Global Business Analytics Models

Global Business Analytics Models
Author: Hokey Min
Publisher: FT Press
Total Pages: 239
Release: 2016-03-05
Genre: Business & Economics
ISBN: 0134057619

THE COMPLETE GUIDE TO USING ANALYTICS TO MANAGE RISK AND UNCERTAINTY IN COMPLEX GLOBAL BUSINESS ENVIRONMENTS Practical techniques for developing reliable, actionable intelligence–and using it to craft strategy Analytical opportunities to solve key managerial problems in global enterprises Written for working managers: packed with realistic, useful examples This guide helps global managers use modern analytics to gain reliable, actionable, and timely business intelligence–and use it to manage risk, build winning strategies, and solve urgent problems. Dr. Hokey Min offers a practical, easy-to-understand overview of business analytics in a global context, focusing especially on managerial and strategic implications. After demystifying today’s core quantitative tools, he demonstrates them at work in a wide spectrum of global applications. You’ll build models to help segment global markets, forecast demand, assess risk, plan financing, optimize supply chains, and more. Along the way, you’ll find practical guidance for developing analytic thinking, operationalizing Big Data in global environments, and preparing for future analytical innovations. Whether you’re a global executive, strategist, analyst, marketer, supply chain professional, student or researcher, this book will help you drive real value from analytics–in smarter decisions, improved strategy, and better management. In today’s global business environments characterized by growing complexity, volatility, and uncertainty, business analytics has become an indispensable tool for managing these challenges. Specifically, global managers need analytics expertise to solve problems, identify opportunities, shape strategy, mitigate risk, and improve their day-to-day operational efficiency. Now, for the first time, there’s an analytics guide designed specifically for decision-makers in global organizations. Leveraging his experience teaching a number of students and training hundreds of managers and executives, Dr. Hokey Min demystifies the principles and tools of modern business analytics, and demonstrates their real-world use in global business. First, Dr. Min identifies key success factors and mindsets, helping you establish the preconditions for effective analysis. Next, he walks you through the practicalities of collecting, organizing, and analyzing Big Data, and developing models to transform them into actionable insight. Building on these foundations, he illustrates core analytical applications in finance, healthcare, and global supply chains. He concludes by previewing emerging trends in analytics, including the newest tools for automated decision-making. Compare today’s key quantitative tools Stats, data mining, OR, and simulation: how they work, when to use them Get the right data... ...and get the data right Predict the future... ...and sense its arrival sooner than others can


Business Analytics with Management Science Models and Methods

Business Analytics with Management Science Models and Methods
Author: Arben Asllani
Publisher: Pearson Education
Total Pages: 401
Release: 2015
Genre: Business & Economics
ISBN: 0133760359

This book is about prescriptive analytics. It provides business practitioners and students with a selected set of management science and optimization techniques and discusses the fundamental concepts, methods, and models needed to understand and implement these techniques in the era of Big Data. A large number of management science models exist in the body of literature today. These models include optimization techniques or heuristics, static or dynamic programming, and deterministic or stochastic modeling. The topics selected in this book, mathematical programming and simulation modeling, are believed to be among the most popular management science tools, as they can be used to solve a majority of business optimization problems. Over the years, these techniques have become the weapon of choice for decision makers and practitioners when dealing with complex business systems.


Encyclopedia of Business Analytics and Optimization

Encyclopedia of Business Analytics and Optimization
Author: Wang, John
Publisher: IGI Global
Total Pages: 2862
Release: 2014-02-28
Genre: Business & Economics
ISBN: 1466652039

As the age of Big Data emerges, it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge resources at their disposal.


Machine Learning Techniques for Improved Business Analytics

Machine Learning Techniques for Improved Business Analytics
Author: G., Dileep Kumar
Publisher: IGI Global
Total Pages: 300
Release: 2018-07-06
Genre: Business & Economics
ISBN: 1522535357

Analytical tools and algorithms are essential in business data and information systems. Efficient economic and financial forecasting in machine learning techniques increases gains while reducing risks. Providing research on predictive models with high accuracy, stability, and ease of interpretation is important in improving data preparation, analysis, and implementation processes in business organizations. Machine Learning Techniques for Improved Business Analytics is a collection of innovative research on the methods and applications of artificial intelligence in strategic business decisions and management. Featuring coverage on a broad range of topics such as data mining, portfolio optimization, and social network analysis, this book is ideally designed for business managers and practitioners, upper-level business students, and researchers seeking current research on large-scale information control and evaluation technologies that exceed the functionality of conventional data processing techniques.


New Business Models in the Course of Global Crises in South Asia

New Business Models in the Course of Global Crises in South Asia
Author: Amina Omrane
Publisher: Springer Nature
Total Pages: 284
Release: 2021-10-19
Genre: Business & Economics
ISBN: 3030799263

To survive and sustain businesses during such times of crisis becomes difficult for managers and entrepreneurs. This in turn amplifies the importance of designing new flexible and adaptive business models. This book addresses different business situations that occur during national and global crises, such as the COVID-19 pandemic. Specifically, it proposes new and inspiring business models for various industries such as service and retail industry using different statistical software like SPSS and AMOS. It discusses the various changing elements of businesses such as the application of artificial intelligence (AI) and machine learning and how to cope with these unexpected business elements to maintain sustainable development.


R for Business Analytics

R for Business Analytics
Author: A Ohri
Publisher: Springer Science & Business Media
Total Pages: 322
Release: 2012-09-14
Genre: Business & Economics
ISBN: 1461443423

This book examines common tasks performed by business analysts and helps the reader navigate the wealth of information in R and its 4000 packages to create useful analytics applications. Includes interviews with corporate users of R, and easy-to-use examples.


Handbook of Research on Global Business Opportunities

Handbook of Research on Global Business Opportunities
Author: Christiansen, Bryan
Publisher: IGI Global
Total Pages: 702
Release: 2014-10-31
Genre: Business & Economics
ISBN: 1466665521

In the modern globalized economy, it is important for businesses of all sizes to take advantage of the opportunity to enter diverse markets around the world. Through an international presence, organizations can remain competitive. The Handbook of Research on Global Business Opportunities combines comprehensive viewpoints and research on various business enterprises from around the world in companies of all sizes and models, discussing different aspects and concerns in the global business environment such as corruption, taxation, supply chain management, and economic impacts. This handbook is an essential reference source for business executives from both large and small firms, business scholars, researchers, academics, students, and professionals.