BEAM079 Coding Analytics for Accounting and Finance Assignment Answer

Published: 03 Feb, 2025
Category Assignment Subject Accounting
University University of Exeter Module Title BEAM079: Coding Analytics for Accounting and Finance

About This: 

This study uses both financial ratios and textual data to improve prediction of the chances of insolvency. This study investigates by means of logistic regression and neural networks on whether additional use of textual information obtained from annual reports enhances the forecasting ability of financial models.

Traditionally, the prediction of bankruptcy relied solely on numerical financial analysis, but in this study, dual approaches are adopted whereby both financial and textual data were analyzed. Alongside these, factors such as sentiment and readability scores drawn from corporate communications are also test predictors. This will give investors, financial analysts, and policymakers a well-rounded analytical tool for financial risk and bankruptcy forecasting.

What we will covered?

  • What is Financial Ruin Prediction?
  • Role of Economic Ratios in Financial Analysis
  • Impact of Textual Information and its importance
  • Use of Logistic Regression and Neural Networks
  • Effect of Sentiment and Readability Scores
  • Strategy to improve Financial Models

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