A User's Guide to Business Analytics
2016 | ISBN-10: 146659165X | 400 Pages | EPUB | 6 MB
A User's Guide to Business Analytics provides a comprehensive discussion of statistical methods useful to the business analyst. Methods are developed from a fairly basic level to accommodate readers who have limited training in the theory of statistics. A substantial number of case studies and numerical illustrations using the R-software package are provided for the benefit of motivated beginners who want to get a head start in analytics as well as for experts on the job who will benefit by using this text as a reference book.
The book is comprised of 12 chapters. The first chapter focuses on business analytics, along with its emergence and application, and sets up a context for the whole book. The next three chapters introduce R and provide a comprehensive discussion on descriptive analytics, including numerical data summarization and visual analytics. Chapters five through seven discuss set theory, definitions and counting rules, probability, random variables, and probability distributions, with a number of business scenario examples. These chapters lay down the foundation for predictive analytics and model building.
Chapter eight deals with statistical inference and discusses the most common testing procedures. Chapters nine through twelve deal entirely with predictive analytics. The chapter on regression is quite extensive, dealing with model development and model complexity from a user's perspective. A short chapter on tree-based methods puts forth the main application areas succinctly. The chapter on data mining is a good introduction to the most common machine learning algorithms. The last chapter highlights the role of different time series models in analytics. In all the chapters, the authors showcase a number of examples and case studies and provide guidelines to users in the analytics field.
Beyond the Lean Office: A Novel on Progressing from Lean Tools to Operational Excellence
RFID in the Supply Chain
Encyclopedia of the Great Depression
Concentrated Investing: Strategies of the World's Greatest Concentrated Value Investors
Symbols that Stand for Themselves
The Ultimate Safe Money Guide: How Everyone 50 and Over Can Protect, Save and Grow Their Money
The Econosphere: What Makes the Economy Really Work, How to Protect It, and Maximize Your Opportunit
The Psychology of Survey Response
Introduction to Social Entrepreneurship
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.
Reading Financial Reports for Dummies, 2nd(3605)
Mindset: The New Psychology of Success(3061)
Essentials of Marketing(2905)
The One-Hour Business Plan: The Simple and(2866)
Accounting for Dummies(2737)
Marketing Research, 7th edition(2597)
Macroeconomics, 7th edition(2534)
Financial Accounting: Tools for Business D(2263)
Creative Problem Solving for Managers: Dev(2168)
The Economist Guide to Investment Strategy(2060)
Investing For Dummies, 7th Edition(2046)
How to Read a Balance Sheet(1985)
Guide to Business Planning(1974)