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Simulation and Resampling Methods 工程 & Social 科学 Program Fall 2024 Semester - - - - - -马德里

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Simulation and Resampling Methods

Simulation and Resampling Methods Course Overview

概述

CEA Partner 机构: Universidad Carlos III de 马德里
地点: 马德里,西班牙
Primary Subject Area: 数学
Instruction in: 英语
课程代码: 17308
Course Details: 400级
Recommended Semester Credits: 3
联系 Hours: 42

描述

1. Random number generation
2. Monte Carlo methods a. Rejection method b. Importance sampling
3. Markov Chain Monte Carlo Methods
a. Metropolis Hastings algorithm
b. Gibbs sampling
c. Slice sampling
4. Resampling methods
a. 引导
b. Jacknife
c. Randomization tests
d. Cross-validation

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