Toward the best constant factor for the Rademacher-Gaussian tail comparison
ESAIM: Probability and Statistics (2007)
- Volume: 11, page 412-426
- ISSN: 1292-8100
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topPinelis, Iosif. "Toward the best constant factor for the Rademacher-Gaussian tail comparison." ESAIM: Probability and Statistics 11 (2007): 412-426. <http://eudml.org/doc/250122>.
@article{Pinelis2007,
abstract = { It is proved that the best constant factor in the Rademacher-Gaussian tail comparison is between two explicitly defined absolute constants c1 and c2 such that c2≈1.01 c1.
A discussion of relative merits of this result versus limit theorems is given.
},
author = {Pinelis, Iosif},
journal = {ESAIM: Probability and Statistics},
keywords = {Probability inequalities; Rademacher random variables; sums of independent random variables; Student's test; self-normalized sums.; probability inequalities; rademacher random variables; student's test; self-normalized sums},
language = {eng},
month = {8},
pages = {412-426},
publisher = {EDP Sciences},
title = {Toward the best constant factor for the Rademacher-Gaussian tail comparison},
url = {http://eudml.org/doc/250122},
volume = {11},
year = {2007},
}
TY - JOUR
AU - Pinelis, Iosif
TI - Toward the best constant factor for the Rademacher-Gaussian tail comparison
JO - ESAIM: Probability and Statistics
DA - 2007/8//
PB - EDP Sciences
VL - 11
SP - 412
EP - 426
AB - It is proved that the best constant factor in the Rademacher-Gaussian tail comparison is between two explicitly defined absolute constants c1 and c2 such that c2≈1.01 c1.
A discussion of relative merits of this result versus limit theorems is given.
LA - eng
KW - Probability inequalities; Rademacher random variables; sums of independent random variables; Student's test; self-normalized sums.; probability inequalities; rademacher random variables; student's test; self-normalized sums
UR - http://eudml.org/doc/250122
ER -
References
top- V. Bentkus, A remark on the inequalities of Bernstein, Prokhorov, Bennett, Hoeffding, and Talagrand. Lithuanian Math. J.42 (2002) 262–269.
- V. Bentkus, An inequality for tail probabilities of martingales with differences bounded from one side. J. Theoret. Probab.16 (2003) 161–173
- V. Bentkus, On Hoeffding's inequalities. Ann. Probab.32 (2004) 1650–1673.
- S.G. Bobkov, F. Götze, C. Houdré, On Gaussian and Bernoulli covariance representations. Bernoulli7 (2002) 439–451.
- G.E. Collins, Quantifier elimination for the elementary theory of real closed fields by cylindrical algebraic decomposition. Lect. Notes Comput. Sci.33 (1975) 134–183.
- M.L. Eaton, A probability inequality for linear combinations of bounded random variables. Ann. Statist.2 (1974) 609–614.
- D. Edelman, An inequality of optimal order for the tail probabilities of the T statistic under symmetry. J. Amer. Statist. Assoc.85 (1990) 120–122.
- B. Efron, Student's t test under symmetry conditions. J. Amer. Statist. Assoc.64 (1969) 1278–1302.
- S.E. Graversen, G. Peškir, Extremal problems in the maximal inequalities of Khintchine. Math. Proc. Cambridge Philos. Soc.123 (1998) 169–177.
- S. Łojasiewicz, Sur les ensembles semi-analytiques. Actes du Congrès International des Mathématiciens(Nice, 1970). Tome 2, Gauthier-Villars, Paris (1970) 237–241.
- I. Pinelis, Extremal probabilistic problems and Hotelling's T2 test under a symmetry condition. Ann. Statist.22 (1994) 357–368.
- I. Pinelis, Optimal tail comparison based on comparison of moments. High dimensional probability(Oberwolfach, 1996). Birkhäuser, Basel Progr. Probab. . 43 (1998) 297–314.
- I. Pinelis, Fractional sums and integrals of r-concave tails and applications to comparison probability inequalities Advances in stochastic inequalities (Atlanta, GA, 1997). Amer. Math. Soc., Providence, RI. 234Contemp. Math., . (1999) 149–168.
- I. Pinelis, On exact maximal Khinchine inequalities. High dimensional probability, II (Seattle, WA, 1999). Birkhäuser Boston, Boston, MA Progr. Probab.. 47 (2000) 49–63.
- I. Pinelis, Birkhäuser, Basel L'Hospital type rules for monotonicity: applications to probability inequalities for sums of bounded random variables. J. Inequal. Pure Appl. Math.3 (2002) Article 7, 9 pp. (electronic).
- I. Pinelis, Binomial upper bounds on generalized moments and tail probabilities of (super)martingales with differences bounded from above. IMS Lecture Notes Monograph Series 51 (2006) 33-52.
- I. Pinelis, On normal domination of (super)martingales. Electronic Journal of Probality 11 (2006) 1049-1070.
- I. Pinelis, On l'Hospital-type rules for monotonicity. J. Inequal. Pure Appl. Math.7 (2006) art40 (electronic).
- I. Pinelis, Exact inequalities for sums of asymmetric random variables, with applications. Probability Theory and Related Fields (2007) DOI . DOI10.1007/s00440-007-0055-4
- I. Pinelis, On inequalities for sums of bounded random variables. Preprint (2006) . URIhttp://arxiv.org/abs/math.PR/0603030
- A.A. Tarski, A Decision Method for Elementary Algebra and Geometry. RAND Corporation, Santa Monica, Calif. (1948).
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