The Applied Business Analytics Casebook

Author : Matthew J. Drake
Publisher : FT Press
Page : 217 pages
File Size : 44,8 Mb
Release : 2013-10-09
Category : Business & Economics
ISBN : 9780133408690

Get Book

The Applied Business Analytics Casebook by Matthew J. Drake Pdf

The first collection of cases on “big data” analytics for supply chain, operations research, and operations management, this reference puts readers in the position of the analytics professional and decision-maker. Perfect for students, practitioners, and certification candidates in SCM, OM, and OR, these short, focused, to-the-point case studies illustrate the entire decision-making process. They provide realistic opportunities to perform analyses, interpret output, and recommend an optimal course of action. Contributed by leading “big data” experts, the cases in The Applied Business Analytics Casebook covers: Forecasting and statistical analysis: time series forecasting models, regression models, data visualization, and hypothesis testing Optimization and simulation: linear, integer, and nonlinear programming; Monte Carlo simulation and risk analysis; and stochastic optimization Decision analysis: decision making under uncertainty; expected value of perfect information; decision trees; game theory models; AHP; and multi-criteria decision making Advanced business analytics: data warehousing/mining; text mining; neural networks; financial analytics; CRM analytics; and revenue management models

Author : Matthew J. Drake
Publisher : Unknown
Page : 128 pages
File Size : 52,8 Mb
Release : 2013
Category : Business intelligence
ISBN : 0133407373

Get Book

The Applied Business Analytics Casebook by Matthew J. Drake Pdf

Author : Matthew J. Drake
Publisher : FT Press
Page : 221 pages
File Size : 52,7 Mb
Release : 2015-08-13
Category : Business & Economics
ISBN : 9780133975277

Get Book

Advances in Business, Operations, and Product Analytics by Matthew J. Drake Pdf

If you're seeking to master business analytics, case studies offer invaluable help: they expose you to the entire decision-making process, helping you practice an active role in both performing analysis and using its output to recommend optimal decisions. Now, drawing on his extensive teaching and consulting experience, Prof. Matthew Drake has created the ideal new casebook for all analytics students and practitioners. Drake, author of the widely-praised Applied Business Analytics Casebook, now presents a collection of up-to-date cases that are longer and more detailed than those typically presented in undergraduate texts, but concise and focused enough to be taught in a single classroom session. Organized by analytical technique, Advances in Business, Operations, and Product Analytics covers: Descriptive analytics: descriptive statistics, sampling/inferential statistics, statistical quality control, and probability Predictive analytics: forecasting, demand managing, data and text mining Prescriptive analytics: optimization-based modeling, simulation-based modeling, decision analysis, and multi-criteria decision making Industry-specific analytics: HR and managerial analytics, financial analytics, and healthcare/life sciences In addition to practitioners, this casebook will be especially valuable to students and faculty in undergraduate and masters' courses that cover topics in business analytics, and courses applying analytics to specific industries such as healthcare, or specific business functions such as marketing.

Author : Dursun Delen
Publisher : FT Press
Page : 289 pages
File Size : 42,7 Mb
Release : 2014-12-16
Category : Business & Economics
ISBN : 9780133551112

Get Book

Real-World Data Mining by Dursun Delen Pdf

Use the latest data mining best practices to enable timely, actionable, evidence-based decision making throughout your organization! Real-World Data Mining demystifies current best practices, showing how to use data mining to uncover hidden patterns and correlations, and leverage these to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen delivers an optimal balance of concepts, techniques and applications. Without compromising either simplicity or clarity, he provides enough technical depth to help readers truly understand how data mining technologies work. Coverage includes: processes, methods, techniques, tools, and metrics; the role and management of data; text and web mining; sentiment analysis; and Big Data integration. Throughout, Delen's conceptual coverage is complemented with application case studies (examples of both successes and failures), as well as simple, hands-on tutorials. Real-World Data Mining will be valuable to professionals on analytics teams; professionals seeking certification in the field; and undergraduate or graduate students in any analytics program: concentrations, certificate-based, or degree-based.

Author : Dwight McNeill
Publisher : FT Press
Page : 385 pages
File Size : 51,6 Mb
Release : 2015-03-19
Category : Business & Economics
ISBN : 9780133890143

Get Book

Using Person-Centered Health Analytics to Live Longer by Dwight McNeill Pdf

The American way of producing health is failing. It continues to rank very low among developed countries on our most vital need...to live a long and healthy life. Despite the well-intentioned actions on the part of government, life sciences, and technology, the most important resource for achieving our full health potential is ourselves. This book is about how you can do so, and how others can help you. Dwight McNeill introduces person-centered health analytics (pchA) and shows how you can use it to master five everyday behaviors that cause and perpetuate most chronic diseases. Using Person-Centered Health Analytics to Live Longer combines deep insight, a comprehensive framework, and practical tools for living longer and healthier lives. It offers a clear path forward for both individuals and stakeholders, including providers, payers, health promotion companies, technology innovators, government, and analytics practitioners.

