Abstract
This paper generalizes a result bySapozhnikov relating the structure of the optimal σ-field in unbiased estimation to the reducibility of certain linear subspaces of estimators. For this purpose, the concept of a measurable support of (uncountably infinite) sets consisting of random variables is introduced, which could be of general interest. It turns out, that for a wide class of measure spaces, measurable supports of any subsets of measurable functions exist.
Similar content being viewed by others
References
Bahadur, R. R.: Sufficiency and statistical decision functions. Ann. Math. Statist.25, 423–462 (1954).
Bourbaki, N.: Éléments de mathématique. XVIII. Espaces vectorielles topologiques. Chap. IV. Paris: Hermann. 1955.
Cigler, J., Reichel, H. C.: Topologie-eine Grundvorlesung. Mannheim: BI-Wissenschaftsverlag. 1978.
Halmos, P. R., Savage, L. J.: Application of the Radon-Nikodym theorem to the theory of sufficient statistics. Ann. Math. Statist.20, 225–241 (1949).
Klebanov, L. B.: “Universal” loss functions and unbiased estimation (Russian). Dokl. Akad. Nauk. SSSR203, 1249–1251 (1972).
Klebanov, L. B.: Unbiased estimation and convex loss functions (Russian). Zap. Nauchn. Sem. LOMI43, 40–52 (1974).
Kozek, A.: Minima of convex integral functionals and unbiased estimation. Probability and Math. Statist.1, 15–27 (1980).
Kozek, A.: On two necessary σ-fields and on universal loss functions. Probability and Math. Statist.1, 29–47 (1980).
Martineau, A.: Sur une propriété caractéristique d'un produit de droites. Arch. Math.9, 423–426 (1960).
Neveu, J.: Mathematische Grundlagen der Wahrscheinlichkeitstheorie. München-Wien: Oldenbourg. 1969.
Parthasarathy, K. R.: Probability Measures on Metric Spaces. New York: Academic Press. 1967.
Sapozhnikov, P. N.: Minimax and uniformly best unbiased estimates based on finite statistical structure with quadratic loss. SIAM Theor. Prob. Appl.23, 805–811 (1978).
Witting, H.: Mathematische Statistik. Stuttgart: Teubner. 1966.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Bomze, I.M. Measurable supports, reducible spaces and the structure of the optimal σ-field in unbiased estimation. Monatshefte für Mathematik 101, 27–38 (1986). https://doi.org/10.1007/BF01326844
Received:
Revised:
Issue Date:
DOI: https://doi.org/10.1007/BF01326844