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 uncertainty, random sampling, estimation of distribution parameters (method of moments, maximum likelihood, Bayesian estimation), and simple and multiple linear regression. Concepts illustrated with examples from various areas of engineering and everyday life.

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Nonlinear Econometric Analysis

This course presents micro-econometric models, including large sample theory...

This course presents micro-econometric models, including large sample theory...

Computing and Data Analysis for Environmental Applications

This subject is a computer-oriented introduction to probability and data analysis...

This subject is a computer-oriented introduction to probability and data analysis...

Bioinformatics and Proteomics

This interdisciplinary course provides a hands-on approach to students in the...

This interdisciplinary course provides a hands-on approach to students in the...

Probability And Its Applications To Reliability, Quality Control, And Risk Assessment

This course covers interpretations of the concept of probability. Topics include...

This course covers interpretations of the concept of probability. Topics include...

Introduction to Probability and Statistics

This course provides an elementary introduction to probability and statistics...

This course provides an elementary introduction to probability and statistics...

还有标题«工程科学»:

Why Do We Age? The Molecular Mechanisms of Ageing

Why do we age? Is there a limit to human lifespan? Can we prolong our lives...

Why do we age? Is there a limit to human lifespan? Can we prolong our lives...

An Introduction to Building Information Modelling

Explore the drivers and definitions of BIM and understand why BIM is an important...

Explore the drivers and definitions of BIM and understand why BIM is an important...

Getting Started with Teaching Data Science in Schools

Learn the basics of data science and how to introduce data science in the classroom...

Learn the basics of data science and how to introduce data science in the classroom...

Applied Data Science

Develop your data science and analytics skills and improve your understanding...

Develop your data science and analytics skills and improve your understanding...

Planet Partners: Tackling the Climate Crisis Together

Investigate the impact of climate change, the research being done to tackle...

Investigate the impact of climate change, the research being done to tackle...

还有MIT OpenCourseWare:

Introduction to Computers and Engineering Problem Solving

This course presents the fundamentals of object-oriented software design and...

This course presents the fundamentals of object-oriented software design and...

Project Evaluation

1.011 Project Evaluation covers methodologies for evaluating civil engineering...

1.011 Project Evaluation covers methodologies for evaluating civil engineering...

Introduction to Civil Engineering Design

1.012 introduces students to the theory, tools, and techniques of engineering...

1.012 introduces students to the theory, tools, and techniques of engineering...

Computing and Data Analysis for Environmental Applications

This subject is a computer-oriented introduction to probability and data analysis...

This subject is a computer-oriented introduction to probability and data analysis...

Ecology I: The Earth System

We will cover fundamentals of ecology, considering Earth as an integrated dynamic...

We will cover fundamentals of ecology, considering Earth as an integrated dynamic...

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