Monthly Biological Variation of Five Lung Cancer Markers in Healthy Older Individuals: Evidence from Combined Prospective Cohort and Real-World Data Analyses 🌷doi.org/10.3343/alm.2025.052… Ann Lab Med. February 12, 2026. Ziyang Han #BayesianModel #LungCancer #TumorBiomarkers

A Bayesian joint bivariate longitudinal model examines structure-function relationships in glaucoma. New paper outlines slope estimation and prediction accuracy vs. SLR, supporting better monitoring of disease progression. #glaucoma #BayesianModel ow.ly/ZFYr50WyIqf

📊 Exploring Bayesian Techniques in Algorithmic Trading Bayesian methods provide a framework in which probabilities are updated as new information becomes available, making them particularly relevant for evolving financial systems. This project outlines how such techniques were applied to trading-related tasks involving price prediction, parameter adaptation, and risk evaluation. 🔍 Project Highlights • Built two deep learning models to forecast open prices of the Bank Nifty index and its top five constituents • Used 21 months of 1-minute data and 20 years of daily data for training/testing • Integrated techniques such as SMOTE for class imbalance and XGBoost for feature ranking • Applied Keras callbacks (EarlyStopping, ModelCheckpoint) to address overfitting • Focused on consensus-based signals, where both models must agree before executing trades • Managed minute-level and daily datasets using a MySQL database 🧠 Tools and Techniques Used TensorFlow & Keras Scikit-learn, XGBoost, TA-Lib SMOTE (Imbalanced-learn) Feature engineering with RSI, MFI, ATR, Bollinger Bands, and more Read the full guide with the entire project here: blog.quantinsti.com/introduc… 📚 For readers interested in related topics: Quant Roles Overview: quantinsti.com/quant-roles Quantitative Trader: quantinsti.com/articles/quan… Quant Analyst & Researcher: quantinsti.com/articles/quan… Quant Developer: quantinsti.com/quant-roles/q… Risk Analyst: quantinsti.com/articles/risk… 🔗 Learn more about the EPAT programme: quantinsti.com/epat 📣 🔴 Detailed EPAT Walkthrough & AMA | Live Webinar Join us for a dedicated session exploring the Executive Programme in Algorithmic Trading (EPAT). Get a comprehensive overview of the 6-month journey, support offered, alumni success, and post-programme career services. The session concludes with a live Q&A. 🗓️ Thursday, July 24, 2025 🕗 8:30 AM EST | 6:30 PM IST | 9:00 PM SGT 🎤 Speaker: Rohan Mathews, Global Business Head – QuantInsti 🔗 Register: quantinsti.com/epat #QuantInsti #EPAT #AlgorithmicTrading #QuantRoles #DeepLearning #PythonForFinance #BayesianModel #TradingSystems #FinancialData #Backtesting #QuantitativeFinance #FeatureEngineering

Out Now! Longitudinal profiling of low-abundance strains in microbiomes with ChronoStrain bit.ly/3RR64eE #Microbiology #Microbiome #BayesianModel

Bayesian Approach Enhances Understanding and Prediction of Leishmania Disease - scft.link/vXIMV Dr. Felix Pabon-Rodriguez from Indiana University School of Medicine and his team developed a Bayesian joint model to better understand and predict Leishmania disease progression. The research, published in PLOS ONE, integrates longitudinal data and time-to-event data to explore the interactions between pathogen load, immune responses, and disease outcomes. #BayesianModel #LeishmaniaResearch #InfectiousDisease #Biostatistics #ImmuneResponse #sciencefeatured #sciencenews

JM! Don't miss the opportunity to read the #originalarticle, #openaccess “Allergen #immunotherapy in #MASK-air users in real-life: Results of a #Bayesian mixed-effects model” published in the #CTA_Journal. Here 🔗 onlinelibrary.wiley.com/doi/… #allergen #MASKair #Bayesianmodel

