Order-of-Magnitude Bounds for Expectations Involving Quadratic Forms
de la Pena, Victor H. ; Klass, Michael J.
Ann. Probab., Tome 22 (1994) no. 4, p. 1044-1077 / Harvested from Project Euclid
Let $X_1, X_2,\ldots,X_n$ be independent mean-zero random variables and let $a_{ij}, 1 \leq i, j \leq n$, be an array of constants with $a_{ii} \equiv 0$. We present a method of obtaining the order of magnitude of $E\Phi(\sum_{1\leq i,j\leq n}a_{ij}X_iX_j)$ for any such $\{X_i\}$ and $\{a_{ij}\}$ and any nonnegative symmetric (convex) function $\Phi$ with $\Phi(0) = 0$ such that, for some integer $k \geq 0, \Phi(x^{2-k})$ is convex and simultaneously $\Phi(x^{2^{-k-1}})$ is concave on $\lbrack 0, \infty)$. The approximation is based on decoupling inequalities valid for all such mean-zero $\{X_i\}$ and reals $\{a_{ij}\}$ and a certain further "independentization" procedure.
Publié le : 1994-04-14
Classification:  Quadratic forms of random variables,  decoupling,  decoupling inequalities,  expectations of functions,  Khintchine's inequality,  maximal inequalities,  60E15,  60F25,  60G50
@article{1176988740,
     author = {de la Pena, Victor H. and Klass, Michael J.},
     title = {Order-of-Magnitude Bounds for Expectations Involving Quadratic Forms},
     journal = {Ann. Probab.},
     volume = {22},
     number = {4},
     year = {1994},
     pages = { 1044-1077},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1176988740}
}
de la Pena, Victor H.; Klass, Michael J. Order-of-Magnitude Bounds for Expectations Involving Quadratic Forms. Ann. Probab., Tome 22 (1994) no. 4, pp.  1044-1077. http://gdmltest.u-ga.fr/item/1176988740/