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KuTenk 2000 - ITOT110144-Microsoft Office Excel 2007—Data Analysis and Business Modeling

 

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by Wayne L. Winston 

2007 (624 pages)

ISBN:9780735623965

Using real-world examples and learn-by-doing exercises, this book will help you master the techniques that business analysts at leading companies use to transform data into bottom-line results.

 

 

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Table of Contents

Microsoft Office Excel 2007—Data Analysis and Business Modeling

Preface

Introduction to Excel 2007—What’s New?

Chapter 1

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Range Names

Chapter 2

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Lookup Functions

Chapter 3

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The INDEX Function

Chapter 4

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The MATCH Function

Chapter 5

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Text Functions

Chapter 6

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Dates and Date Functions

Chapter 7

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Evaluating Investments by Using Net Present Value Criteria

Chapter 8

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Internal Rate of Return

Chapter 9

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More Excel Financial Functions

Chapter 10

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Circular References

Chapter 11

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IF Statements

Chapter 12

-

Time and Time Functions

Chapter 13

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The Paste Special Command

Chapter 14

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The Auditing Tool

Chapter 15

-

Sensitivity Analysis with Data Tables

Chapter 16

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The Goal Seek Command

Chapter 17

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Using the Scenario Manager for Sensitivity Analysis

Chapter 18

-

The COUNTIF, COUNTIFS, COUNT, COUNTA, and COUNTBLANK Functions

Chapter 19

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The SUMIF, AVERAGEIF, SUMIFS, and AVERAGEIFS Functions

Chapter 20

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The OFFSET Function

Chapter 21

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The INDIRECT Function

Chapter 22

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Conditional Formatting

Chapter 23

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Sorting in Excel

Chapter 24

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Tables

Chapter 25

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Spin Buttons, Scroll Bars, Option Buttons, Check Boxes, Combo Boxes, and Group List Boxes

Chapter 26

-

An Introduction to Optimization with Excel Solver

Chapter 27

-

Using Solver to Determine the Optimal Product Mix

Chapter 28

-

Using Solver to Schedule Your Workforce

Chapter 29

-

Using Solver to Solve Transportation or Distribution Problems

Chapter 30

-

Using Solver for Capital Budgeting

Chapter 31

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Using Solver for Financial Planning

Chapter 32

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Using Solver to Rate Sports Teams

Chapter 33

-

Importing Data from a Text File or Document

Chapter 34

-

Importing Data from the Internet

Chapter 35

-

Validating Data

Chapter 36

-

Summarizing Data by Using Histograms

Chapter 37

-

Summarizing Data by Using Descriptive Statistics

Chapter 38

-

Using PivotTables to Describe Data

Chapter 39

-

Summarizing Data with Database Statistical Functions

Chapter 40

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Filtering Data and Removing Duplicates

Chapter 41

-

Consolidating Data

Chapter 42

-

Creating Subtotals

Chapter 43

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Estimating Straight Line Relationships

Chapter 44

-

Modeling Exponential Growth

Chapter 45

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The Power Curve

Chapter 46

-

Using Correlations to Summarize Relationships

Chapter 47

-

Introduction to Multiple Regression

Chapter 48

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Incorporating Qualitative Factors into Multiple Regression

Chapter 49

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Modeling Nonlinearities and Interactions

Chapter 50

-

Analysis of Variance: One-Way ANOVA

Chapter 51

-

Randomized Blocks and Two-Way ANOVA

Chapter 52

-

Using Moving Averages to Understand Time Series

Chapter 53

-

Winter ’s Method

Chapter 54

-

Forecasting in the Presence of Special Events

Chapter 55

-

An Introduction to Random Variables

Chapter 56

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The Binomial, Hypergeometric, and Negative Binomial Random Variables

Chapter 57

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The Poisson and Exponential Random Variable

Chapter 58

-

The Normal Random Variable

Chapter 59

-

Weibull and Beta Distributions: Modeling Machine Life and Duration of a Project

Chapter 60

-

Introduction to Monte Carlo Simulation

Chapter 61

-

Calculating an Optimal Bid

Chapter 62

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Simulating Stock Prices and Asset Allocation Modeling

Chapter 63

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Fun and Games: Simulating Gambling and Sporting Event Probabilities

Chapter 64

-

Using Resampling to Analyze Data

Chapter 65

-

Pricing Stock Options

Chapter 66

-

Determining Customer Value

Chapter 67

-

The Economic Order Quantity Inventory Model

Chapter 68

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Inventory Modeling with Uncertain Demand

Chapter 69

-

Queuing Theory—The Mathematics of Waiting in Line

Chapter 70

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Estimating a Demand Curve

Chapter 71

-

Pricing Products by Using Tie-Ins

Chapter 72

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Pricing Products by Using Subjectively Determined Demand

Chapter 73

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Nonlinear Pricing

Chapter 74

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Array Formulas and Functions

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