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Advanced Quantitative Methods

This class was created by Brainscape user Mariam Al-jaal. Visit their profile to learn more about the creator.

By: Mariam Al-jaal
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Decks in this class (15)

1. Introduction
Key terms
12  cards
2. Mathematical Foundations/Probability Theory, I
An introduction to probability + an introduction to discrete distribuitions
16  cards
3. Mathematical Foundations/Probability Theory, II
An introduction to continuous distributions
11  cards
4. Mathematical Foundations/Probability Theory, III
What is the variance and its prop...,
What is covariance and correlation,
What is a population model
11  cards
5. Statistical Programming in R
0  cards
6. Directed Acyclic Graphs and the Potential Outcomes Causal Model
An introduction to directed acyclic graphs and potential outcomes causal model
12  cards
7. Matching and Subclassification
Introduction to matching and subclassification
15  cards
8. Regression Discontinuity
What is the regression discontinu...,
What are the assumptions for an rdd,
What are the assumptions for an rdd
10  cards
9. Instrumental Variables
What is iv estimation and its pur...,
What is iv estimation and its pur...,
What are the three main condition...
8  cards
10. Differences-in-Differences
What is the differences in differ...,
What are fixed effects in the con...,
What are the main assumptions for...
17  cards
11. Panel Data, I
What are the main components of a...,
What assumptions about relationsh...,
What is the basic structure of pa...
10  cards
12. Panel Data, II
What are dynamic models and why a...,
What are dynamic panel data models,
Why is ols biased and incosistent...
16  cards
13. Multilevel Modeling, I
What are multilevel models and wh...,
What is a varying intercept model,
What is a varying slope model
5  cards
14. Multilevel Modeling, II
0  cards

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Advanced Quantitative Methods

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  • 883 flashcards
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