- (2004b): “Minimax estimation of linear functionals over nonconvex parameter spaces,†Annals of Statistics, 32(2), 552–576.
Paper not yet in RePEc: Add citation now
- (2009b): “Validity of subsampling and â€Âplug-in asymptotic†inference for parameters defined by moment inequalities,†Econometric Theory, 25(03), 669–709.
Paper not yet in RePEc: Add citation now
Abadie, A., and G. W. Imbens (2006): “Large sample properties of matching estimators for average treatment effects,†Econometrica, 74(1), 235–267.
Andrews, D. W. K. (2001): “Testing When a Parameter is on the Boundary of the Maintained Hypothesis,†Econometrica, 69(3), 683–734.
- Andrews, D. W. K., and P. Guggenberger (2009a): “Hybrid and Size-Corrected Subsampling Methods,†Econometrica, 77(3), 721–762.
Paper not yet in RePEc: Add citation now
Armstrong, T. B. (2015): “Adaptive testing on a regression function at a point,†The Annals of Statistics, 43(5), 2086–2101.
- Armstrong, T. B., and M. KolesaÃŒÂr (2016): “Simple and honest confidence intervals in nonparametric regression,†Unpublished manuscript.
Paper not yet in RePEc: Add citation now
Belloni, A., V. Chernozhukov, and C. Hansen (2014): “Inference on Treatment Effects after Selection among High-Dimensional Controls,†The Review of Economic Studies, 81(2), 608–650.
- Bound, J., D. A. Jaeger, and R. M. Baker (1995): “Problems with Instrumental Variables Estimation When the Correlation Between the Instruments and the Endogenous Explanatory Variable is Weak,†Journal of the American Statistical Association, 90(430), 443 – 450.
Paper not yet in RePEc: Add citation now
- Brown, L. D., and M. G. Low (1996): “Asymptotic equivalence of nonparametric regression and white noise,†Annals of Statistics, 24(6), 2384–2398.
Paper not yet in RePEc: Add citation now
- Brown, L. D., M. G. Low, and L. H. Zhao (1997): “Superefficiency in nonparametric function estimation,†The Annals of Statistics, 25(6), 2607–2625.
Paper not yet in RePEc: Add citation now
- Cai, T. T., and M. G. Low (2004a): “An adaptation theory for nonparametric confidence intervals,†Annals of Statistics, 32(5), 1805–1840.
Paper not yet in RePEc: Add citation now
- Cai, T. T., and Z. Guo (2015): “Confidence Intervals for High-Dimensional Linear Regression: Minimax Rates and Adaptivity,†Discussion paper, arXiv: 1506.05539.
Paper not yet in RePEc: Add citation now
- Cai, T. T., M. G. Low, and Y. Xia (2013): “Adaptive confidence intervals for regression functions under shape constraints,†The Annals of Statistics, 41(2), 722–750.
Paper not yet in RePEc: Add citation now
Cai, T. T., M. G. Low, and Z. Ma (2014): “Adaptive Confidence Bands for Nonparametric Regression Functions,†Journal of the American Statistical Association, 109(507), 1054–1070.
- Calonico, S., M. D. Cattaneo, and M. H. Farrell (2015): “On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference,†working paper.
Paper not yet in RePEc: Add citation now
Calonico, S., M. D. Cattaneo, and R. Titiunik (2014): “Robust Nonparametric Confidence Intervals for Regression-Discontinuity Designs,†Econometrica, 82(6), 2295– 2326.
- Cheng, M.-Y., J. Fan, and J. S. Marron (1997): “On automatic boundary corrections,†The Annals of Statistics, 25(4), 1691–1708.
Paper not yet in RePEc: Add citation now
- Chernozhukov, V., D. Chetverikov, and K. Kato (2014): “Anti-concentration and honest, adaptive confidence bands,†The Annals of Statistics, 42(5), 1787–1818.
Paper not yet in RePEc: Add citation now
- Cohen, J. (1988): Statistical Power Analysis for the Behavioral Sciences. Routledge.
Paper not yet in RePEc: Add citation now
- Donoho, D. L. (1994): “Statistical Estimation and Optimal Recovery,†The Annals of Statistics, 22(1), 238–270.
Paper not yet in RePEc: Add citation now
- Donoho, D. L., and M. G. Low (1992): “Renormalization Exponents and Optimal Pointwise Rates of Convergence,†The Annals of Statistics, 20(2), 944–970.
Paper not yet in RePEc: Add citation now
- Donoho, D. L., and R. C. Liu (1991): “Geometrizing Rates of Convergence, III,†The Annals of Statistics, 19(2), 668–701.
Paper not yet in RePEc: Add citation now
Drees, H. (1999): “On fixed-length confidence intervals for a bounded normal mean,†Statistics & Probability Letters, 44(4), 399–404.
- Fan, J. (1993): “Local Linear Regression Smoothers and Their Minimax Efficiencies,†The Annals of Statistics, 21(1), 196–216.
Paper not yet in RePEc: Add citation now
- Fan, J., and I. Gijbels (1996): Local Polynomial Modelling and Its Applications. Chapman & Hall/CRC.
