To Bayes or Not to Bayes
Welcome to Probabilistic Methods in Geotechnical Engineering course web site. The purpose of this web is to enhance the support services we provide to students. I've provided a number of resources here to help you learn, resolve problems, and suggest improvements to our course.
You may also obtain technical support by telephone at 31574; and by e-mail to firstname.lastname@example.org.
the basic understanding of probability theory.
Compares deterministic and probabilistic approaches to the action and
reaction of structures of, on, or in soil when subjected to loadings. Consider
uncertainties in material parameters and their effect on designs. Stability is
assessed in terms of reliability as well as customary factors of safety.
Inverse problems arising from experimental study is solved by
probabilistic estimation theory.
Other data analysis (e.g. model selection and experimental design) may
also be discussed.
· Mathematical Fundamental of Probabilistic Theory
· Random Variables & Stochastic Processes
· Statistical Mechanics
· Reliability Analysis
· Data Analysis (Estimation, Model Selection, Experimental Design)
Mechanics of Particulate Media, Harr (1977)
Reliability-Based Design in Civil Engineering, Harr (1987)
Data Analysis -- A Bayesian Tutorial, Sivia (1996)
Probability Concepts in Engineering Planning and Design
1 Basic Principle, Ang and Tang (1975)
2 Decision, Risk, and Reliability (1984)
Reliability, & Statistical Methods in Engineering Design, Haldar (2000)
Statistics, Probability, and Reliability for Civil and Environmental Engineers,
Last modified: 星期三 四月 28, 2004.