Model Evaluation

Model Evaluation is a systematic process within Pharmacokinetic-Pharmacodynamic Modeling and Population Pharmacokinetics that belongs to the broader class of model assessment methods, distinguished by its focus on verifying the adequacy, robustness, and predictive performance of mathematical models through diagnostic plots, statistical tests, and validation techniques.

5.2K

Publications

451.3K

Citations

19.1K

Authors

4.4K

Institutions

Publications per year

2017–2026

1.6K

Parents

Pharmacokinetic-pharmacodynamic ModelingPopulation Pharmacokinetics

Children

Covariate Model AssessmentNonlinear Mixed-effects Model DiagnosticsNormalized Prediction Distribution ErrorsObjective Function ValuePrediction-corrected Visual Predictive Checks

Publications

5.2K

Alternative Ways of Assessing Model Fit

Michael W. Browne, Robert Cudeck · Sociological Methods & Research · 1992 · 25.2K citations

Social Sciences, Biostatistics, Econometrics +11

When to use and how to report the results of PLS-SEM

Joseph F. Hair, Jeffrey J. Risher, Marko Sarstedt et al. · European Business Review · 2018 · 24.2K citations

Social Sciences, Educational Measurement, Method Validation +16

<b>lmerTest</b> Package: Tests in Linear Mixed Effects Models

Alexandra Kuznetsova, Per B. Brockhoff, Rune Haubo Bojesen Christensen · Journal of Statistical Software · 2017 · 23.4K citations · Full text

Public Health, Biostatistics, Experimental Design +16

SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules

Antoine Daina, Olivier Michielin, Vincent Zoete · Scientific Reports · 2017 · 17.1K citations · Full text

Pharmacy, Medicinal Chemistry, Pharmacokinetics +16

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Aki Vehtari, Andrew Gelman, Jonah Gabry · Statistics and Computing · 2016 · 5.4K citations · Full text

Computing, Data Science, Bayesian Data Analysis +11

1–5 of 5.2K

Authors

19.1K

LB
Lewis B. Sheiner
University of California, San Francisco, United States
32 publications · 5.2K citations
26
h-index
LA
Leon Aarons
University of Manchester, United Kingdom
31 publications · 1.6K citations
26
h-index
MO
Mats O. Karlsson
Uppsala University, Sweden
45 publications · 3.8K citations
26
h-index
FM
France Mentré
Inserm, France
37 publications · 2.2K citations
24
h-index
AR
Amin Rostami‐Hodjegan
University of Manchester, United Kingdom
28 publications · 1.6K citations
23
h-index

1–5 of 19.1K

Institutions

4.4K

1–8 of 4.4K

Venues

Clinical Pharmacology & Therapeutics
CPT · 91 publications · 5.8K citations
44
h-index
Antimicrobial Agents and Chemotherapy
AAC · 132 publications · 6.1K citations
44
h-index
Statistics in Medicine
92 publications · 8.5K citations
43
h-index
CPT Pharmacometrics & Systems Pharmacology
PSP · 137 publications · 7.5K citations
41
h-index
British Journal of Clinical Pharmacology
BJCP · 131 publications · 5.3K citations
41
h-index

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