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Statistical Methods

This class was created by Brainscape user Choi Chi Min. Visit their profile to learn more about the creator.

By: Choi Chi Min
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Decks in this class (6)

SU1 - Probability and Random Variables
What is a probability space,
What is a sample space,
What is a sigma field
22  cards
SU2 - The Properties of Random Variables, The Normal and Its Related Distributions
What is expected value of a rando...,
What is the expectation of sums e...,
What is the result of e c1x1 c2x2
39  cards
SU3 - Elements of Finite Sample Properties, Asymptotic Theory, Confidence Intervals and Hypothesis Testing
An estimate is a but an estimate ...,
What are finite sample properties,
What is an unbiased estimator
32  cards
SU4 - Fundamentals Of Linear Regression
What are the components of a line...,
What is the zero conditional mean...,
If zero conditional mean assumpti...
19  cards
SU5 - Further Issues In Linear Regression: Modelling And Inference
What is r squared,
Properties of r squared,
Why r squared cannot be negative
23  cards
SU6 - Heteroskedasticity, Binary Variables and Introduction to Maximum Likelihood Estimation
What is homoskedastic su6ch1,
What is heteroskedasticity su6ch1,
What are the consequences of hete...
16  cards

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Statistical Methods

  • Class purpose General learning

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