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MBA 8040 Data Driven Decision Making

Fall 2018

Tentative Schedule: Changes may be necessary, and the website will be updated with any changes.

 

 

            Date

Topic

Readings/Resources

Assignments Due

(Post to iCollege)

Overview / Data / Time Series / Regression                                                                                               

Week 1:8/14

Overview of Analytics

Spreadsheet Analysis

Basic Profit Models

Data and Cows in India

Solutions to Profit Model Qs

Assignment 1 Due 8/21

Spreadsheet / Profit Models

Week 2: 8/21

Quiz 1 (on last week’s material)

 

Time Series Forecasting

Averaging Methods

Trendline Forecast

Classical Decomposition

Walmart Revenue Data

 

Assignment 2 Due 8/28

Time Series Forecasting

Week 3: 8/28

Out-of-class session

Details of work will be discussed during prior week - 8/21 - in class.

 

 

Week 4:9/4

Quiz 2

 

Simple Regression

Multiple Regression Example

 

Shoe Size Data

Simple Regression - Notes

Mutliple Regression - Notes

 

Week 5: 9/11

Quiz 3

 

Regression Analysis Continued

Lung Capacity Data

Does p-value matter?

 

Assignment 3 Due 9/18

Regression Assignment

 

Dataset for Assignment

Week 6: 9/18

Quiz 4

Optimization Exercises

(Linear Programming)

Solutions in Excel

 

Assignment 4 Due 9/25

Optimization

 

Week 7: 9/25

Quiz 5

Simulation

Discrete Variables

Continuous Variables

 

Decision Analysis

Expected Values

Bayesian Analysis

 

 

  Simulation Exercise

 

  Solution in Excel

 

Recommended Book: Thinking: Fast and Slow by Daniel Kahneman

Week 8: 10/2

Communicating Analytics

Project Presentations

Project Reports Due