| Day 1 |
Course Overview and
Introduction to Network Analysis |
- course intro & syllabus | intro to networks| slides in pdf | your turn answers | code from class
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| Day 2 |
Network Centrality |
- network centrality | your turn answers | slides in pdf| code from class
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| Day 3 |
Community Detection |
- community detection | slides in pdf| code from class
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| Day 4 |
Random Networks |
- random graphs | slides in pdf | your turn answers | code from class
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| Days 5--6 |
Intro to ERGMs |
- intro ergms | slides in pdf| code from class 8/01 | code from class 8/02 | your turn answers
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| Day 7 |
ERGM Specification |
- ergm specification | slides in pdf| code from class | your turn answers
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| Day 8 |
Weighted Networks |
- weighted nets | slides in pdf| code from class
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| Day 9 |
ERGM Application |
- ergm application | slides in pdf| code from class
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| Day 10 |
Temporal ERGMs |
- tergm | slides in pdf| code from class | your turn answers | your turn answers (2nd exercise)
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| Day 11 |
Latent Space Models |
- latent space | slides in pdf| code from class
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| Day 12--13 |
SOAMs |
- soams | slides in pdf| code from class | code from class | your turn answers (1st exercise) | your turn answers (2nd exercise) | your turn answers (3rd exercise)
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| Day 14-15 |
LSGM |
- lsgm | slides in pdf| troop placement example | code from class
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| Day 16 |
Other Topics |
- ego ergms | network causal inference | slides in pdf| ROC curves | slides in pdf|
|code from class | your turn answers
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