personnel profile
Samuel S. Chiu
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Research Statement
Analysis
Probabilistic Analysis: Structuring, Processing and Presentation of Probabilistic Information
Read Chapter One- (DOWNLOAD a copy in PDF for viewing and printing. )
This text has 11 Chapters with numerous "comparmental" as well as integrated real world examples. Chapter One contains brief descriptions of many of these examples. Many "relationship charts" are created to provide comprehensive overview of important probability concepts, modeling highlights as well as linkage amongst brand name random variables. Spreadsheet progam is used to complement analytical solution extending the power of probabilistic analysis. Interested parties can contact Prof. Samuel S. Chiu.
Clinic information
| Research Projects |
| Probability Clinics
What are Probability Clinics and Why?
Conducting Probability Clinics is ou |
| Probabilistic Modeling,
Integration of Operations Research Models in Economic Analysis |
Summary:
Probability Clinics
What are Probability Clinics and Why?
Conducting Probability Clinics is our way to bridge the proficiency in the mechanics of probabilistic analysis to actually modeling and solving real world problems. In our experience of teach
Detail:
Probability Clinics will be conducted throughout the quarter. Each clinic will cover selected topics which are drawn from our daily experiences and/or that they match student interests. They will generally be structured to achieve the following objectives:
* Understand the issues and gain domain knowledge relevant to the selected topic.
* Ask relevant questions.
* Construct model: contemplate problem structure and information needs.
* Extract relevant information from the model: ask the right questions.
* Generalize model, run sensitivity analysis.
* Abstract the mathematical structure of the model and relate to other problem situations.
* Consolidate general techniques and/or solution approaches to fill your tool bag.
We bring our tool bag to complete a project, not a hammer looking for a nail.
The following table contains selected topics for Probability Clinics. Most of them are covered to some extent in the text book. The clinics will include "war stories", anecdotes, extensions and related concepts. Many of the problems first appeared as student projects, later expanded and sometimes corrected. We want to interest the students in appreciating the probabilistic environment around them: open your eyes and make sense of uncertainty. Talk to your friends, talk to your family about the clinics. When you start sharing with people outside of the class, we know we have done something right.
Sample Probability Clinics:
* Choosing the Best Candidate
* Tissue Typing in Kidney Transplant
* HOPE and FEAR at the Luggage Carousel: the Discrete Hazard Function
* O.J. Trial
* Strategic Tennis Game
* Spinning Wheel of Fortune: the n-Players Case
* A Missing Person Presumed Dead and Life Insurance
* Window of Three: Strategic Consideration and Markov Chains
* The NBA Draft Pick Lottery
* Hazardous Materials Transportation Risk
* False Positive or False Negative?
Summary:
Probabilistic Modeling,
Integration of Operations Research Models in Economic Analysis
Detail:
Chiu's research focuses on the integration of operations research models in economic analysis. Areas of applications include economics and pricing of transportation and telecommunications systems. He just completed a text on Probabilistic Analysis with extensive use of spreadsheet in solving real world problems. He also introduces the practice of Probability Clinics (with a companion booklet) to examine probability problems, integrating modeling, processing and presentation of probabilistic information.
Link:
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Display All Research Projects
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| Degree |
Discipline |
Year |
School |
| PhD |
Operations Research |
1981 |
Massachusetts Institute of Technology |
| BA |
Physics & Mathematics |
1975 |
Berea |