(Q38223051)

31 August 2017

Covariate selection in pharmacometric analyses: a review of methods (English)

1 reference

31 August 2017

1 reference

Matthew M Hutmacher

1

1 reference

PMCID

4294083

31 August 2017

Kenneth G Kowalski

series ordinal

2

1 reference

PMCID

4294083

31 August 2017

language of work or name

English

0 references

publication date

1 January 2015

1 reference

British Journal of Clinical Pharmacology

31 August 2017

1 reference

31 August 2017

79

1 reference

31 August 2017

132-147

1 reference

31 August 2017

1

1 reference

Application of a single-objective, hybrid genetic algorithm approach to pharmacokinetic model building

31 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Bayesian information criterion for longitudinal and clustered data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

A fast method for testing covariates in population PK/PD Models

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Stepwise selection in small data sets: a simulation study of bias in logistic regression analysis

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Confirmatory analysis for phase III population pharmacokinetics

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Importance of shrinkage in empirical bayes estimates for diagnostics: problems and solutions

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Comparison of the Akaike Information Criterion, the Schwarz criterion and the F test as guides to model selection.

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

A bootstrap resampling procedure for model building: Application to the cox regression model

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Building population pharmacokineticpharmacodynamic models. I. Models for covariate effects

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Objective Bayes model selection in probit models.

23 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Performance of using multiple stepwise algorithms for variable selection

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Automated covariate selection and Bayesian model averaging in population PK/PD models.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

The lasso--a novel method for predictive covariate model building in nonlinear mixed effects models.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

A genetic algorithm-based, hybrid machine learning approach to model selection.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Efficient screening of covariates in population models using Wald's approximation to the likelihood ratio test

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Assessment of actual significance levels for covariate effects in NONMEM.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Design evaluation for a population pharmacokinetic study using clinical trial simulations: a case study.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Automated covariate model building within NONMEM.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Interaction between structural, statistical, and covariate models in population pharmacokinetic analysis.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

Interspecies scaling, allometry, physiological time, and the ground plan of pharmacokinetics.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4294083

A new look at the statistical model identification

31 August 2018

1 reference

Regression and time series model selection in small samples

21 January 2018

1 reference

Estimating the Dimension of a Model

21 January 2018

1 reference

Things I have learned (so far).

21 January 2018

1 reference

Assessing the accuracy of the maximum likelihood estimator: Observed versus expected Fisher information

21 January 2018

1 reference

Modeling the exposure-response relationship of etanercept in the treatment of patients with chronic moderate to severe plaque psoriasis

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24962797

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Commentary on significance levels for covariate effects in NONMEM

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24962797

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1111/BCP.12451

1 reference

31 August 2017

1 reference

31 August 2017

1 reference

PMCID

4294083