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Dealing with Uncertainty in EM&V - Online Training
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This is a live online training.

 Export to Your Calendar 10/26/2020
When: Monday
12:00 PM
Where: GoToTraining Platform (Eastern Time)

Online registration is available until: 10/24/2020
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Dealing with Uncertainty in EM&V (not the hard way)

Presented by M. Sami Khawaja, Cadmus

Date: Monday, Oct 26, 2020
Time: Noon – 2:30pm (ET)
Trainer: M. Sami Khawaja, PhD
CEUs: .2
Fee:  Members - $199 or 1 Group Member Point;
Non-members - $299


Expressing, calculating, and dealing with Uncertainty. Uncertainty is part of being alive. You have no choice but to make decisions in the face of uncertainty. You can’t just avoid it hoping that you picked the right muffin. We never know for sure where is the best place to buy muffins. This class will teach you how uncertainty is measured, but without the deep dive into math. We will also discuss different sources of uncertainty and different means of dealing with them.

Acceptable uncertainty, tradeoff with cost, value of information, confidence and precision, method of improving confidence and precision, methods for decreasing sample size.

This class is about taking the mystery out of uncertainty. You will learn how to face it with courage.


  • Define statistical uncertainty and its importance to evaluation of DSM programs
  • Identify industry best practices for calculating confidence and precision
  • Articulate sources of error for data analysis
  • Understand use of uncertainty and interpretation of final results   


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