Robert John Baraldi

Works (4)

Updated: July 5th, 2023 15:40

2016 article

Parameter Estimation Using Unidentified Individual Data in Individual Based Models

Banks, H. T., Baraldi, R., Catenacci, J., & Myers, N. (2016, January 1). Mathematical Modelling of Natural Phenomena.

By: H. Banks n, R. Baraldi n, J. Catenacci n & N. Myers n

author keywords: pharmacokinetics; pharmacodynamics; physiological based pharmacokinetic modeling; inter-individual parameter variability; uncertainty quantification; random differential equations; distribution estimation; Prohorov metric framework; aggregate population data
topics (OpenAlex): Statistical Methods and Bayesian Inference
TL;DR: This work proposes a novel method which accounts for inter-individual variability in experiments where only unidentified individual data is available, and results in more accurate quantification of the uncertainty attributed to inter- individual variability. (via Semantic Scholar)
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Source: Web Of Science
Added: August 6, 2018

2016 journal article

Validation of a mathematical model for green algae (Raphidocelis Subcapitata) growth and implications for a coupled dynamical system with Daphnia magna

Applied Sciences-Basel, 6(5).

By: M. Stemkovski, R. Baraldi, K. Flores & H. Banks

Source: NC State University Libraries
Added: August 6, 2018

2015 article

Uncertainty quantification in modeling HIV viral mechanics

Banks, H. T., Baraldi, R., Cross, K., Flores, K., McChesney, C., Poag, L., & Thorpe, E. (2015, June 1). Mathematical Biosciences & Engineering.

By: H. Banks*, R. Baraldi*, K. Cross*, K. Flores*, C. McChesney*, L. Poag*, E. Thorpe n

MeSH headings : Algorithms; Anti-HIV Agents / therapeutic use; CD4-Positive T-Lymphocytes / virology; Clinical Trials as Topic; HIV Infections / drug therapy; HIV Infections / physiopathology; HIV Infections / virology; HIV-1 / physiology; Humans; Least-Squares Analysis; Models, Biological; Models, Statistical; RNA, Viral / analysis; Reverse Transcriptase Inhibitors / therapeutic use; Uncertainty; Viral Load
topics (OpenAlex): HIV Research and Treatment; HIV/AIDS Research and Interventions; HIV/AIDS drug development and treatment
TL;DR: An in-host model for HIV-1 infection dynamics developed and validated with patient data in earlier work is considered and Bootstrapping and asymptotic theory are compared in the context of confidence intervals for the resulting parameter estimates. (via Semantic Scholar)
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Source: Web Of Science
Added: August 6, 2018

2014 conference paper

Uncertainty quantification for a model of HIV-1 patient response to antiretroviral therapy interruptions

2014 american control conference (acc), 2753–2758.

By: R. Baraldi, K. Cross, C. McChesney, L. Poag, E. Thorpe, K. Flores, H. Banks

Source: NC State University Libraries
Added: August 6, 2018

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