Introduction to Bootstrapping

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Mathematics

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University

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Practice Problem

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Rachel McDougall

Used 8+ times

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24 Slides • 6 Questions

Introduction to Bootstrapping

Multiple Choice

Once a data point has been selected for inclusion in a simulated sample, it cannot be selected again.

True

False

Multiple Choice

What is the correct sequence to estimate sampling distribution with a bootstrapping approach?

Obtain sample from population > estimate sampling distribution > perform resampling with replacement

Perform sampling with replacement > obtain sample from population > estimate sampling distribution

Obtain sample from population > perform sampling with replacement > estimate sampling distribution

Estimate sampling distribution > perform sampling with replacement > obtain sample from population

Fill in the Blanks

Type answer...

Multiple Choice

Which value for B would provide you with the most accurate estimate of the true values for the population?

100

1,000

10,000

100,000

Multiple Choice

In this example, the independent variable is ___ and the dependent variable is ___.

Serve speed, university team

University team, serve speed

Player position, serve speed

Serve speed, player position

Multiple Choice

"The population includes other individuals that are similar to the observed sample" is an assumption of which type of bootstrapping?

Parametric

Semi-parametric

Non-parametric

Introduction to Bootstrapping

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