On the philosophy of Cramér-Rao-Bhattacharya Inequalities in Quantum Statistics Export

@article{citeulike:5158710, abstract = {To any parametric family of states of a finite level quantum system we associate a space of Fisher maps and introduce the natural notions of Cram\'er-Rao-Bhattacharya tensor and Fisher information form. This leads us to an abstract Cram\'er-Rao-Bhattacharya lower bound for the covariance matrix of any finite number of unbiased estimators of parameteric functions. A number of illustrative examples is included. Modulo technical assumptions of various kinds our methods can be applied to infinite level quantum systems as well as parametric families of classical probability distributions on Borel spaces.}, archivePrefix = {arXiv}, author = {Parthasarathy, K. R.}, citeulike-article-id = {5158710}, citeulike-linkout-0 = {http://arxiv.org/abs/0907.2210}, citeulike-linkout-1 = {http://arxiv.org/pdf/0907.2210}, day = {13}, eprint = {0907.2210}, keywords = {cramer-rao, fisher, quantum}, month = {Jul}, posted-at = {2009-07-15 14:05:34}, priority = {2}, title = {On the philosophy of Cram\'er-Rao-Bhattacharya Inequalities in Quantum Statistics}, url = {http://arxiv.org/abs/0907.2210}, year = {2009} }

TY - JOUR ID - citeulike:5158710 L3 - citeulike-article-id:5158710 N2 - To any parametric family of states of a finite level quantum system we associate a space of Fisher maps and introduce the natural notions of Cram\'er-Rao-Bhattacharya tensor and Fisher information form. This leads us to an abstract Cram\'er-Rao-Bhattacharya lower bound for the covariance matrix of any finite number of unbiased estimators of parameteric functions. A number of illustrative examples is included. Modulo technical assumptions of various kinds our methods can be applied to infinite level quantum systems as well as parametric families of classical probability distributions on Borel spaces. TI - On the philosophy of Cram\'er-Rao-Bhattacharya Inequalities in Quantum Statistics KW - cramer-rao KW - fisher KW - quantum AU - Parthasarathy, KR PY - 2009/Jul/13/ UR - http://arxiv.org/abs/0907.2210 ER -