Concentration of Random Quotients
Lawton, William H.
Ann. Math. Statist., Tome 39 (1968) no. 6, p. 466-480 / Harvested from Project Euclid
The present paper proposes a definition of relative concentration of random variables about a given constant, and studies the relationship between two stochastic denominators $Z_1$ and $Z_2$ which causes the random quotient $X/Z_1$ to be more concentrated about zero than $X/Z_2$. In this paper we shall always assume that the numerator and denominator are independent. Two necessary and sufficient conditions, and several sufficient conditions for $X/Z_1$ to be more concentrated about zero than $X/Z_2$ are given in Section 4. The results of Section 4 are used in Section 5 to obtain generalizations of a theorem due to Hajek (1957) on the generalized Student's $t$-distribution. Sections 6 and 7 use these generalized theorems to produce tests and confidence intervals for several Behrens-Fisher type problems. Finally, Section 8 contains a proof of the randomization theorem stated in Section 4. In particular, Section 6 is concerned with the extension of a result in Lawton (1965) on Lord's $u$-statistic to the case of unequal sample sizes. Section 7 gives methods for constructing confidence intervals for linear combinations of means from $k$ normal populations
Publié le : 1968-04-14
Classification: 
@article{1177698410,
     author = {Lawton, William H.},
     title = {Concentration of Random Quotients},
     journal = {Ann. Math. Statist.},
     volume = {39},
     number = {6},
     year = {1968},
     pages = { 466-480},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1177698410}
}
Lawton, William H. Concentration of Random Quotients. Ann. Math. Statist., Tome 39 (1968) no. 6, pp.  466-480. http://gdmltest.u-ga.fr/item/1177698410/