applied_micro_methods(2).zip

大小:81.25 MB

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本附件包括：

• Econometric Methods for Program Evaluation.pdf
• Efficient Estimation for Staggered Rollout Designs.pdf
• Errors in the Dependent Variable of Quantile Regression Models.pdf
• Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effect.pdf
• External Validity in Fuzzy Regression Discontinuity Designs.pdf
• Extremal Quantile Regressions for Selection Models and the Black-White Wage Gap（2014)..pdf
• Extremal Quantile Regressions for Selection Models and the Black-White Wage Gap（2018)..pdf
• Factorial Designs, Model Selection,and (Incorrect) Inference in Randomized Experiments.pdf
• Fuzzy Differences-in-Differences（2012）..pdf
• Fuzzy Differences-in-Differences（2017）..pdf
• How Much Should We Trust Staggered DID Estimates.pdf
• Identification and Extrapolation with IV.pdf
• Inference in Differences-in-Differences with Few Treated Groups and Heteroskedasticity.pdf
• Inference in Instrumental Variable Analysis with Heterogeneous Treatment Effects.pdf
• Inference in Linear Regression Models with Many Covariates and Heteroscedasticity.pdf
• Inference in Regression Discontinuity Designs with a Discrete Running Variable.pdf
• Inference with Arbitrary Clustering.pdf
• Inference with DID Revisited.pdf
• Inference with Few Heterogeneous Clusters(Paper).pdf
• Inference with Few Heterogeneous Clusters(PPT).pdf
• Instrument-based estimation with binarized treatments_Issues and tests for the exclusion restriction.pdf
• Instruments with Heterogeneous Effects_Bias, Monotonicity, and Localness.pdf
• Interpreting OLS Estimands When Treatment Effects Are Heterogeneous_Smaller Groups Get Larger Weights.pdf
• Kleven, H. J. (2016). Bunching. Annual Review of Economics 8, 435–464..pdf
• Matching Methods for Causal Inference with Time-Series Cross-Section Data.pdf
• Matrix Completion Methods for Causal Panel Data Models..pdf
• Network and Panel Quantile Effects via Distribution Regression..pdf
• Non-random exposure to exogenous shocks-Theory and Applications.pdf
• Nonparametric Bounds for Causal Effects in Imperfect Randomized Experiments.pdf
• On Bunching and Identification of the Taxable Income Elasticity.pdf
• On Estimating Multiple Treatment Effects with Regression.pdf
• On the Role of Covariates in the Synthetic Control Method.pdf
• On_Event_Studies_and_Distributed_Lags_in_Two_Way_Fixed_Effects_Models.pdf
• Optimal Bandwidth Choice for Robust Bias-Corrected Inference in Regression Riscontinuity Designs..pdf
• Optimal Inference in a Class of Regression Models..pdf
• Optimized Regression Discontinuity Designs.pdf
• Panel Data and Experimental Design..pdf
• Policy Evaluation with Multiple Instrumental Variables.pdf
• Pre-event Trends in the Panel Event-Study Design.pdf
• Quantile Treatment Effects in Difference in Differences Models under Dependence Restrictions and with Only Two Time Periods..pdf
• Quantile treatment effects in difference in differences models with panal data.pdf
• Quasi-Experimental Shift-Share Research Designs.pdf
• Regression Discontinuity Designs Using Covariates..pdf
• Revisiting Event Study Designs_Robust and Efficient Estimatation.pdf
• Robust Standard Errors in Small Samples_Some Practical Advice.pdf
• Sampling-Based Versus Design-Based Uncertainty in Regression Analysis..pdf
• Shift-Share Designs_Theory and Inference..pdf
• Simple and Honest Confidence Intervals in Non-parametric Regression..pdf
• Simple local polynomial density estimators..pdf
• Simultaneous Selection of Optimal Bandwidths for the Sharp Regression Discontinuity Estimator..pdf
• Small Sample Methods for Cluster Robust Variance Estimation and Hypothesis Testing in Fixed Effects Models.pdf
• Small-Sample Methods for Cluster-Robust Variance Estimation and Hypothesis Testing in Fixed Effects Models.pdf
• Sufficient Statistics Revisited.pdf
• Synthetic Controls with Imperfect Pre-Treatment Fit..pdf
• Synthetic Controls with Staggered Adoption.pdf
• Synthetic Difference in Differences.pdf
• Testing continuity of a density via g-order statistics in the regression discontinuity design.pdf
• Testing Treatment Effect Heterogeneity in Regression Discontinuity Designs.pdf
• The Augmented Synthetic Control.pdf
• The casual interpretation of two-stage least squares with multiple instrumental variables.pdf
• The Effect of Minimum Wages on Low-Wage Jobs..pdf
• The Generalized Oaxaca-Blinder Estimator.pdf
• The Role of Parallel Trends in Event Study Settings_An Application to Environmental Economics.pdf
• The Wild Bootstrap with a Small Number of Large Clusters.pdf
• Two-Stage Differences-in-Differences.pdf
• Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects.pdf
• Two-Way Fixed Effects, the Two-Way Mundlak Regression, and DID Estimators.pdf
• Unbiased Instrumental Variables Estimation under Known First-Stage Sign..pdf
• Using instrumental variables for inference about policy relevant treatment parameters.pdf
• Using Synthetic Controls_Feasibility, Data Requirements, and Methodological Aspects.pdf
• Valid t-ratio Inference for IV.pdf
• Visualization, Identification, and Estimation in the Linear Panel Event-Study Design.pdf
• Weak Instruments in Instrumental Variables Regression_Theory and Practice.pdf
• Weak Instruments in IV Regression_Theory and Practice.pdf
• Weak-instrument robust inference for two-sample instrumentalvariables regression.pdf
• Weak-Instrument Robust Inference for Two-Sample IV Regression.pdf
• When Is Parallel Trends Sensitive to Functional Form.pdf
• When Should We (Not) Interpret Linear IV Estimands as LATE.pdf
• When Should You Adjust Standard Errors for Clustering.pdf
• Why High Order Polynomials Should Not Be Used in Regression Discontinuity Designs.pdf