Boosting sea state forecasts for the Aran Islands! This study combines local-scale forecasts and Bayesian Model Averaging to improve accuracy by 1-8%. An accessible method for anyone reliant on precise sea state predictions, with minimal computational power needed. 🌊⚡️ Tatjana Kokina (@koksikt), Daniel Santiago Peláez-Zapata, Thomas Brendan Murphy & Frédéric Dias (@FredericDiasUCD) @CentreBorelli -> doi.org/10.1017/eds.2023.31 #seastateforecast #BayesianModel #waves #wavestatistics #weatherprediction #Aran

New experiment: launching my @topmateHQ page today, where you can book a 1:1 call or ask any queries you may have. Whether you need help with a #BayesianModel, are looking for a #StatsModeling mentor, or even wanna chat on #GoingNomad -- I'm available! Best Bayesian wishes 🖖

6. Bayesian Model Bayesian Model Selection is a method of comparing the relative likelihoods of different hypotheses given the data and selecting the hypothesis with the highest likelihood. @hashnode @WeMakeDevs #bayesianmodel

New #research - Spatially Varying Intergenerational Changes in the Prevalence of Female Genital Mutilation/Cutting in #Nigeria: Lessons Learnt from a Recent Household #Survey - @DHSprogram #FGM #GBV #SDG5 #Geospatial #BayesianModel #DHSdata doi.org/10.1007/s12061-022-0…

Variational inference uses optimization, rather than integration, to approximate the marginal likelihood, and thereby the posterior, in a Bayesianmodel. 📄 arxiv.org/abs/2301.01236v1

New #research article related to our #ZeroDose work for @gavi - Conditional probability and ratio-based approaches for #mapping the coverage of multi-dose #vaccines - #Vaccination #BayesianModel #NigeriaDHS doi.org/10.1002/sim.9586

New #research led by @Chigedson - Conditional probability and ratio-based approaches for #mapping the coverage of multi-dose #vaccines - in @WileyGlobal #StatisticsInMedicine #ZeroDose #Vaccination #BayesianModel #NigeriaDHS doi.org/10.1002/sim.9586

New #research using our #population #opendata - The prevalence of #onchocerciasis in #Africa and #Yemen, 2000–2018: a #geospatial analysis - in @BMCMedicine led by @davidmpigott #BayesianModel bmcmedicine.biomedcentral.co…

Research Fellow @Chigedson is @RSSAnnualConf presenting our new national #immunisation coverage methodology Background on this @WHO and @UNICEF funded #ZeroDose project: worldpop.org/current-project… #StatsMethods #BayesianModel

My new paper is out in the ICES Journal of Mar. Sci.- @BouchardC_ et al: @ICES_ASC @OxfordJournals @OUPAcademic – tinyurl.com/5n7wcxns - #GlassEel #EuropeeanEel #recruitment #SpatialVariations #MediterraneanSea #BayesianModel @TourduValat @inrae_ecobiop @universite_uppa

The #originalarticle “#Allergenimmunotherapy in #MASK-air users in real-life: Results of a Bayesian mixed-effects model” published in the #CTA_Journal is available and #openaccess! 🔗Link: onlinelibrary.wiley.com/doi/… #allergen #bayesianmodel

A new Statistical Report in @ESAEcology: Integration of mark–recapture and acoustic detections for unbiased population estimation in animal communities doi.org/10.1002/ecy.3769 With #OpenData in @figshare @IBAHCM @__Biodiversity @CrinanJarrett #PopulationSize #BayesianModel

scCODA is a Bayesian model for compositional single-cell data analysis. #scRNAseq #DataAnalysis #BayesianModel nature.com/articles/s41467-0… @NatureComms

MRLocus: un novedoso modelo estadístico para determinar cómo la perturbación de la expresión génica o los elementos reguladores individuales afectarán a rasgos futuros. #NewResearch #GeneExpression #GWAS #eQTL #RPackage #BayesianModel (1/7)