├── .DS_Store ├── .gitignore ├── HW 1- Auctions ├── nonparametric.mat ├── nonparametric.matlab ├── parametric.mat ├── problemset1.pdf ├── problemset1.tex └── pumsdata-small.csv ├── HW2- Treatment Effects ├── data1ps3.txt ├── dataps3.txt ├── ps2.pdf ├── ps2.tex ├── yelp.Rdata └── yelp.csv ├── HW3- Structural Estimation ├── Data │ ├── OTC_Data.csv.txt │ ├── OTC_Demographic.csv.txt │ ├── otcdata.mat │ ├── rustdata.mat │ └── rustdata20.csv ├── ps3.pdf ├── ps3.tex └── resources │ └── table1.pdf ├── LICENSE.txt ├── Part 1-Nonparametrics ├── auctions1.pdf ├── bootstrap.pdf ├── bootstrap.tex ├── nonparametrics.pdf ├── nonparametrics.tex └── resources │ ├── classifier15nn.pdf │ ├── classifier1nn.pdf │ ├── classifierOLS.pdf │ ├── comparison-cv.png │ ├── figure26.pdf │ ├── kernelfig.pdf │ ├── locquad.pdf │ ├── nwloclinear.pdf │ ├── nwloclinear2.pdf │ ├── split-cv5.png │ ├── split-sample.png │ └── validation-10fold.png ├── Part 2-Model Selection ├── model-selection.pdf ├── model-selection.tex └── resources │ ├── compareall.pdf │ ├── comparisons.pdf │ ├── geometry.pdf │ ├── lar-lasso.pdf │ ├── lassopath.pdf │ ├── lassopenalty.png │ ├── model-selection.pdf │ ├── orthcompare.pdf │ ├── pcrridge.pdf │ ├── princomp1.pdf │ ├── princomp2.pdf │ ├── princompfig.png │ ├── regressiontable.pdf │ ├── ridgepath.pdf │ ├── subsetsaic.pdf │ └── subsetstepwise.pdf ├── Part 3-Treatment Effects ├── resources │ ├── ashefelter1.pdf │ ├── ashefelter2.pdf │ ├── binscatter1.png │ ├── binscatter2.png │ ├── chv_fig1.png │ ├── chv_fig4.png │ ├── chv_fig6.png │ ├── chv_tab3.png │ ├── chv_tab4.png │ ├── chv_tab5.png │ ├── figure1.pdf │ ├── imbens1.pdf │ ├── imbens2.pdf │ ├── imbens3.pdf │ ├── ll-fig1.png │ ├── ll-fig2.png │ ├── ll-fig4.png │ ├── parallel-trends.png │ └── sillydiversion.pdf ├── treatment-effects.pdf └── treatment-effects.tex ├── Part 4-Binary Choice ├── .DS_Store ├── binary-choice.pdf ├── binary-choice.tex ├── resources │ ├── aoc.png │ ├── confusion.png │ ├── hmda1.pdf │ ├── hmda2.pdf │ ├── hmda3.pdf │ ├── hmda3a.pdf │ ├── lpm-probit.jpg │ ├── lpm.pdf │ ├── probit.pdf │ ├── roc_curve.png │ └── specialregtable.png └── simple-binary-choice.tex ├── Part 5-Multinomial Choice ├── multinomial-choice.pdf ├── multinomial-choice.tex └── resources │ ├── hardmax.png │ ├── nesting.png │ └── softmax.png ├── Part 6-Dynamic Discrete Choice └── SingleAgentDynamics.pdf ├── Part 7-Duration Models ├── duration.pdf ├── duration.tex └── resources │ ├── figure17-1.pdf │ ├── figure17-4.pdf │ ├── figure17-5.pdf │ └── parametrictable1.pdf ├── Part 8-Partial Identification ├── partial-identification.pdf ├── partial-identification.tex └── resources │ ├── entry1.png │ ├── entry2.png │ ├── entry3.png │ ├── hailetamer1.pdf │ ├── hailetamer2.pdf │ ├── hailetamer3.pdf │ └── hailetamer4.pdf └── README.md /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisconlon/micro-metrics/HEAD/.DS_Store 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