BOOK

Emerging Methods in Predictive Analytics: Risk Management and Decision-Making

Abstract

Decision making tools are essential for the successful outcome of any organization. Recent advances in predictive analytics have aided in identifying particular points of leverage where critical decisions can be made. Emerging Methods in Predictive Analytics: Risk Management and Decision Making provides an interdisciplinary approach to predictive analytics; bringing together the fields of business, statistics, and information technology for effective decision making. Managers, business professionals, and decision makers in diverse fields will find the applications and cases presented in this text essential in providing new avenues for risk assessment, management, and predicting the future outcomes of their decisions.

Keywords:
Leverage (statistics) Analytics Predictive analytics Business analytics Data science Computer science Business intelligence Decision support system Knowledge management Risk analysis (engineering) Management science Business Engineering Data mining Artificial intelligence Business analysis Business model Marketing

Metrics

1
Cited By
0.00
FWCI (Field Weighted Citation Impact)
12
Refs
0.17
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Big Data and Business Intelligence
Social Sciences →  Business, Management and Accounting →  Management Information Systems
Data Quality and Management
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Data Analysis with R
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

JOURNAL ARTICLE

Predictive Analytics in Financial Management: Enhancing Decision-Making and Risk Management

Opeyemi E. Aro

Journal:   International Journal of Research Publication and Reviews Year: 2024 Vol: 5 (10)Pages: 2181-2194
JOURNAL ARTICLE

Predictive Analytics in Financial Risk Management Harnessing Data for Enhanced Decision-Making

Aman Singh

Journal:   Journal of Advances in Developmental Research Year: 2025 Vol: 16 (2)
BOOK

Emerging Methods in Predictive Analytics

William H. Hsu

Advances in data mining and database management book series Year: 2014
JOURNAL ARTICLE

The Role of Predictive Analytics in Enhancing Financial Decision-Making and Risk Management

Mary Feyikemi Olagoke

Journal:   Journal of Financial Risk Management Year: 2025 Vol: 14 (01)Pages: 47-65
© 2026 ScienceGate Book Chapters — All rights reserved.