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Decision analysis & multi-criteria

Decision analysis is a set of methods to help people and organizations address challenging decisions more effectively than using simple intuition. It provides tools like decision trees and influence diagrams to help structure problems, multiattribute (multicriteria) methods to handle problems with several often conflicting objectives, quantifying attitudes towards risk, and ways of treating uncertainty using probability distributions.

The deadly pillow fallacy

On the surface it seems absurd that a pillow could cause all that death and disease. But, you should be careful not to let your preconceived beliefs taint your analysis of the data.

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Why big data analytics projects fail and how to fix them

If you are like most practitioners of analytics, you went into the field because you are good with numbers, and you want to help people improve the quality of decisions on...

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How can decision analysis help climate change?

Lumina CEO Max Henrion moderates a panel of decision experts in this Society of Decision Professionals (SDP) webinar on a controversial and critical topic.

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An optimal Valentine’s date

“You know, Valentine’s Day reminds me of the optimal stopping problem.” Not sure if this phrase was uttered elsewhere, but, this is the sort of water cooler conversations...

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What to do when your model results are ridiculous?

When an exhaustive scrutiny of the model code, the data and more sensitivity analyses don’t reveal why your model isn’t working, you must consider that perhaps it’s your intuition...

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Testing hypotheses about causation

In 2002, I developed a statistical framework for testing whether your data provides statistically significant support for the hypothesis that A causes B. I published only one...

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Efficient estimation of the expected value of information (EVI) using Monte Carlo

The expected value of information (EVI) lets you estimate the value of getting new information that reduces uncertainty. At first blush, it seems paradoxical that you can estimate...

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Max Henrion awarded 2018 Ramsey Medal for Decision Analysis

The Decision Analysis Society has awarded the 2018 Frank Ramsey Medal to Max Henrion, CEO of Lumina and originator of …

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Decision analysis & multi-criteria clients