Publications
70 results found
Sjostedt-de Luna S, Young GA, 2003, The bootstrap and kriging prediction intervals, Scandinavian Journal of Statistics, Vol: 30, Pages: 175-192, ISSN: 0303-6898
Young GA, 2003, Better bootstrapping by constrained prepivoting, Metron, Vol: 61, Pages: 227-242, ISSN: 0026-1424
Young GA, De Angelis D, 2002, Bootstrap method, Biostatistical genetics and genetic epidemiology, Editors: Elston, Olson, Palmer, Chichester, Publisher: Wiley, ISBN: 9780471486312
Putter H, Young GA, 2001, On the effect of covariance function estimation on the accuracy of kriging predictors, BERNOULLI, Vol: 7, Pages: 421-438, ISSN: 1350-7265
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- Citations: 34
Brown BM, Hall P, Young GA, 2001, The smoothed median and the bootstrap, BIOMETRIKA, Vol: 88, Pages: 519-534, ISSN: 0006-3444
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- Citations: 8
Lee SMS, Young GA, 2000, Hybrid resampling methods for confidence intervals - Comment, STATISTICA SINICA, Vol: 10, Pages: 43-46, ISSN: 1017-0405
Hall P, Lee SMS, Young GA, 2000, Importance of interpolation when constructing double-bootstrap confidence intervals, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, Vol: 62, Pages: 479-491, ISSN: 1369-7412
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- Citations: 8
Lee SMS, Young GA, 1999, Nonparametric likelihood ratio confidence intervals, BIOMETRIKA, Vol: 86, Pages: 107-118, ISSN: 0006-3444
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- Citations: 12
Lee SMS, Young GA, 1999, The effect of Monte Carlo approximation on coverage error of double-bootstrap confidence intervals, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, Vol: 61, Pages: 353-366, ISSN: 1369-7412
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- Citations: 21
Brown BM, Hall P, Young GA, 1997, On the effect of inliers on the spatial median, JOURNAL OF MULTIVARIATE ANALYSIS, Vol: 63, Pages: 88-104, ISSN: 0047-259X
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- Citations: 8
DeAngelis D, Fachin S, Young GA, 1997, Bootstrapping unit root tests, APPLIED ECONOMICS, Vol: 29, Pages: 1155-1161, ISSN: 0003-6846
Lee SMS, Young GA, 1997, Estimation of the distribution function of a standardized statistic, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, Vol: 59, Pages: 383-400, ISSN: 0035-9246
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- Citations: 1
Lee SMS, Young GA, 1996, Comment, Statistical Science, Vol: 11, Pages: 221-223, ISSN: 0883-4237
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- Citations: 1
DiCiccio TJ, Martin MA, Stern SE, et al., 1996, Information bias and adjusted profile likelihoods, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, Vol: 58, Pages: 189-203, ISSN: 0035-9246
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- Citations: 45
Lee SMS, Young GA, 1996, Sequential iterated bootstrap confidence intervals, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, Vol: 58, Pages: 235-251, ISSN: 0035-9246
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- Citations: 7
LEE SMS, YOUNG GA, 1995, ASYMPTOTIC ITERATED BOOTSTRAP CONFIDENCE-INTERVALS, ANNALS OF STATISTICS, Vol: 23, Pages: 1301-1330, ISSN: 0090-5364
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- Citations: 34
YOUNG GA, 1994, BOOTSTRAP - MORE THAN A STAB IN THE DARK, STATISTICAL SCIENCE, Vol: 9, Pages: 382-395, ISSN: 0883-4237
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- Citations: 110
BERAN R, EFRON B, GRAMBSCH PM, et al., 1994, BOOTSTRAP - MORE THAN A STAB IN THE DARK - COMMENTS AND REJOINDER, STATISTICAL SCIENCE, Vol: 9, Pages: 395-415, ISSN: 0883-4237
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- Citations: 1
LEE S, YOUNG GA, 1994, PRACTICAL HIGHER-ORDER SMOOTHING OF THE BOOTSTRAP, STATISTICA SINICA, Vol: 4, Pages: 445-459, ISSN: 1017-0405
