Financial statement analysis with large language models

A Kim, M Muhn, V Nikolaev - arXiv preprint arXiv:2407.17866, 2024 - arxiv.org
We investigate whether large language models (LLMs) can successfully perform financial
statement analysis in a way similar to a professional human analyst. We provide …

[图书][B] Financial market bubbles and crashes: features, causes, and effects

HL Vogel - 2018 - books.google.com
Economists broadly define financial asset price bubbles as episodes in which prices rise
with notable rapidity and depart from historically established asset valuation multiples and …

Valuation of equity securities, private firms, and startups

SB Ali, MA Khalidi - Ali, SB, & Khalidi, MA (2020). Valuation of …, 2020 - papers.ssrn.com
For valuation of equity securities and similar objects research has not been rigorous and
holistic. This paper is an attempt to review the literature on valuation of equity for a variety of …

Stock-based compensation, financial analysts, and equity overvaluation

P Mohanram, B White, W Zhao - Review of Accounting Studies, 2020 - Springer
Stock-based compensation (SBC) reduces the value of shareholder equity, ceteris paribus,
and is a significant and growing expense for many firms. Despite its valuation implications …

Expected EPS× Trailing P/E

I Ben-David, A Chinco - 2024 - nber.org
All of asset-pricing theory currently stems from one key assumption: price equals expected
discounted payoff. And much of what we think we know about discount rates comes from …

Analysts' estimates of the cost of equity capital

K Balakrishnan, L Shivakumar, P Taori - Journal of Accounting and …, 2021 - Elsevier
We explore a large sample of analysts' estimates of the cost of equity capital (CoE) to
evaluate their usefulness as expected return proxies (ERP). We find that the CoE estimates …

[PDF][PDF] Earnings quality

D Nissim - … School Research Paper Forthcoming. Assessed from …, 2021 - researchgate.net
This monograph provides a thorough review of earnings quality issues and analysis. Its
primary objectives are to help gain a deep understanding of earnings quality and facilitate …

Finding the Right Balance in Appraisal Litigation

LA Hamermesh, ML Wachter - The Business Lawyer, 2018 - JSTOR
This article examines the evolution of Delaware appraisal litigation and concludes that
recent precedents have created a satisfactory framework in which the remedy is most …

Why do analysts use a zero forecast for other comprehensive income?

M Wallis - Abacus, 2023 - Wiley Online Library
Accounting theory and accounting researchers stress the importance of clean surplus
accounting and comprehensive income to corporate valuation. However, casual observation …

How valuation approach choice affects financial analysts' target price accuracy

G Erkilet, G Janke, R Kasperzak - Journal of Business Economics, 2022 - Springer
This paper examines which valuation approaches financial analysts use to value a company
and whether the chosen valuation approach affects the target price accuracy. To address …