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In this paper we study the applicability of the bootstrap to do inference on Manski's maximum score estimator under the full generality of the model.
Conditional logit analysis of qualitative choice behavior
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Maximum score estimation of the stochastic utility model of choice
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Semiparametric analysis of discrete response. Asymptotic properties of the maximum score estimator
Manski, C. F. (1985) · 1985
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Operational characteristics of maximum score estimation
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Limiting behavior of estimators defined by optimization
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Non-parametric analysis of a generalized regression model: The maximum rank correlation estimator
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Cube root asymptotics
Kim, J. and Pollard, D. (1990) · 1990
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Empirical Processes: Theory and Applications
Pollard, D. (1990) · 1990
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A smoothed maximum score estimator for the binary response model
Horowitz, J. (1992) · 1992
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Multivariate Density Estimation: Theory, Practice, and Visualization
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On the computation of semiparametric estimates in limited dependent variable models
Pinkse, C. (1993) · 1993
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Matrix Analysis and Applied Linear Algebra
Meyer, C. D. (2001) · 2001
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Bootstrap critical values for tests based on the smoothed maximum score estimator
Horowitz, J. (2002) · 2002
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On the bootstrap of the maximum score estimator
Abrevaya, J. and Huang, J. (2005) · 2005
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Uniform in bandwidth consistency of kernel-type function estimators
Einmahl, U. and Mason, D. (2005) · 2005
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On m m out of n n bootstrapping for nonstandard m-estimation with nuisance parameters
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Rates of strong uniform consistency for local least squares kernel regression estimators
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The limiting distribution of the maximum rank correlation estimator
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Billingsley, P. (1995) · 1995
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The Jackknife and Bootstrap
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Bickel, P. J., Götze, F., and van Zwet, W. R. (1997) · 1997
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Subsampling inference in cube root asymptotics with an application to manski’s maximum score estimator
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Computation of maximum score type estimators by mixed integer programming
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Robust estimation in binary choice models
Kotlyarova, Y. and Zinde-Walsh, V. (2009) · 2009
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Dynamic time series binary choice
de Jong, R. M. and Woutersen, T. (2011) · 2011
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