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Michael Jansson
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Michael Jansson
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    • Working Papers
  • lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators (with Matias Cattaneo, Rajita Chandak, and Xinwei Ma)
    Journal of Open Source Software, 10(107), 7241, 2025
    Paper | Replication | Software

  • Nearly Efficient Likelihood Ratio Tests of a Unit Root in an Autoregressive Model of Arbitrary Order (with Samuel Brien and Morten Nielsen)
    Econometric Theory, 40(5), 1159-1183, 2024
    Paper

  • Bootstrap-Assisted Inference for Generalized Grenander-type Estimators (with Matias Cattaneo and Kenichi Nagasawa)
    Annals of Statistics, 52(4), 1509-1533, 2024
    Paper | Supplement | Replication

  • Boundary Adaptive Local Polynomial Conditional Density Estimators (with Matias Cattaneo, Rajita Chandak, and Xinwei Ma)
    Bernoulli,  30(4), 3193-3223, 2024
    Paper | Supplement | Replication | Software

  • Local Regression Distribution Estimators (with Matias Cattaneo and Xinwei Ma)
    Journal of Econometrics, 240(2), 105074, 2024
    Paper | Supplement | Replication | Software

  • Average Density Estimators: Efficiency and Bootstrap Consistency (with Matias Cattaneo)
    Econometric Theory, 38(6), 1140-1174, 2022
    Paper

  • lpdensity: Local Polynomial Density Estimation and Inference (with Matias Cattaneo and Xinwei Ma)
    Journal of Statistical Software, 101(2), 1-25, 2022
    Paper | Replication | Software

  • Bootstrap-Based Inference for Cube Root Asymptotics (with Matias Cattaneo and Kenichi Nagasawa)
    Econometrica, 88(5), 2203-2219, 2020
    Paper | Supplement | Replication

  • Simple Local Polynomial Density Estimators (with Matias Cattaneo and Xinwei Ma)
    Journal of the American Statistical Association, 115(531), 1449-1455, 2020
    Paper | Supplement | Replication | Software

  • Two-step Estimation and Inference with Possibly Many Included Covariates (with Matias Cattaneo and Xinwei Ma)
    Review of Economic Studies, 86(3), 1095-1122, 2019
    Paper | Supplement

  • Inference in Linear Regression Models with Many Covariates and Heteroscedasticity (with Matias Cattaneo and Whitney Newey)
    Journal of the American Statistical Association, 113(523), 1350-1361, 2018
    Paper | Supplement | Replication

  • Kernel-Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency (with Matias Cattaneo)
    Econometrica, 86(3), 955-995, 2018
    Paper | Supplement

  • Alternative Asymptotics and the Partially Linear Model with Many Regressors (with Matias Cattaneo and Whitney Newey)
    Econometric Theory, 34(2), 277-301, 2018
    Paper | Replication

  • Manipulation Testing based on Density Discontinuity (with Matias Cattaneo and Xinwei Ma)
    Stata Journal, 18(1), 234-261, 2018
    Paper | Software

  • Improved Likelihood Ratio Tests for Cointegration Rank in the VAR Model (with Peter Boswijk and Morten Nielsen)
    Journal of Econometrics, 184(1), 97-110, 2015
    Paper

  • Bootstrapping Density-Weighted Average Derivatives (with Matias Cattaneo and Richard Crump)
    Econometric Theory, 30(6), 1135-1164, 2014
    Paper | Supplement

  • Small Bandwidth Asymptotics for Density-Weighted Average Derivatives (with Matias Cattaneo and Richard Crump)
    Econometric Theory, 30(1), 176-200, 2014
    Paper

  • Generalized Jackknife Estimators of Weighted Average Derivatives [with Comments and Rejoinder] (with Matias Cattaneo and Richard Crump)
    Journal of the American Statistical Association, 108(504), 1243-1268, 2013
    Paper | Comments and Rejoinder | Supplement | Replication

  • Nearly Efficient Likelihood Ratio Tests of the Unit Root Hypothesis (with Morten Nielsen)
    Econometrica, 80(5), 2321-2332, 2012
    Paper | Software

  • Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors (with Matias Cattaneo and Richard Crump)
    Journal of Econometrics, 167(1), 1-15, 2012
    Paper

  • Nearly Efficient Likelihood Ratio Tests for Seasonal Unit Roots (with Morten Nielsen)
    Journal of Time Series Econometrics, 3(1), Article 5, 2011
    Paper

  • Robust Data-Driven Inference for Density-Weighted Average Derivatives (with Matias Cattaneo and Richard Crump)
    Journal of the American Statistical Association, 105(491), 1070-1083, 2010
    Paper | Supplement

  • Finite Sample Inference for Quantile Regression Models (with Victor Chernozhukov and Christian Hansen)
    Journal of Econometrics, 152(2), 93-103, 2009
    Paper

  • Admissible Invariant Similar Tests for Instrumental Variables Regression (with Victor Chernozhukov and Christian Hansen)
    Econometric Theory, 25(3), 806-818, 2009
    Paper

  • Optimal Invariant Inference when the Number of Instruments is Large (with Laura Chioda)
    Econometric Theory, 25(3), 793-805, 2009
    Paper

  • Semiparametric Power Envelopes for Tests of the Unit Root Hypothesis
    Econometrica, 76(5), 1103-1142, 2008
    Paper

  • Inference Approaches for Instrumental Variable Quantile Regression (with Victor Chernozhukov and Christian Hansen)
    Economics Letters, 95(2), 272-277, 2007
    Paper

  • Optimal Inference in Regression Models with Nearly Integrated Regressors (with Marcelo Moreira)
    Econometrica, 74(3), 681-714, 2006
    Paper

  • Improving Size and Power in Unit Root Testing (with Niels Haldrup)
    Palgrave Handbook of Econometrics, Volume 1: Econometric Theory, 252-277, 2006
    Preprint

  • Tests of the Null Hypothesis of Cointegration Based on Efficient Tests for a Unit MA Root
    Identification and Inference in Econometric Models: Essays in Honor of Thomas J. Rothenberg, 357-374, 2005
    Paper

  • Optimal Power for Testing Potential Cointegrating Vectors with Known Parameters for Nonstationarity (with Graham Elliott and Elena Pesavento)
    Journal of Business & Economic Statistics, 23(1), 34-48, 2005
    Paper

  • Point Optimal Tests of the Null Hypothesis of Cointegration
    Journal of Econometrics, 124(1), 187-201, 2005
    Paper

  • The Error in Rejection Probability of Simple Autocorrelation Robust Tests
    Econometrica, 72(3), 937-946, 2004
    Paper

  • Stationarity Testing with Covariates
    Econometric Theory, 20(1), 56-94, 2004
    Paper

  • Testing for Unit Roots with Stationary Covariates (with Graham Elliott)
    Journal of Econometrics, 115(1), 75-89, 2003
    Paper

  • Consistent Covariance Matrix Estimation for Linear Processes
    Econometric Theory, 18(6), 1449-1459, 2002
    Paper

  • Regression Theory for Nearly Cointegrated Time Series (with Niels Haldrup)
    Econometric Theory, 18(6), 1309-1335, 2002
    Paper

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