TY  - BOOK
AU  - Groeneboom,Piet
AU  - Jongbloed,Geurt
TI  - Nonparametric estimation under shape constraints: estimators, algorithms, and asymptotics 
T2  - Cambridge series in statistical and probabilistic mathematics 
SN  - 9780521864015 (hbk.)
U1  - 000SA.12 23
PY  - 2014///
CY  - New York :     
PB  - Cambridge University Press
KW  - Nonparametric statistics
KW  - Multivariate analysis
KW  - Mathematical statistics
KW  - Estimation theory
N1  - Includes bibliographical references (pages 401-408) and indexes; 1. Introduction; 
2. Basic estimation problems with monotonicity constraints; 
3. Asymptotic theory for the basic monotone problems; 
4. Other univariate problems involving monotonicity constraints; 
5. Higher dimensional problems; 
6. Lower bounds on estimation rates; 
7. Algorithms and computation; 
8. Shape and smoothness; 
9. Testing and confidence intervals; 
10. Asymptotic theory of smooth functionals; 
11. Pointwise asymptotic distribution theory for univariate problems; 
12. Pointwise asymptotic distribution theory for multivariate problems; 
13. Asymptotic distribution of global deviations;
References;
Author index;
Subject index
N2  - This book introduces basic concepts of shape constrained inference and guides the reader to current developments in the subject
ER  -