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Statistical Learning

This class was created by Brainscape user Matt Baugh. Visit their profile to learn more about the creator.

By: Matt Baugh
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Decks in this class (7)

Inference Using Multivariate Normal Distribution
Give the pdf of a mn distribution,
How many parameters are there in ...,
Give the marginal distribution of x1
10  cards
Principal Component Analysis
What is the first pc,
What is the second pc,
What is the relative importance o...
5  cards
Discriminant Analysis
When do you assign xnew to group ...,
Where are misclassified elements ...,
When do you allocate to group 1 g...
5  cards
Cluster Analysis
Define a dissimilarity matrix,
Give the squared euclidean distance,
Define a similarity matrix
7  cards
Mixture Models
Define a mixture model
1  cards
Graphical Learning
Define a markov graph,
What is a clique,
When is a clique maximal
3  cards
Exam Definitions etc
Define a decomposable graph
1  cards

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Statistical Learning

  • Class purpose General learning

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