PARAMETRIC CONTINUITY IN DYNAMIC-PROGRAMMING PROBLEMS

Citation
Pk. Dutta et al., PARAMETRIC CONTINUITY IN DYNAMIC-PROGRAMMING PROBLEMS, Journal of economic dynamics & control, 18(6), 1994, pp. 1069-1092
Citations number
35
Categorie Soggetti
Economics
ISSN journal
01651889
Volume
18
Issue
6
Year of publication
1994
Pages
1069 - 1092
Database
ISI
SICI code
0165-1889(1994)18:6<1069:PCIDP>2.0.ZU;2-#
Abstract
We examine conditions under which the solutions to parametric families of dynamic programming problems are continuous in the parameters. Our main results are that parametric continuity obtains whenever either ( a) the family of dynamic programming problems satisfies strong (joint- ) continuity properties in the parameter and state or (b) if it satisf ies weaker (separate-) continuity requirements, provided these are sup plemented by either stronger assumptions on the transition probabiliti es or by monotonicity restrictions such as are common in economic mode lling. The usefulness of our results is illustrated by applying them t o some commonly used dynamic economic models.