TY - BOOK AU - Andrews,Donald W.K. AU - Guggenberger,Patrik TI - Validity of subsampling and "plug-in asymptotic" inference for parameters defined by moment inequalities SN - 02664666 AV - HB139.T52 ECO PY - 2009/// CY - Cambridge PB - Cambridge University Press KW - Estimation theory KW - Scientific modelling KW - Statistical inference KW - Method of moments N2 - This paper considers inference for parameters defined by moment inequalities and equalities. The parameters need not be identified. For a specified class of test statistics, this paper establishes the uniform asymptotic validity of subsampling, m out of n bootstrap, and “plug-in asymptotic” tests and confidence intervals for such parameters. Establishing uniform asymptotic validity is crucial in moment inequality problems because the pointwise asymptotic distributions of the test statistics of interest have discontinuities as functions of the true distribution that generates the observations UR - https://doi.org/10.1017/S0266466608090257 ER -