stochastic approximation expectation-maximization algorithm (SAS institute)

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SAS institute stochastic approximation expectation-maximization algorithm
Stochastic Approximation Expectation Maximization Algorithm, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/stochastic+approximation+expectation+maximization+algorithm/stochastic+approximation+expectation+maximization++saem++algorithm/pm31055791-55-10-17
Average 90 stars, based on 1 article reviews

stochastic approximation expectation-maximization algorithm - by Bioz Stars, 2026-09

90/100 stars

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Article Title: Online Stochastic DCA With Applications to Principal Component Analysis
Article Snippet: .. We combine DCA with stochastic approximations (SAs) in the online fashion: at each iteration, new data is used to construct an SA of G and one of a subgradient of H , and the solution is updated via DCA. ..

Article Title: Online Stochastic DCA With Applications to Principal Component Analysis
Article Snippet: .. The new schemes use the stochastic approximations (SAs) principle: deterministic quantities of the standard DCA are replaced by their noisy estimators constructed using newly arriving samples. ..

other:

Article Title: Asynchronous Stochastic Approximations With Asymptotically Biased Errors and Deep Multiagent Learning
Article Snippet: Tool set: Asynchronous Stochastic Approximations Stochastic approximation algorithms (SAs) encompass a class of iterative algorithms that are model-free and samplebased.

Article Title: Population pharmacokinetics and covariate-based dosing individualization of voriconazole in lung transplant recipients.
Article Snippet: This study aimed to explore pharmacokinetics of voriconazole and its covariates in lung transplant recipients using population approach in order to propose dosing individualization.. Data from routine therapeutic drug monitoring in adult lung transplant recipients treated with oral voriconazole were analysed with a three-stage population pharmacokinetic model using nonlinear mixed-effects modelling.. Monte Carlo simulations based on final voriconazole pharmacokinetic model were used to generate the theoretical distribution of pharmacokinetic profiles at various dosing regimens.

Article Title: A novel dosing approach for rituximab in glomerular diseases based on a population pharmacokinetic analysis.
Article Snippet: The model parameters were assumed to be log-normally distributed and were estimated by means of the maximum likelihood applying the SAEM (Stochastic Approximation Expectation Maximization) algorithm in Monolix Suite software version 2021R2 (Lixoft SAS, Antony, France).

Article Title: Superiority of ceftazidime off-label high-dose regimen in PK/PD target attainment during treatment of extensively drug-resistant Pseudomonas aeruginosa infections in cancer patients.
Article Snippet: 4th Department of Internal Medicine – Hematology, University Hospital Hradec Kralove and Faculty of Medicine in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic Department of Pharmacology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic Institute of Clinical Biochemistry, University Hospital Hradec Kralove and Charles University in Prague, Faculty of Medicine in Hradec Kralove, Hradec Kralove, Czech Republic Department of Clinical Pharmacy, Hospital Pharmacy, Faculty of Pharmacy in Hradec Kralove, Charles University and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic Department of Clinical Microbiology, University Hospital Hradec Kralove and Faculty of Medicine in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic

Concentration Assay:

Article Title: The acute effects of methoxphenidine on behaviour and pharmacokinetics profile in animal model.
Article Snippet: Methoxphenidine (MXP) is classified as a new psychoactive substance that has recently emerged on the illicit drug market.. Understanding the pharmacological and behavioural profiles of newly emerging drugs is essential for a better understanding of their psychotropic effects and potential toxicity.. Therefore, in this study, we investigated a broad range of effects of acute MXP administration: pharmacokinetics in the brain and serum; behaviour (open field and prepulse inhibition), systemic toxicity (lethal dose; LD 50), and histopathology changes in parenchymal organs of Wistar rats.

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Software:

Article Title: Population Pharmacokinetics of Prophylactic Cefazolin in Cardiac Surgery with Standard and Minimally Invasive Extracorporeal Circulation
Article Snippet: .. The Stochastic Approximation Expectation Maximization algorithm was used to estimate the model parameters by maximum likelihood in Monolix Suite software, version 2021R1 (Lixoft SAS, Antony, France), assuming the log-normal distribution of the parameters. ..

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