 of 3 for “"fraud prediction"”.
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Predicting mergers and acquisitions using machine learning
… have found large success in stock price and fraud prediction, in predicting M&As. logistic regression, a popular statistical technique in M&A literature, serves as a baseline. The performance of algorithms such as random forest, LightGBM, long short-term memory networks (LSTM) and the …
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Predicting Accounting Misstatements within Industries and Accounts
<p>This study examines variables that may be useful in predicting accounting misstatements. Using a database of Accounting and Auditing Enforcement Release information and building on recent models and methodology, I separate the observations by industry to determine the firm and financial …
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The First Sign: Detecting Future Financial Fraud from the IPO Prospectus
… possible to predict future financial statement fraud using disclosure content prior to the fraud. Specifically, I employ a machine learning algorithm to construct a unique measure based on the lexical cues embedded within a firm’s first public disclosure, the Management’s Discussion and Analysis …