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Comparison of Model Averaging and Model Selection in Dose Finding Trials Analyzed by Nonlinear Mixed Effect Models

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  1. Article

    Open Access

    Pharmacokinetics and Tolerability of Zibotentan in Patients with Concurrent Moderate Renal and Moderate Hepatic Impairment

    Zibotentan, a selective endothelin A receptor antagonist, is in development for chronic liver and kidney disease. The pharmacokinetics (PK) of zibotentan were previously investigated in patients with either re...

    Anne-Kristina Mercier, Mikael Sunnåker, Sebastian Ueckert in Clinical Pharmacokinetics (2023)

  2. Article

    Open Access

    Improved numerical stability for the bounded integer model

    This article highlights some numerical challenges when implementing the bounded integer model for composite score modeling and suggests an improved implementation. The improvement is based on an approximation ...

    Sebastian Ueckert, Mats O. Karlsson in Journal of Pharmacokinetics and Pharmacodynamics (2021)

  3. Article

    Open Access

    An Item Response Theory–Informed Strategy to Model Total Score Data from Composite Scales

    Composite scale data is widely used in many therapeutic areas and consists of several categorical questions/items that are usually summarized into a total score (TS). Such data is discrete and bounded by natur...

    Gustaf J. Wellhagen, Sebastian Ueckert, Maria C. Kjellsson in The AAPS Journal (2021)

  4. Article

    Open Access

    Performance of longitudinal item response theory models in shortened or partial assessments

    This work evaluates the performance of longitudinal item response (IR) theory models in shortened assessments using an existing model for part II and III of the MDS-UPDRS score. Based on the item information c...

    Leticia Arrington, Sebastian Ueckert in Journal of Pharmacokinetics and Pharmacody… (2020)

  5. Article

    Open Access

    Model-Based Conditional Weighted Residuals Analysis for Structural Model Assessment

    Nonlinear mixed effects models are widely used to describe longitudinal data to improve the efficiency of drug development process or increase the understanding of the studied disease. In such settings, the ap...

    Moustafa M. A. Ibrahim, Sebastian Ueckert, Svetlana Freiberga in The AAPS Journal (2019)

  6. Article

    Open Access

    Accelerating Monte Carlo power studies through parametric power estimation

    Estimating the power for a non-linear mixed-effects model-based analysis is challenging due to the lack of a closed form analytic expression. Often, computationally intensive Monte Carlo studies need to be emp...

    Sebastian Ueckert, Mats O. Karlsson in Journal of Pharmacokinetics and Pharmacody… (2016)

  7. Article

    Open Access

    Improved Utilization of ADAS-Cog Assessment Data Through Item Response Theory Based Pharmacometric Modeling

    This work investigates improved utilization of ADAS-cog data (the primary outcome in Alzheimer’s disease (AD) trials of mild and moderate AD) by combining pharmacometric modeling and item response theory (IRT).

    Sebastian Ueckert, Elodie L. Plan, Kaori Ito, Mats O. Karlsson in Pharmaceutical Research (2014)