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  • applied_micro_methods(2).zip

    本附件包括：
    • Quantile treatment effects in difference in differences models with panal data.pdf
    • 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
    • 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
  • 81.25 MB
  • 2021-9-7

  • applied_micro_methods(1).zip

    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
  • 76.2 MB
  • 2021-9-7

  • the effect.rar
       分章PDF

    本附件包括：
    • Chapter 18 - Difference-in-Differences The Effect.pdf
    • Chapter 19 - Instrumental Variables The Effect.pdf
    • Chapter 20 - Regression Discontinuity The Effect.pdf
    • Chapter 21 - A Gallery of Rogues Other Methods The Effect.pdf
    • Chapter 22 - Under the Rug The Effect.pdf
    • Introduction The Effect.pdf
    • The Effect An Introduction to Research Design and Causality The Effect.pdf
    • Chapter 1 - Designing Research The Effect.pdf
    • Chapter 2 - Research Questions The Effect.pdf
    • Chapter 3 - Describing Variables The Effect.pdf
    • Chapter 4 - Describing Relationships The Effect.pdf
    • Chapter 5 - Identification The Effect.pdf
    • Chapter 6 - Causal Diagrams The Effect.pdf
    • Chapter 7 - Drawing Causal Diagrams The Effect.pdf
    • Chapter 8 - Causal Paths and Closing Back Doors The Effect.pdf
    • Chapter 9 - Finding Front Doors The Effect.pdf
    • Chapter 10 - Treatment Effects The Effect.pdf
    • Chapter 11 - Causality with Less Modeling The Effect.pdf
    • Chapter 12 - Opening the Toolbox The Effect.pdf
    • Chapter 13 - Regression The Effect.pdf
    • Chapter 14 - Matching The Effect.pdf
    • Chapter 15 - Simulation The Effect.pdf
    • Chapter 16 - Fixed Effects The Effect.pdf
    • Chapter 17 - Event Studies The Effect.pdf
  • 10.98 MB
  • 2021-7-6

  • te.pdf
       Treatment Effects

  • 8.59 MB
  • 2017-6-16

  • 43 Treatment effects for survival models.mp4.zip

    本附件包括：
    • 43 Treatment effects for survival models.mp4
  • 8.54 MB
  • 2016-7-15

  • 42 Endogenous treatment effects.mp4.zip

    本附件包括：
    • 42 Endogenous treatment effects.mp4
  • 9.46 MB
  • 2016-7-15

  • 28 Treatment effects Propensity-score matching.mp4.zip

    本附件包括：
    • Treatment effects Propensity-score matching.mp4
  • 14.75 MB
  • 2016-7-15

  • 27 Treatment effects Nearest-neighbor matching.mp4.zip

    本附件包括：
    • Treatment effects Nearest-neighbor matching.mp4
  • 23.48 MB
  • 2016-7-15

  • 26 Treatment effects Augmented inverse-probability weighting.mp4.zip

    本附件包括：
    • Treatment effects Augmented inverse-probability weighting.mp4
  • 28.37 MB
  • 2016-7-15

  • 25 Treatment effects Inverse-probability weighted regression adjustment.mp4.zip

    本附件包括：
    • Treatment effects Inverse-probability weighted regression adjustme.mp4
  • 28.59 MB
  • 2016-7-15

  • 24 Treatment effects Inverse-probability weighting.mp4.zip

    本附件包括：
    • Treatment effects Inverse-probability weighting.mp4
  • 18.78 MB
  • 2016-7-15

  • 23 Treatment effects Regression adjustment.mp4.zip

    本附件包括：
    • Treatment effects Regression adjustment.mp4
  • 36.9 MB
  • 2016-7-15

  • 22 Introduction to treatment effects Part 2.mp4.zip

    本附件包括：
    • Introduction to treatment effects Part 2.mp4
  • 7.58 MB
  • 2016-7-15

  • 21 Introduction to treatment effects Part 1.mp4.zip

    本附件包括：
    • Introduction to treatment effects Part 1.mp4
  • 30.8 MB
  • 2016-7-15

  • 【stata 】Propensity scores for the estimation of average treatment effects in o.zip
       PSM模型的理论分析和stata应用

    本附件包括：
    • 【stata 】Propensity scores for the estimation of average treatment effects in observational studies.pdf
  • 471.54 KB
  • 2016-4-17

  • te.pdf
       Treatment Effects

  • 5.75 MB
  • 2013-6-11

  • 1. Tour of treatment effects in Stata.rar

    本附件包括：
    • 1. Tour of treatment effects in Stata.flv
  • 7.46 MB
  • 2013-6-10

  • 334149.pdf
       [原创]How to estimate Average treatment effects (Imbens and Wooldridge 2007NBER)

  • 266.6 KB
  • 2009-6-7

  • 315249.pdf
       Micro-Econometrics for Policy, Program, and Treatment Effects

  • 1.41 MB
  • 2009-4-14

  • 226650.pdf
       Cowles Commission Structural Models, Causal Effects and Treatment Effects A Synthesis (Un

  • 3.25 MB
  • 2008-7-12

  • 192103.zip
       Some papers on the Econometrics of Policy Evaluation

    本附件包括：
    • Dynamic discrete choice and dynamic treatment effects.pdf
    • Estimatin treatment effects for discrete outcomes when responses to treatment vary.pdf
    • Policy-relevant treatment effects.pdf
    • Direct estimation of policy impacts.pdf
    • Econometric evaluation of social programs part 1.pdf
    • Econometric evaluation of social programs, part II.pdf
    • Evaluating Marginal Policy Changes and the Average Effect.pdf
    • Fractional treatment rules for social diversification of indivisible.pdf
    • Identification problems and decisions under ambiguity.pdf
    • Making the most out of programme evaluations and social experiments.pdf
    • Matching as an econometric evaluation estimator.pdf
  • 5.5 MB
  • 2008-2-5

  • 192102.zip
       Some papers on the Econometrics of Policy Evaluation

    本附件包括：
    • Structural equations,treatment effects and policy evaluation.pdf
    • Program evaluation as a decision problem.pdf
    • Search profiling with partial knowledge of deterrence..pdf
    • Semiparametric reduced form estimation of.pdf
    • Statistical treatment rules for heterogeneous populations.pdf
    • The estimation of wage gains and welfare gains in self-selection.pdf
    • Understanding instrumental variables in models with essential heterogeneity.pdf
  • 3.13 MB
  • 2008-2-5

  • 144524.pdf
       Estimation of average treatment effects based on propensity score

  • 299.32 KB
  • 2007-8-7

  • 10143.rar
       [分享]Instrumental Variables and Treatment Effects

    本附件包括：
    • Instrumental Variables and Treatment Effects.doc
  • 61.76 KB
  • 2005-3-14

  • 10142.rar
       [分享]Instrumental Variables and Treatment Effects

    本附件包括：
    • Instrumental Variables and Treatment Effects.doc
  • 61.76 KB
  • 2005-3-14

  • 10141.rar
       [分享]regression discontinuity

    本附件包括：
    • Instrumental Variables and Treatment Effects.doc
  • 61.76 KB
  • 2005-3-14
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