Concepedia

Robust Small Area Estimation

Robust Small Area Estimation is a statistical methodology within small area estimation that specifically addresses the challenge of producing reliable and stable estimates for subnational or subpopulation groups in the presence of outliers, model misspecification, or data contamination, by incorporating techniques designed to minimize the influence of aberrant observations while maintaining efficiency under standard assumptions.

53

Publications

2K

Citations

69

Authors

54

Institutions

Publications per year

2017–2026

8

Parents

Publications

53

Small area estimation: the EBLUP estimator based on spatially correlated random area effects

Monica Pratesi, Nicola Salvati · Statistical Methods & Applications · 2007 · 168 citations

, , +11

Robust Estimation of Mean Squared Error of Small Area Estimators

Partha Lahiri, J. N. K. Rao · Journal of the American Statistical Association · 1995 · 152 citations

, , +16

Robust small area estimation

Sanjoy K. Sinha, J. N. K. Rao · Canadian Journal of Statistics · 2009 · 128 citations

, , +16

Outlier Robust Small Area Estimation

Ray Chambers, Hukum Chandra, Nicola Salvati et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2013 · 117 citations

, , +16

Robust Empirical Bayes Estimation of Means from Stratified Samples

Malay Ghosh, Parthasarathi Lahiri · Journal of the American Statistical Association · 1987 · 98 citations

, , +16

1–5 of 53

Authors

69

  1. NS
    Nicola Salvati

    University of Pisa, Italy

    14 publications · 618 citations

    13

    h-index

  2. RC
    Ray Chambers

    University of Wollongong, Australia

    11 publications · 477 citations

    11

    h-index

  3. NT
    Nikos Tzavidis

    University of Southampton, United Kingdom

    10 publications · 425 citations

    10

    h-index

  4. MP
    Monica Pratesi

    University of Pisa, Italy

    7 publications · 297 citations

    7

    h-index

  5. PL
    Partha Lahiri

    University of Maryland, College Park, United States

    5 publications · 327 citations

    5

    h-index

1–5 of 69

Institutions

54

  1. University of Pisa

    Pisa, Italy

    12 h-index

    21 publications

    917 citations

  2. University of Wollongong

    Wollongong, Australia

    9 h-index

    11 publications

    510 citations

  3. University of Southampton

    Southampton, United Kingdom

    9 h-index

    9 publications

    368 citations

  4. University of Nebraska–Lincoln

    Lincoln, United States

    6 h-index

    6 publications

    341 citations

  5. Carleton University

    Ottawa, Canada

    5 h-index

    8 publications

    524 citations

  6. Università Cattolica del Sacro Cuore

    Milan, Italy

    3 h-index

    3 publications

    63 citations

  7. Freie Universität Berlin

    Berlin, Germany

    3 h-index

    4 publications

    70 citations

  8. University of Florida

    Gainesville, United States

    3 h-index

    3 publications

    152 citations

1–8 of 54

Venues

  1. 4

    h-index

  2. Journal of Multivariate Analysis

    4 publications · 164 citations

    4

    h-index

  3. 4

    h-index

  4. Biometrika

    3 publications · 73 citations

    3

    h-index

  5. Canadian Journal of Statistics

    CJS · 3 publications · 167 citations

    3

    h-index

1–5