Concepedia

Normalized Prediction Distribution Errors

Normalized Prediction Distribution Errors is a diagnostic metric that, as a specific type of prediction-based residual, transforms model-predicted probabilities into a standard normal distribution to evaluate the calibration and predictive performance of probabilistic models by assessing the discrepancy between observed outcomes and distributional predictions.

15

Publications

948

Citations

101

Authors

67

Institutions

Publications per year

2017–2026

8

Variants

Npde

Parents

Publications

15

Computing normalised prediction distribution errors to evaluate nonlinear mixed-effect models: The npde add-on package for R

Emmanuelle Comets, Karl Brendel, France Mentré · Computer Methods and Programs in Biomedicine · 2008 · 439 citations · Full text

, , +10

External evaluation of population pharmacokinetic models of vancomycin in neonates: the transferability of published models to different clinical settings

Wei Zhao, Florentia Kaguelidou, Valérie Biran et al. · British Journal of Clinical Pharmacology · 2012 · 112 citations · Full text

, , +17

External evaluation of population pharmacokinetic models for ciclosporin in adult renal transplant recipients

Junjun Mao, Zheng Jiao, Hwi‐yeol Yun et al. · British Journal of Clinical Pharmacology · 2017 · 65 citations · Full text

, , +17

A diagnostic tool for population models using non-compartmental analysis: The ncappc package for R

Chayan Acharya, Andrew C. Hooker, Gülbeyaz Yıldız Türkyılmaz et al. · Computer Methods and Programs in Biomedicine · 2016 · 63 citations · Full text

, , +17

Prospective Evaluation of a Model-Based Dosing Regimen for Amikacin in Preterm and Term Neonates in Clinical Practice

Anne Smits, Roosmarijn F. W. De Cock, Karel Allegaert et al. · Antimicrobial Agents and Chemotherapy · 2015 · 53 citations · Full text

, , +17

1–5 of 15

Authors

101

  1. CP
    Christoph P. Hornik

    Clinical Research Institute, United States

    2 publications · 34 citations

    2

    h-index

  2. EV
    Edmund V. Capparelli

    University of California San Diego, United States

    2 publications · 131 citations

    2

    h-index

  3. MD
    Meindert Danhof

    Leiden University, Netherlands

    2 publications · 93 citations

    2

    h-index

  4. MO
    Mats O. Karlsson

    Uppsala University, Sweden

    2 publications · 73 citations

    2

    h-index

  5. KA
    Karel Allegaert

    KU Leuven, Belgium

    2 publications · 165 citations

    2

    h-index

1–5 of 101

Institutions

67

  1. University of California San Diego

    San Diego, United States

    3 h-index

    3 publications

    171 citations

  2. Inserm

    Paris, France

    3 h-index

    5 publications

    801 citations

  3. Uppsala University

    Uppsala, Sweden

    2 h-index

    9 publications

    355 citations

  4. Children's Hospital of Philadelphia

    Philadelphia, United States

    2 h-index

    2 publications

    34 citations

  5. Université Paris Cité

    Paris, France

    2 h-index

    4 publications

    775 citations

  6. Peking University

    Beijing, China

    2 h-index

    5 publications

    130 citations

  7. St. Antonius Ziekenhuis

    Nieuwegein, The Netherlands

    2 h-index

    2 publications

    93 citations

  8. Clinical Research Institute

    Plymouth, United States

    2 h-index

    8 publications

    136 citations

1–8 of 67

Venues

  1. Therapeutic Drug Monitoring

    3 publications · 60 citations

    3

    h-index

  2. British Journal of Clinical Pharmacology

    BJCP · 2 publications · 177 citations

    2

    h-index

  3. Computer Methods and Programs in Biomedicine

    2 publications · 502 citations

    2

    h-index

  4. Antimicrobial Agents and Chemotherapy

    AAC · 2 publications · 72 citations

    2

    h-index

  5. Pharmaceutics

    1 publications · 26 citations

    1

    h-index

1–5