Paper not yet in RePEc: Add citation now
- Gao, W. (2016): “Minimax linear estimation at a boundary point,†Discussion paper, Unpublished manuscript, Yale University.
Paper not yet in RePEc: Add citation now
- GineÃŒÂ, E., and R. Nickl (2010): “Confidence bands in density estimation,†The Annals of Statistics, 38(2), 1122–1170.
Paper not yet in RePEc: Add citation now
Hall, P., and J. Horowitz (2013): “A simple bootstrap method for constructing nonparametric confidence bands for functions,†The Annals of Statistics, 41(4), 1892–1921.
- Ibragimov, I. A., and R. Z. Khas’minskii (1985): “On Nonparametric Estimation of the Value of a Linear Functional in Gaussian White Noise,†Theory of Probability & Its Applications, 29(1), 18–32.
Paper not yet in RePEc: Add citation now
Ichimura, H., and P. E. Todd (2007): “Implementing nonparametric and semiparametric estimators,†in Handbook of Econometrics, ed. by J. J. Heckman, and E. E. Leamer, vol. 6B of Handbook of Econometrics, pp. 5369–5468. Elsevier.
Imbens, G. W., and K. Kalyanaraman (2012): “Optimal bandwidth choice for the regression discontinuity estimator,†The Review of Economic Studies, 79(3), 933–959.
Imbens, G. W., and T. Lemieux (2008): “Regression discontinuity designs: A guide to practice,†Journal of Econometrics, 142(2), 615–635.
- Ingster, Y. I., and I. A. Suslina (2003): Nonparametric goodness-of-fit testing under Gaussian models. Springer.
Paper not yet in RePEc: Add citation now
- Klemelä, J. (2014): Multivariate Nonparametric Regression and Visualization: With R and Applications to Finance. Wiley.
Paper not yet in RePEc: Add citation now
Lee, D. S. (2008): “Randomized experiments from non-random selection in U.S. House elections,†Journal of Econometrics, 142(2), 675–697.
Lee, D. S., and D. Card (2008): “Regression discontinuity inference with specification error,†Journal of Econometrics, 142(2), 655–674.
Leeb, H., and B. M. Pötscher (2005): “Model selection and inference: Facts and fiction,†Econometric Theory, 21(1), 21–59.
- Legostaeva, I. L., and A. N. Shiryaev (1971): “Minimax weights in a trend detection problem of a random process,†Theory of Probability & Its Applications, 16(2), 344–349.
Paper not yet in RePEc: Add citation now
- Lehmann, E. L., and J. P. Romano (2005): Testing statistical hypotheses. Springer, third edn.
Paper not yet in RePEc: Add citation now
- Li, K.-C. (1982): “Minimaxity of the Method of Regularization of Stochastic Processes,†The Annals of Statistics, 10(3), 937–942.
Paper not yet in RePEc: Add citation now
- Low, M. G. (1997): “On nonparametric confidence intervals,†The Annals of Statistics, 25(6), 2547–2554.
Paper not yet in RePEc: Add citation now
McCloskey, A. (2012): “Bonferroni-Based Size-Correction for Nonstandard Testing Problems, †Unpublished Manuscript, Brown University.
- Nussbaum, M. (1996): “Asymptotic equivalence of density estimation and Gaussian white noise,†The Annals of Statistics, 24(6), 2399–2430.
Paper not yet in RePEc: Add citation now
- Pratt, J. W. (1961): “Length of confidence intervals,†Journal of the American Statistical Association, 56(295), 549–567.
Paper not yet in RePEc: Add citation now
- Robins, J., and A. van der Vaart (2006): “Adaptive nonparametric confidence sets,†The Annals of Statistics, 34(1), 229–253.
Paper not yet in RePEc: Add citation now
- Sacks, J., and D. Ylvisaker (1978): “Linear Estimation for Approximately Linear Models, †The Annals of Statistics, 6(5), 1122–1137.
Paper not yet in RePEc: Add citation now
Schennach, S. M. (2015): “A bias bound approach to nonparametric inference,†Discussion paper, Cemmap working paper CWP71/15.
Staiger, D., and J. H. Stock (1997): “Instrumental Variables Regression with Weak Instruments,†Econometrica, 65(3), 557–586.
- Stone, C. J. (1980): “Optimal Rates of Convergence for Nonparametric Estimators,†The Annals of Statistics, 8(6), 1348–1360.
Paper not yet in RePEc: Add citation now
- Sun, Y. (2005): “Adaptive Estimation of the Regression Discontinuity Model,†working paper.
Paper not yet in RePEc: Add citation now
- Tsybakov, A. B. (2009): Introduction to nonparametric estimation. Springer.
Paper not yet in RePEc: Add citation now
- van de Geer, S., P. Bühlmann, Y. Ritov, and R. Dezeure (2014): “On asymptotically optimal confidence regions and tests for high-dimensional models,†The Annals of Statistics, 42(3), 1166–1202.
Paper not yet in RePEc: Add citation now
Zhang, C.-H., and S. S. Zhang (2014): “Confidence intervals for low dimensional parameters in high dimensional linear models,†Journal of the Royal Statistical Society: Series B (Statistical Methodology), 76(1), 217–242. α b 0.01 0.05 0.1