Alexander Cardazzi
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Econ 311
Econ 311
Economics, Causality, and Analytics
Module 0: Course Introduction & Videos
Syllabus
(
file
)
Final Project
(
file
)
Course Data
(
link
)
Module 1: Foundations of Data
Module 1.1: Types of Data
(
slides
|
notes
)
Module 1.2: Downloading R
(
slides
|
notes
)
Module 1.3: Using R
(
slides
|
notes
)
Homework 1
(
file
|
template
)
Module 2: One Y Variable
Module 2.1: Central Tendency
(
slides
|
notes
)
Module 2.2: Dispersion
(
slides
|
notes
)
Module 2.3: Distributions
(
slides
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notes
)
Module 2.4: Functions and Loops
(
slides
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notes
)
Module 2.5: Hypothesis Testing
(
slides
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notes
)
Homework 2
(
file
|
template
)
Module 3: One X Variable
Module 3.1: Correlation
(
slides
|
notes
)
Module 3.2: Linear Regression
(
slides
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notes
)
Module 3.3: OLS in R
(
slides
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notes
)
Homework 3
(
file
|
template
)
Module 4: Many X Variables
Module 4.1: Multiple Regression
(
slides
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notes
)
Module 4.2: Binary Variables and Interactions
(
slides
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notes
)
Homework 4
(
file
|
template
)
Module 5: Special Topics in R
Module 5.1:
fixest
(
slides
|
notes
)
Module 5.2: Text as Data
(
slides
|
notes
)
Homework 5
(
file
|
template
)