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Advanced quantitative methods

This class was created by Brainscape user Marie Sofie Spanggaard Jespersen. Visit their profile to learn more about the creator.

By: Marie Sofie Spanggaard Jespersen
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Decks in this class (14)

F1 Introduction and course overview
Explain exogeneous and endogeneou...,
What is a quasi exogeneous shock,
What is an identification strategy
14  cards
F2 Mathematical Foundations / Probability Theory I
What is the formula for the varia...,
What is the formula for the mean ...,
What are three types of probabili...
39  cards
F3 Mathematical Foundations / Probability Theory II
What is the expected value,
Is the expected value a linear op...,
What is the expected value of a c...
26  cards
F4 Mathematical Foundations / Probability Theory III
What is the difference between a ...,
What is the difference between th...
2  cards
F5 Statistical programming in R
What is the formula for beta koef...
1  cards
F6 Directed acyclic graphs and potential outcomes causal model
What is a dag,
Why use a dag,
What does nodes arrows filled and...
16  cards
F7 Matching and subclassification
What is jan s strategy,
What is sub classification and pr...,
What is exact matching
9  cards
F8 Regression discontinuity design
What is the running variable and ...,
What is a rdd,
What does rdd estimate
22  cards
F9 Instrumental Variables
What is the advantage and disadva...,
Draw the dag of iv,
What is the exclusion restriction
16  cards
F10 Difference-in-Difference
What are the elements of the most...,
What is the mathematical specific...,
What is the central assumption
14  cards
F11 Panel data I
What is panel data,
What is the upside to panel data,
What is time series analysis
15  cards
F12 Panel data II (dynamic models)
What is a dynamic panel data model,
What is a lagged variabel,
When does it make sense to lag a ...
17  cards
F13 Multilevel modeling I
What can a multilevel model be ca...,
What two kinds of data structures...,
What is a key advantage of multil...
28  cards
F14 Multilevel modeling II
What is a generalized linear model,
What is an example of a glm,
What are three components of a glm
15  cards

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Advanced quantitative methods

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