Quantitative Methods in Project Management

Chapter 2: Introduction to Probability and Statistics for Projects

Lies, damned lies, and statistics!
"Nothing in progression can rest on its original plan."

Thomas Monson

There are No Facts about the Future

"There are no facts about the future!" This is a favorite saying of noted risk authority Dr. David T. Hulett that sums it up pretty well for project managers. [1] Uncertainty is present in every project, every project being a unique assembly of resources and scope. Every project has its ending some time hence. Time displaces project outcomes from the initial estimates; time displacement introduces the opportunity for something not to go according to plan. Perhaps such an opportunity would actually have an upside advantage to the project, or perhaps not. Successful project managers are those quick to grasp the need for the means to evaluate uncertainty. Risk management is the process, but probability and statistics provide the mathematical underpinning for the quantitative analysis of project risk. Probability and statistics for project managers are the subjects of this chapter.

[1]The author has had a years-long association with Dr. Hulett, principal at Hulett Associates in Los Angeles, California. Among many accomplishments, Dr. Hulett led the project team that wrote the "Project Risk Management" chapter of the 2000 edition of A Guide to the Project Management Body of Knowledge, published by the Project Management Institute .

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