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Introduction to Econometrics (ECON312)

 

 

Syllabus1 Syllabus2

How to Do Well in ECON 312?

 

 

Current Exams

Past Exams

Material

Answer Key

Fall 2019

Spring 2019

Fall 2018

Spring 2018

Spring 2016

Midterm 1

Mistakes Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Midterm 2

Mistakes Mid2 Mid2.R

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2 data

Final

Final Final.R

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

Sec1 Sec2

GradeCalculator.xlsx

 

Homework Assignments

Major Data Sources

HW1

SOL1 Mistakes

Micro

HW2

SOL2 HW2.R

       IPUMS

HW3

SOL3 HW3.R

       PSID

HW4 boston.csv

SOL4 HW4.R

Macro

HW5

SOL5 HW5.R

       Bureau of Economic Analysis

HW6

SOL6 HW6.R

       Bureau of Labor Statistics

ECON312_HW_Rscript_Template.R

       Economic Report of the President

 

       Federal Reserve Data

Notes and Resources

Course Notes Vocabulary Moments Summary

International

Math Review

       World Development Indicators

Typing math in MS Word .docx

Energy

Downloading R Downloading RStudio

       Statistical Review of World Energy

UpdatingR.R R Colors

 

Introduction to R

Housing

Data Camp Intro to R

       Federal Housing Finance Agency

Quick R

       Home Mortgage Disclosure Act

Stata Tutorial

       Consumer Financial Protection Bureau

Instructions for Excel

       Zillow Data

Pivot Table Example

Entrepreneurship

Machine Learning Course (free)

       Kauffman Index

Machine Learning Certificate

 

Online textbooks

 

Introduction to Econometrics with R

 

Principles of Econometrics with R

 

 

 

Supplements

Lab Projects

Binomial.R

Data formats: wage21.RData wage21.csv wage21.dta

Die.R Die.xlsx Die.html

LabIntroR.R Sampling.R

CLT.R (Visualization of Central Limit Theorem)

LabDataInspection.R

OLS.R OLS.Rmd OLS.html OLS.xlsm

LabOLS1.R

TvsZ.R TvsZ.xlsx t-table

LabOLS2.R gpa1.csv gpa1.dta

TTestFun.R (Visualization of t-test) Usage Usage.html

LabHypotheses.R

FTestFun.R (Visualization of F-test)

IntroRMarkdown.Rmd IntroRMarkdown.html

white.R (function performing white test of heteroscedasticity).

LabOLS3.R LabOLS3.rmd LabOLS3.html

pvalueF.R (reads the p-value of the F-test of overall model fit).

LabStargazer.Rmd LabStargazer.html

IntegralsR.Rmd IntegralsR.html

LabOLS4.R LabOLS4.html andy.dta

Steps in Applied Research

LabOLS5.R LabMulti.html multi.csv

Omitted Variable Bias (grad level) Simulation

LabOLS6.R stockton2.dta Project.docx

Conditional Expectation

LabOLS7.R LabDummy.html nlsw88.csv

BOF.R (Blinder-Oaxaca-Fairlie decomposition)

LabOLS8.R LabSpecification.html

binaryGOF.R (Evaluation metrics for binary choice models)

LabHetero.R LabHetero.html hetero.csv

formulaChange.R (Updating formulas, alternative to update.formula in R)

LabProbit1.R LabBinaryChoice.html

predict_robust.R (Wrapper of predict, adjusting for new factor levels in testing data set).

Graphs.R (basic graphs with R)

CSV2R.R (converts .csv files to .rds, for fast load by R. Useful for large data sets).

Predictive Analytics Titanic.csv

Tables of Results in Stata and R

LabTimeSeries.R LabTimeSeries.html phillipsq.csv phillipsm.csv HSEINV.csv

 

Forecasting.R Forecasting.Rmd AirlineData.csv

Forecasting.pdf Forecasting.html

 

LabPanel.R WDIdata.csv WDIdef.csv

 

LabIPUMS.R