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- Citations: 7
Young GA, 1994, Rejoinder, Statistical Science, Vol: 9, Pages: 411-415, ISSN: 0883-4237
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- Citations: 2
DICICCIO TJ, MARTIN MA, YOUNG GA, 1994, ANALYTICAL APPROXIMATIONS TO BOOTSTRAP DISTRIBUTION-FUNCTIONS USING SADDLEPOINT METHODS, STATISTICA SINICA, Vol: 4, Pages: 281-295, ISSN: 1017-0405
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- Citations: 12
DICICCIO TJ, MARTIN MA, YOUNG GA, 1993, ANALYTICAL APPROXIMATIONS TO CONDITIONAL DISTRIBUTION-FUNCTIONS, BIOMETRIKA, Vol: 80, Pages: 781-790, ISSN: 0006-3444
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- Citations: 7
DEANGELIS D, HALL P, YOUNG GA, 1993, ANALYTICAL AND BOOTSTRAP APPROXIMATIONS TO ESTIMATOR DISTRIBUTIONS IN L(1) REGRESSION, JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol: 88, Pages: 1310-1316, ISSN: 0162-1459
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- Citations: 36
DiCiccio TJ, Martin MA, Young GA, 1993, Analytical Approximations to Conditional Distribution Functions, Biometrika, Vol: 80, Pages: 781-781, ISSN: 0006-3444
DEANGELIS D, HALL P, YOUNG GA, 1993, A NOTE ON COVERAGE ERROR OF BOOTSTRAP CONFIDENCE-INTERVALS FOR QUANTILES, MATHEMATICAL PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, Vol: 114, Pages: 517-531, ISSN: 0305-0041
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- Citations: 10
DiCiccio TJ, Martin MA, Young GA, 1992, Analytical approximations for iterated bootstrap confidence intervals, Statistics and Computing, Vol: 2, Pages: 161-171, ISSN: 0960-3174
Standard algorithms for the construction of iterated bootstrap confidence intervals are computationally very demanding, requiring nested levels of bootstrap resampling. We propose an alternative approach to constructing double bootstrap confidence intervals that involves replacing the inner level of resampling by an analytical approximation. This approximation is based on saddlepoint methods and a tail probability approximation of DiCiccio and Martin (1991). Our technique significantly reduces the computational expense of iterated bootstrap calculations. A formal algorithm for the construction of our approximate iterated bootstrap confidence intervals is presented, and some crucial practical issues arising in its implementation are discussed. Our procedure is illustrated in the case of constructing confidence intervals for ratios of means using both real and simulated data. We repeat an experiment of Schenker (1985) involving the construction of bootstrap confidence intervals for a variance and demonstrate that our technique makes feasible the construction of accurate bootstrap confidence intervals in that context. Finally, we investigate the use of our technique in a more complex setting, that of constructing confidence intervals for a correlation coefficient. © 1992 Chapman & Hall.
DICICCIO TJ, MARTIN MA, YOUNG GA, 1992, FAST AND ACCURATE APPROXIMATE DOUBLE BOOTSTRAP CONFIDENCE-INTERVALS, BIOMETRIKA, Vol: 79, Pages: 285-295, ISSN: 0006-3444
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- Citations: 38
DiCiccio TJ, Martin MA, Young GA, 1992, Fast and Accurate Approximate Double Bootstrap Confidence Intervals, Biometrika, Vol: 79, Pages: 285-285, ISSN: 0006-3444
DEANGELIS D, YOUNG GA, 1992, SMOOTHING THE BOOTSTRAP, INTERNATIONAL STATISTICAL REVIEW, Vol: 60, Pages: 45-56, ISSN: 0306-7734
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- Citations: 48
DICICCIO TJ, MARTIN MA, YOUNG GA, 1991, AN INVARIANCE PROPERTY OF MARGINAL DENSITY AND TAIL PROBABILITY APPROXIMATIONS FOR SMOOTH FUNCTIONS, STATISTICS & PROBABILITY LETTERS, Vol: 12, Pages: 249-255, ISSN: 0167-7152
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- Citations: 1
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