Excel data analysis: Modeling and simulation

This document was uploaded by one of our users. The uploader already confirmed that they had the permission to publish it. If you are author/publisher or own the copyright of this documents, please report to us by using this DMCA report form.

Simply click on the Download Book button.

Yes, Book downloads on Ebookily are 100% Free.

Sometimes the book is free on Amazon As well, so go ahead and hit "Search on Amazon"

This book is written for the students and practitioners who are looking for a single introductory Excel-based resource that covers three essential business and analytical skills—Data Analysis, Business Modeling, and Simulation of Complex Problems. The focus of the book is clearly on analysis of problems for decision making, yet detailed explanations regarding how to use Excel tools are provided. After many years of teaching and consulting, it is abundantly clear to me that for most students, a good example is worth its weight in gold. This book contains many excellent examples in each chapter, some simple and others more complex, and there is an abundance of exhibits to guide the student through the maze of steps necessary for each analysis. The content is quite diverse: • data presentation — the Feng Shui of spreadsheets, effective communication and collaboration • data preparation — import, scrub, manipulate data • data analysis — statistical methods: descriptive, inferential, and predictive, Design of Experiments • modeling — deterministic, probabilistic, What-if, Scenarios • simulation — quantifying uncertainty, Monte Carlo Simulation • optimization — constrained, Linear Programming, non-linear models, Goal Seek • Couple these features with detailed discussions of how to realistically organize and extract insight from complex problems, and I believe you have a unique educational combination in one book.

Author(s): Hector Guerrero (auth.)
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010

Language: English
Pages: 338
Tags: Operations Research/Decision Theory; Organization/Planning; Business Information Systems; Statistics for Business/Economics/Mathematical Finance/Insurance

Front Matter....Pages i-xv
Introduction to Spreadsheet Modeling....Pages 1-18
Presentation of Quantitative Data....Pages 19-54
Analysis of Quantitative Data....Pages 55-97
Presentation of Qualitative Data....Pages 99-139
Analysis of Qualitative Data....Pages 141-175
Inferential Statistical Analysis of Data....Pages 177-216
Modeling and Simulation: Part 1....Pages 217-256
Modeling and Simulation: Part 2....Pages 257-302
Solver, Scenarios, and Goal Seek Tools....Pages 303-338