Concepedia

Shape-constrained Estimation

Shape-Constrained Estimation is a nonparametric statistical method that restricts the estimated function to satisfy prespecified shape properties such as monotonicity, convexity, or concavity, thereby combining flexibility in functional form with economically or scientifically justified structural constraints.

88

Publications

4.4K

Citations

187

Authors

126

Institutions

Publications per year

2017–2026

30

Variants

Shape-restricted Estimation

Parents

Publications

88

Nonparametric option pricing under shape restrictions

Yacine Aı̈t-Sahalia, Jefferson Duarte · Journal of Econometrics · 2003 · 367 citations

, , +13

Shape constrained additive models

Natalya Pya, Simon N. Wood · Statistics and Computing · 2014 · 313 citations · Full text

, , +16

Constrained Statistical Inference: Inequality, Order, and Shape Restrictions

Athanasios C. Micheas · Journal of the American Statistical Association · 2006 · 215 citations

, , +13

Ceres’ evolution and present state constrained by shape data

Julie Castillo‐Rogez, T. B. McCord · Icarus · 2009 · 209 citations

, , +10

Convex Optimization, Shape Constraints, Compound Decisions, and Empirical Bayes Rules

Roger Koenker, Ivan Mizera · Journal of the American Statistical Association · 2013 · 187 citations

, , +17

1–5 of 88

Authors

187

  1. MC
    Mary C. Meyer

    Colorado State University, United States

    6 publications · 304 citations

    6

    h-index

  2. JL
    Joël L. Horowitz

    University of Iowa, United States

    4 publications · 162 citations

    4

    h-index

  3. BS
    Bodhisattva Sen

    Columbia University, United States

    4 publications · 146 citations

    4

    h-index

  4. CD
    Chuangyin Dang

    City University of Hong Kong, Hong Kong SAR China

    3 publications · 102 citations

    3

    h-index

  5. AG
    Adityanand Guntuboyina

    University of California, Berkeley, United States

    3 publications · 107 citations

    3

    h-index

1–5 of 187

Institutions

126

  1. Texas A&M University

    College Station, United States

    5 h-index

    7 publications

    185 citations

  2. University of California, Berkeley

    Berkeley, United States

    4 h-index

    7 publications

    251 citations

  3. Colorado State University

    Fort Collins, United States

    4 h-index

    4 publications

    245 citations

  4. University of Michigan

    Ann Arbor, United States

    4 h-index

    5 publications

    106 citations

  5. Columbia University

    New York, United States

    4 h-index

    5 publications

    209 citations

  6. Northwestern University

    Evanston, United States

    4 h-index

    4 publications

    158 citations

  7. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    3 publications

    96 citations

  8. City University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    5 publications

    151 citations

1–8 of 126

Venues

  1. Journal of Econometrics

    6 publications · 615 citations

    6

    h-index

  2. The Annals of Statistics

    6 publications · 360 citations

    6

    h-index

  3. Statistical Science

    4 publications · 136 citations

    4

    h-index

  4. 4

    h-index

  5. 3

    h-index

1–5