Probability Concepts in
Engineering Planning and Design
Cheng-Liang Chen
PSE
LABORATORY
Department of Chemical Engineering National TAIWAN University
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Probability Concepts in
Engineering Planning and Design
Teacher: Cheng-Liang Chen
[email protected] Assistant: Jui-Yuan Lee
[email protected]
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Textbook and References
Textbook:
Lapin, Lawrence L.,
Modern Engineering Statistics (1997). (with Chinese Translation, 2003)
References:
Ang, A.H.S., W.H. Tang (2004), Probability Concepts in Engineering, 2ed.
Moore, D.S. (1997), Statistics: Concepts and Controversies.
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Contents Moore
Lapin
Ang & Tang
The Meaning and Role of Statistics
What is Statistics? (Moore)
Describing, Displaying, Exploring Statistical Data
Roles of Probability and Statistics in Engineering
or
Statistical Process Control Making Predictions: Regression Analysis Statistical Analysis in Model Building Probability
Probability — The Language of Chance (Moore) Fundamentals of Probability Models
Random Variables and Probability Distributions
Analytical Models of Random Phenomena
Important Probability Distributions in Engineering
(Useful Probability Distributions) Functions of Random Variables Computer-Based Numerical and Simulation Methods in Probability Determination of Probability Distribution Models
Sampling Distribution
Sampling Distribution
Statistical Estimation
Statistical Estimation of Parameters
Statistical Testing
Statistical Inferences from Observational Data
Theory and Inferences in Regression Analysis
Regression and Correlation Analyses
Analysis of Variance Experimental Design
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Credits Examinations: 2 mid-terms and 1 final
(20% + 20% + 25% )
Designated Exercises:
(20%)
Involvement in Class:
(15%)
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Thank You for Your Attention Questions Are Welcome
