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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This course gives an introduction to probability and statistics, with emphasis on engineering applications. Course topics include events and their probability, the total probability and Bayes' theorems, discrete and continuous random variables and vectors, uncertainty propagation and conditional analysis. Second-moment representation of unc
Author(s):
Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
More OCW like this |
|
Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
Share in:
This class covers quantitative analysis of uncertainty and risk for engineering applications. Fundamentals of probability, random processes, statistics, and decision analysis are covered, along with random variables and vectors, uncertainty propagation, conditional distributions, and second-moment analysis. System reliability is introduced.
Author(s):
Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis testing
- simple and multiple linear regressio
File: 1-151-spring-2005.zip
This OER is part of OCW: Probability and Statistics in Engineering
Published under: /Download Course Materials
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Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis testing
- simple and multiple linear regressio
File: 1-010-fall-2008.zip
This OER is part of OCW: Uncertainty in Engineering
Published under: /Download Course Materials
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Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_03.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_05.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_01.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_10.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
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OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_08.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_06.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_02.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_04.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_09.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_07.pdf
This OER is part of OCW: Uncertainty in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayes theorem
- total probability theorem
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis tes
File: homework_8_2005.pdf
This OER is part of OCW: Probability and Statistics in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis testing
- simple and multiple linear regressio
File: homework_4_2005.pdf
This OER is part of OCW: Probability and Statistics in Engineering
Published under: /Assignments
Share in:
OCW Authors:
Inherited Tag(s):
- civil and environmental engineering
- fundamentals of probability
- random processes
- statistics
- decision analysis
- random variables and vectors
- uncertainty propagation
- conditional distributions
- second-moment analysis
- system reliability
- bayesian analysis and risk-based decision
- estimation of distribution parameters
- hypothesis testing
- simple and multiple linear regressio
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