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Chapter: 8 Predictive Modeling and Analysis
Page: 255
Example: Tornado Chart in Risk Solver Platform
Concept: Tornado and Sensitivity Analysis

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Concept: Introduction to Business Analytics
Definition, Evolution, Importance, Applications and Scope.

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Chapter: 8 Predictive Modeling and Analysis
Page: 234
Example: A Hotel Overbooking Model
Concept: Overbooking Decision Points

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Chapter: 10 Forecasting Techniques
Page: 309
Example: 10.9 Using Exponential Smoothing to Forecast Tablet Computer Sales
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 309
Example: 10.10 Finding the Best Exponential Smoothing Model for Tablet Computer Sales
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 310
Example: 10.11 Using Excel's Exponential Smoothing Tool
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 311
Example: 10.12 Optimizing Exponential Smoothing Using XLMiner
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 313
Example: 10.13 Double Exponential Smoothing with XLMiner
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 315
Example: 10.14 Forecasting Using Linear Regression
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 316
Example: 10.15 Regression-Based Forecasting for Natural Gas Usage
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 318
Example: 10.16 Forecasting Natural Gas Usage Using Holt-Winters No-Trend Model
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 320
Example: 10.17 Forecasting New Car Sales Using Holt-Winters Models
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 323
Example: 10.18 Forecasting Gasoline Sales Using Simple Linear Regression
Concept: XL Miner Software Tool, Statistical Forecasting
Chapter: 10 Forecasting Techniques
Page: 323
Example: 10.19 Incorporating Casual Variables in a Regression-Based Forecasting Model
Concept: XL Miner Software Tool, Statistical Forecasting

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Adding Risk or Uncertain to New Product Development Models

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Tom Rankin

Chapter: 8 Predictive Modeling and Analysis
Page: 228
Example: 8.1 - The Economic Value of a Customer
Concept: Logic Driven Modeling

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Tom Rankin

Chapter: 10 Forecasting Techniques
Page:303
Example: 10.6 Using Excel's Moving Average Tool
Concept: XL Miner Software Tool for Forecasting
Chapter: 10 Forecasting Techniques
Page: 305
Example: 10.7 Moving Average Forecasting XLMiner Leading Economic Indicators
Concept: XL Miner Software Tool for Forecasting

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Tom Rankin

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Concept: Pivot Tables
Example: Regional Sales Data

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Tom Rankin

Chapter: 8 Predictive Modeling and Analysis
Page: 228
Example: A Profit Model
Concept: Logic Driven Modeling

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Tom Rankin

Chapter: 10 Forecasting Techniques
Page: 299
Example: 10.1 Predicting the Price of Oil
Concept: Forecasting and Simple Econometrics
Chapter: 10 Forecasting Techniques
Page: 299-300
Example: 10.2 Economic Indicators
Concept: Forecasting and Simple Econometrics
Chapter: 10 Forecasting Techniques
Page: 300
Example: 10.3 Leading Economic Indicators
Concept: Forecasting and Simple Econometrics

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Tom Rankin

Chapter: 8 Predictive Modeling and Analysis
Page: 236
Example: 8.6 A Retirement-Planning Model
Concept: Decision Modeling
Chapter: 8 Predictive Modeling and Analysis
Page: 238
Example: 8.7 Modeling Retail Markdown Pricing Decisions
Concept: Predictive Analytics

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Chapter: 8 Predictive Modeling and Analysis
Page: 226-260
Concept: Overview of Predictive Modeling and Analytic Solver

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Tom Rankin

Concepts: Measure of Location : Mean, Median and Mode
Example: Purchase Order Data, Quoting Computer Repair Times

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Chapter: 8 Predictive Modeling and Analysis
Page: 233
Example: A Single-Period Purchase Decision Model
Concept: Purchase Order Quantity

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Concept: Decision Modeling, Excel Add In Analysis Toolpack
Example: Modeling Net Income and Outsourcing Decisions.

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Concepts: Data Types, Data Validation, Data Ethics, Data Security

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Concept: Data Models and Data Classification
Example: Retail Markdown Decisions, Sales Transactions, Purchasing Database

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Overview of Chapter 4 on Descriptive Statistics

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