Data Analysis

This is a guide on how an analysis typically flows. Link to book on bookdown

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.github		.github
_book		_book
_bookdown_files		_bookdown_files
articles		articles
books		books
css		css
data		data
images		images
inst		inst
output		output
reading		reading
replication		replication
rsconnect/bookdown.org/mike		rsconnect/bookdown.org/mike
slides		slides
under_construction		under_construction
vignettes/case_study_code		vignettes/case_study_code
.Rbuildignore		.Rbuildignore
.gitignore		.gitignore
02.1-prerequisites.Rmd		02.1-prerequisites.Rmd
02.2-general-math.Rmd		02.2-general-math.Rmd
02.3-data-mani.Rmd		02.3-data-mani.Rmd
02.4-part-Basic.Rmd		02.4-part-Basic.Rmd
03-descriptive-stat.Rmd		03-descriptive-stat.Rmd
04-basic-inference.Rmd		04-basic-inference.Rmd
04.1-part-Regression.Rmd		04.1-part-Regression.Rmd
05-linear-regression.Rmd		05-linear-regression.Rmd
06-nonlinear-regession.Rmd		06-nonlinear-regession.Rmd
07-generalized-linear-models.Rmd		07-generalized-linear-models.Rmd
08-linear-mixed-models.Rmd		08-linear-mixed-models.Rmd
09-nonlinear_generalized_linear_mixed.Rmd		09-nonlinear_generalized_linear_mixed.Rmd
10-nonparam-regression.Rmd		10-nonparam-regression.Rmd
10.1-part-rami.Rmd		10.1-part-rami.Rmd
11-data.Rmd		11-data.Rmd
12-variable_transformation.Rmd		12-variable_transformation.Rmd
13-imputation.Rmd		13-imputation.Rmd
14-model_specification.Rmd		14-model_specification.Rmd
15-variable-selection.Rmd		15-variable-selection.Rmd
16-hypothesis.Rmd		16-hypothesis.Rmd
17-marginal-effect.Rmd		17-marginal-effect.Rmd
18-moderation.Rmd		18-moderation.Rmd
19-mediation.Rmd		19-mediation.Rmd
20-prediction_estimation.Rmd		20-prediction_estimation.Rmd
20.1-part-causal.Rmd		20.1-part-causal.Rmd
21-causality.Rmd		21-causality.Rmd
21.1-part-ex-design.Rmd		21.1-part-ex-design.Rmd
22-experiment.Rmd		22-experiment.Rmd
23-sampling.Rmd		23-sampling.Rmd
24-ANOVA.Rmd		24-ANOVA.Rmd
25-multivariate.Rmd		25-multivariate.Rmd
25.1-part-quasi-ex.Rmd		25.1-part-quasi-ex.Rmd
26-quasi-experimental.Rmd		26-quasi-experimental.Rmd
27-regression-discontinuity.Rmd		27-regression-discontinuity.Rmd
28-interrupted-time-series.Rmd		28-interrupted-time-series.Rmd
29-synthdid.Rmd		29-synthdid.Rmd
30-dif-in-dif.Rmd		30-dif-in-dif.Rmd
30.1-stagger.Rmd		30.1-stagger.Rmd
30.2-did-other.Rmd		30.2-did-other.Rmd
30.4-nolinear-did.Rmd		30.4-nolinear-did.Rmd
30.5-did-concerns.Rmd		30.5-did-concerns.Rmd
31-changes-in-changes.Rmd		31-changes-in-changes.Rmd
32-synthetic-control.Rmd		32-synthetic-control.Rmd
33-event-study.Rmd		33-event-study.Rmd
34-instrumental_var.Rmd		34-instrumental_var.Rmd
34.2-examiner_design.Rmd		34.2-examiner_design.Rmd
34.4-proxy-var.Rmd		34.4-proxy-var.Rmd
35-matching-methods.Rmd		35-matching-methods.Rmd
35.1-part-other-concerns.Rmd		35.1-part-other-concerns.Rmd
36-endogeneity.Rmd		36-endogeneity.Rmd
37-biases.Rmd		37-biases.Rmd
38-dag.Rmd		38-dag.Rmd
39-controls.Rmd		39-controls.Rmd
39.1-part-miscel.Rmd		39.1-part-miscel.Rmd
40-report.Rmd		40-report.Rmd
41-EDA.Rmd		41-EDA.Rmd
42-sensitivity-robustness.Rmd		42-sensitivity-robustness.Rmd
43-rep_synthetic_data.Rmd		43-rep_synthetic_data.Rmd
44-hpc.Rmd		44-hpc.Rmd
50-appendix.Rmd		50-appendix.Rmd
50.1-Appendix.Rmd		50.1-Appendix.Rmd
50.2-bookdown_cheat_sheet.Rmd		50.2-bookdown_cheat_sheet.Rmd
50.3-references.Rmd		50.3-references.Rmd
CITATION.bib		CITATION.bib
DESCRIPTION		DESCRIPTION
README.md		README.md
_30.1-nonparametric_panel.Rmd		_30.1-nonparametric_panel.Rmd
_34.1-bartik-iv.Rmd		_34.1-bartik-iv.Rmd
_NLP in causal.Rmd		_NLP in causal.Rmd
_bookdown.yml		_bookdown.yml
_common.R		_common.R
_continuous_did.Rmd		_continuous_did.Rmd
_did_sim.Rmd		_did_sim.Rmd
_granular_iv.Rmd		_granular_iv.Rmd
_ml_causal.Rmd		_ml_causal.Rmd
_need_to_fix_iv.Rmd		_need_to_fix_iv.Rmd
_output.yml		_output.yml
_phacking.Rmd		_phacking.Rmd
_pretrend.Rmd		_pretrend.Rmd
_simulated_iv.Rmd		_simulated_iv.Rmd
_spatio_temporal_.Rmd		_spatio_temporal_.Rmd
_special_outcomes.Rmd		_special_outcomes.Rmd

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