applied_micro_methods(1).zip

大小:76.2 MB

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本附件包括：

• A Closed-Form Estimator for Quantile Treatment Effects with Endogeneity.pdf
• A General Double Robustness Result for Estimating Average Treatment Effects(2014).pdf
• A General Double Robustness Result for Estimating Average Treatment Effects(2016).pdf
• A model averaging approach for the ordered Probit and Nested Logit Models with Applications(supplementary materials).pdf
• A Model averaging approach for the ordered Probit and Nested Logit Models with Applications.pdf
• A Permutation Test for the Regression Kink Design.pdf
• A regression discontinuity evaluation of the policy effects of environmental regulations.pdf
• A Simple Way to Assess Inference Methods..pdf
• A Varying Coefficient Approach to Estimating Hedonic Housing Price Functions and their Quantiles.pdf
• An Automatic Finite_Sample Robustness Metric_Can Dropping a Little Data Change Conclusions.pdf
• An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls..pdf
• An Honest Approach to Parallel Trends.pdf
• Apollo.pdf
• applied micro-methods.pdf
• Approximate Permutation Tests and Induced Order Statistics.pdf
• Are Sufficient Statistics Necessary_Nonparametric Measurement of Deadweight Loss from Unemployment.pdf
• Average Gaps and Oaxaca–Blinder Decompositions_A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes..pdf
• Bartik Instruments_What, When, and How.pdf
• Bootstrap Inference for Propensity Score Matching..pdf
• Bootstrap Inference of Matching Estimators for Average Treatment Effects.pdf
• Broken or Fixed Effects.pdf
• Calonico, S., M. D. Cattaneo, and M. H. Farrell (2020). rdrobust.pdf
• Causal Inference _The Mixtape.pdf
• Channeling Fisher_Randomization Tests and the Statistical In significance of Seemingly Significant Experimental Results (2016).pdf
• Channeling Fisher_Randomization Tests and the Statistical In significance of Seemingly Significant Experimental Results (2019).pdf
• Cherry Picking with Synthetic Controls(2020).pdf
• Cherry Picking with Synthetic Controls（2017）.pdf
• Clustering and External Validity in Randomized Controlled Trials.pdf
• Conditional Quantile Estimators_A Small Sample Theory.pdf
• Consistency Without Inference_Instrumental Variables in Practical Application.pdf
• Correcting for Endogeneity in Models with Bunching.pdf
• Counterfactual Treatment Effects Estimation and Inference.pdf
• Decomposing Wage Distributions using Recentered Influence Function Regressions.pdf
• Design-Based Analysis in Difference-In-Differences Settings with Staggered Adoption.pdf
• Difference-in-Differences Estimation with Spatial Spillovers..pdf
• Difference-in-Differences with Multiple Time Periods.pdf
• Difference-in-Differences with Variation in Treatment Timing(2018 working paper).pdf
• Difference-in-Differences with Variation in Treatment Timing(2021).pdf
• Distributional Tests for Regression Discontinuity_Theory and Empirical Examples.pdf
• Do Fiscal Rules Matter_AER(2016).pdf
• Double Robustness in Estimation of Casual Treatment Effects(PPT).pdf
• Double-Robust Identification for Causal Panel Data Models.pdf
• Doubly Robust Difference-in-Differences Estimators.pdf
• Dynamic Bunching Estimation with Panel Data.pdf