Concepedia

Nonparametric Population Modeling

Nonparametric Population Modeling is a statistical approach within population pharmacokinetic modeling that estimates the distribution of pharmacokinetic parameters without assuming a predefined parametric form, thereby allowing greater flexibility in characterizing population heterogeneity.

49

Publications

2.8K

Citations

191

Authors

96

Institutions

Publications per year

2017–2026

9

Parents

Publications

49

Accurate Detection of Outliers and Subpopulations With Pmetrics, a Nonparametric and Parametric Pharmacometric Modeling and Simulation Package for R

Michael Neely, Michael G. van Guilder, Walter M. Yamada et al. · Therapeutic Drug Monitoring · 2012 · 474 citations · Full text

, , +17

Are Vancomycin Trough Concentrations Adequate for Optimal Dosing?

Michael Neely, Gilmer Youn, Brenda Jones et al. · Antimicrobial Agents and Chemotherapy · 2013 · 390 citations · Full text

, , +17

The Nested Dirichlet Process

Abel Rodríguez, David B. Dunson, Alan E. Gelfand · Journal of the American Statistical Association · 2008 · 305 citations

, , +15

Population Pharmacokinetics of High-Dose, Prolonged-Infusion Cefepime in Adult Critically Ill Patients with Ventilator-Associated Pneumonia

Anthony M. Nicasio, Robert E. Ariano, Sheryl Zelenitsky et al. · Antimicrobial Agents and Chemotherapy · 2009 · 121 citations · Full text

, , +17

Descriptive Statistics for Nonparametric Models I. Introduction

Peter J. Bickel, E. L. Lehmann · The Annals of Statistics · 1975 · 90 citations · Full text

, , +13

1–5 of 49

Authors

191

  1. RW
    Roger W. Jelliffe

    University of Southern California, United States

    9 publications · 1.2K citations

    9

    h-index

  2. MN
    Michael Neely

    University of Southern California, United States

    7 publications · 1.1K citations

    7

    h-index

  3. AS
    Alan Schumitzky

    University of Southern California, United States

    4 publications · 682 citations

    4

    h-index

  4. GD
    Giuseppe De Nicolao

    University of Pavia, Italy

    3 publications · 48 citations

    3

    h-index

  5. SG
    Sylvain Goutelle

    Hospices Civils de Lyon, France

    3 publications · 39 citations

    3

    h-index

1–5 of 191

Institutions

96

  1. University of Southern California

    Los Angeles, United States

    12 h-index

    38 publications

    5.4K citations

  2. Inserm

    Paris, France

    5 h-index

    16 publications

    495 citations

  3. Children's Hospital of Los Angeles

    Los Angeles, United States

    5 h-index

    14 publications

    1.4K citations

  4. University of Pavia

    Pavia, Italy

    3 h-index

    5 publications

    94 citations

  5. Université Claude Bernard Lyon 1

    Villeurbanne, France

    3 h-index

    14 publications

    179 citations

  6. Hospices Civils de Lyon

    Lyon, France

    3 h-index

    22 publications

    286 citations

  7. Laboratoire de Biométrie et Biologie Evolutive

    Villeurbanne, France

    3 h-index

    9 publications

    108 citations

  8. University of Padua

    Padua, Italy

    3 h-index

    4 publications

    191 citations

1–8 of 96

Venues

  1. Antimicrobial Agents and Chemotherapy

    AAC · 13 publications · 904 citations

    13

    h-index

  2. Clinical Pharmacology & Therapeutics

    CPT · 3 publications · 104 citations

    3

    h-index

  3. Therapeutic Drug Monitoring

    3 publications · 571 citations

    3

    h-index

  4. 3

    h-index

  5. 2

    h-index

1–5