Bounds on generalized linear predictors with incomplete outcome data

Reliable Computing

Volumn 13, Issue 3, 2007, Pages 293-302

  Stoye, Jörg ^a  

^a NEW YORK UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LEAST SQUARES APPROXIMATIONS; PROBLEM SOLVING; REGRESSION ANALYSIS;

INCOMPLETE OUTCOME DATA; LINEAR PREDICTORS; OUTCOME DATA;

LINEAR PROGRAMMING;

EID: 33847745047     PISSN: 13853139     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11155-006-9030-5     Document Type: Article

References (15)

1. Andrews, D. W. K.: Inconsistency of the Bootstrap When a Parameter Is on the Boundary of the Parameter Space, Econometrica 68 (2) (2000), pp. 399-405.
2. DeRobertis, L. and Hartigan, J. A.: Bayesian Inference Using Intervals of Measures, Annals of Statistics 9 (2) (1981), pp. 235-244.
3. Efron, B.: Bootstrap Methods: Another Look at the Jackknife, Annals of Statistics 7 (1) (1979), pp. 1-26.
4. Person, S., Ginzburg, L., Kreinovich, V., Longpré, L., and Aviles, M.: Exact Bounds on Finite Populations of Interval Data, Reliable Computing 11 (3) (2005), pp. 207-233.
5. Goldberger, A. S.: A Course in Econometrics, Harvard University Press, Cambridge, 1991.
6. Hansen, L. P.: Large Sample Properties of Generalized Method of Moments Estimators, Econometrica 50 (4) (1982), pp. 1029-1054.
7. Hayashi, F.: Econometrics, Princeton University Press, Princeton, 2000.
8. Horowitz, J. L.: The Bootstrap, in: Heckman, J. J. and Learner, E. (eds), Handbook of Econometrics (Volume 5), Elsevier, Amsterdam, 2001, pp. 3159-3228.
9. Horowitz, J. L., Manski, C. F., Ponomareva, M., and Stoye, J.: Computation of Bounds on Population Parameters When the Data Are Incomplete, Reliable Computing 9 (6) (2003), pp. 419-440.
10. Imbens, G. and Manski, C. F.: Confidence Intervals for Partially Identified Parameters, Econometrica 72 (6) (2004), pp. 1845-1857.
11. Manski, C. F.: Partial Identification of Probability Distributions, Springer Verlag, New York, 2003.
12. Manski, C. F. and Straub, J.: Worker Perceptions of Job Insecurity in the Mid-1990s: Evidence from the Survey of Economic Expectations, Journal of Human Resources 35 (3) (2000), pp. 447-479.
13. Vansteelandt, S. and Goethgebeur, E.: Analyzing the Sensitivity of Generalized Linear Models to Incomplete Outcomes via the IDE Algorithm, Journal of Computational and Graphical Statistics 10 (4) (2001), pp. 656-672.
14. Wasserman, L. and Kadane, J. B.: Computing Bounds on Expectations, Journal of the American Statistical Association 87 (418) (1992), pp. 516-522.
15. Zhilin, S. I.: On Fitting Empirical Data under Interval Error, Reliable Computing 11 (5) (2005), pp. 433-442.