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Groeneboom, Piet

Information bounds and nonparametric maximum likelihood estimation / Piet Groeneboom and Jon A. Wellner - Basel : Birkhauser, 1992 - VIII, 126 p. ; 24 cm. - DMV Seminar ; 19 .

Contents. Part I Information bounds 1. Models, scores, and tangent spaces. 2. Convolution and asymptotic minimax theorems. 3. Van der Vaart's differentiability theorem. Part II Nonparametric maximum likelihood estimation. 1. The interval censoring problem. 2. The deconvolutioon problem. 3. Algorithms. 4. Consistency. 5. Distribution theory.

ISBN: 0817627944

Subjects--Topical Terms:
Factor analysis
Nonparametric statistics
Estimation theory

LC Class. No.: QA278.5.G76