This class was created by Brainscape user Sarah Oliver. Visit their profile to learn more about the creator.
By:
Sarah Oliver
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Decks in this class (12)
Probability Theory
Define sample space,
Define event,
How do you find the power set of ...
15
cards
Intro to multivariate probability Models
What does it mean to have a multi...,
Define random vector,
If there is no value where x and ...
26
cards
Probability Distributions
When is a bernoulli distribution ...,
What other distributions are form...,
How is the sum of bernouilli iid ...
15
cards
Properties of Random Samples
Define a random sample,
What are we assuming in a random ...,
Define an estimator
10
cards
Estimators Asymptotics and Comparisons
What does a sequence of bin n p n...,
Name two types of convergence,
Which type of convergence is stro...
13
cards
Central Limit Theorem
What does the clt show,
How big should n be to use the clt,
What does the clt tell us about s...
4
cards
Estimators Method of Moments and method of likelihood
Explain statistical inference,
Explain the method of moments,
How many equations will we need t...
13
cards
Approximation Heuristics
Explain research heuristics,
If theta_hat is an mle what will ...,
If theta_hat is an mle what will ...
7
cards
Distributions derived from gaussian
Define chi squared rv,
What is the transformation to a s...,
What distribution does a chi squa...
14
cards
Principles of data reduction
Define a sufficient statistic,
What is the fisher neyman factori...,
How to find a sufficient statistic
10
cards
Confidence intervals and Hypothesis testing
What is an estimator serving as w...,
What does the observed value of t...,
Name a method for constructing co...
42
cards
An introduction to statistical decision theory
In statistical decision theory wh...,
How can we evaluate what the opti...,
What is a statistical decision
10
cards
More about
STAT20100
- Class purpose General learning
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