Author : Dale Neef
Publisher : Pearson Education
Page : 320 pages
File Size : 52,7 Mb
Release : 2014-11-05
Category : Business & Economics
ISBN : 9780133838343

Get Book

Digital Exhaust by Dale Neef Pdf

Will "Big Data" supercharge the economy, tyrannize us, or both? Data Exhaust is the definitive primer for everyone who wants to understand all the implications of Big Data, digitally driven innovation, and the accelerating Internet Economy. Renowned digital expert Dale Neef clearly explains: What Big Data really is, and what's new and different about it How Big Data works, and what you need to know about Big Data technologies Where the data is coming from: how Big Data integrates sources ranging from social media to machine sensors, smartphones to financial transactions How companies use Big Data analytics to gain a more nuanced, accurate picture of their customers, their own performance, and the newest trends How governments and individual citizens can also benefit from Big Data How to overcome obstacles to success with Big Data – including poor data that can magnify human error A realistic assessment of Big Data threats to employment and personal privacy, now and in the future Neef places the Big Data phenomenon where it belongs: in the context of the broader global shift to the Internet economy, with all that implies. By doing so, he helps businesses plan Big Data strategy more effectively – and helps citizens and policymakers identify sensible policies for preventing its misuse. By conservative estimate, the global Big Data market will soar past $50 billion by 2018. But those direct expenses represent just the "tip of the iceberg" when it comes to Big Data's impact. Big Data is now of acute strategic interest for every organization that aims to succeed – and it is equally important to everyone else. Whoever you are, Data Exhaust tells you exactly what you need to know about Big Data – and what to do about it, too.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 24 pages
File Size : 45,8 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133822496

Get Book

Safety Stock Planning for a Hong Kong Fashion Retailer by Matthew J. Drake Pdf

This new business analytics case study challenges readers to optimize safety stock levels for a fashion company, where consumer demand is exceptionally hard to forecast, and inventory planning is extremely difficult. Crystallizing realistic analytical challenges faced by companies in many industries and markets, it exposes readers to the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the best course of action. Author: Tsan-Ming (Jason) Choi, The Hong Kong Polytechnic University.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 16 pages
File Size : 53,8 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133822458

Get Book

Forecasting Offertory Revenue at St. Elizabeth Seton Catholic Church by Matthew J. Drake Pdf

This new business analytics case study challenges readers to forecast donations, plan budgets, and manage cash flow for a religious institution suffering rapidly falling contributions. Crystallizing realistic analytical challenges faced by non-profit and for-profit organizations of all kinds, it exposes readers to the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the best course of action. Author: Matthew J. Drake, Duquesne University.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 20 pages
File Size : 50,9 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133822403

Get Book

Maintaining Financial Success and Expanding into Other Markets at FeedMyPet.com by Matthew J. Drake Pdf

This new business analytics case study challenges readers to help a successful e-commerce startup use IPO funding to extend its niche leadership into new ventures, dissuade online competitors, and move long-time “bricks and mortar” shoppers online. Crystallizing realistic analytical challenges faced by companies in many industries and markets, it exposes readers to the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the best course of action. Author: Charles A. Wood, Duquesne University.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 12 pages
File Size : 44,8 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133823769

Get Book

HealthCare's Corporate Social Responsibility Program by Matthew J. Drake Pdf

This new business analytics case study challenges readers to help a company's sustainability coordinator choose her first high-profile project, based on both qualitative and quantitative inputs, including alignment with the company's mission. Readers will consider three alternatives with significantly different financial and timing implications and decision-making criteria. Crystallizing realistic analytical challenges faced by companies in many industries, this case study covers the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend optimal actions. Author: Robert P. Sroufe and Marie Fechik-Kirk, Duquesne University.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 24 pages
File Size : 47,8 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133823714

Get Book

Aluminum Versus Plastic by Matthew J. Drake Pdf

This new business analytics case study challenges readers to help Durable Aluminum build a strategic plan for convincing more laptop computer manufacturers to specific aluminum cases instead of plastic. Readers will be asked to help position aluminum as the preferred choice with regard to the environment, consumer choice, and pricing, focusing on full lifecycle cost compared with plastic. Crystallizing realistic analytical challenges faced by companies in many industries, this case study covers the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the best actions. Author: Ryan Luchs, Drew Lessard, and Robert P. Sroufe, Duquesne University.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 31 pages
File Size : 55,7 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133823479

Get Book

Publish or Perish by Matthew J. Drake Pdf

This new business analytics case study challenges readers to manage the complex book publishing process from manuscript through printing and shipping, keeping projects on time to meet the industry's crucial spring and fall seasons. Crystallizing realistic analytical challenges faced by companies in many industries and markets, it exposes readers to the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the best course of action. Author: Beate Klingenberg and David Gavin, Marist College.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 15 pages
File Size : 47,8 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133823509

Get Book

Narragansett Brewing Company by Matthew J. Drake Pdf

Using formal facility location methods, this new business analytics case study challenges readers to compare three potential locations for Narragansett Brewery's new keg-only brewing facility in Rhode Island, and identify the best alternative. Crystallizing realistic analytical challenges faced by companies in many industries and markets, it exposes readers to the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the optimal course of action. Author: John K. Visich, Christopher J. Roethlein, and Angela M. Wicks, Bryant University.

Author : Matthew J. Drake
Publisher : Pearson Education
Page : 10 pages
File Size : 45,7 Mb
Release : 2014-01-16
Category : Business & Economics
ISBN : 9780133823660

Get Book

Stranded in the Nyiri Desert by Matthew J. Drake Pdf

This unique case study challenges readers to use business analytics techniques to survive a bus accident in a remote area of Amboseli National Park in Kenya's Nyiri Desert, without access to communication. Crystallizing several realistic analytical challenges, it exposes readers to the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the best course of action. Author: Aimée A. Kane and Mercy Shitemi, Duquesne University.

Author : Matthew J. Drake
Publisher : Unknown
Page : 128 pages
File Size : 42,7 Mb
Release : 2016
Category : Business
ISBN : 013396373X

Get Book

Advances in Business, Operations, and Product Analytics by Matthew J. Drake Pdf