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Every paper Pith has read. Search by title, abstract, or pith.
342 papers in stat.AP · page 2
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Jeffreys Bayes estimator beats MLE on small Frank copula samples
Bivariate Frank Copula: Some More Results on Point Estimation of the Association Parameter from a Bayesian Perspective and Revisiting the Goodness of Fit Tests with an Application to Model Groundwater Data from Dong Thap, Vietnam
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Bayesian tensor model estimates multi-feature contact matrices
Bayesian Modeling and Prediction of Generalized Contact Matrices
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Jacobi prior adds closed-form Bayesian step to 9.5 MB edge disease detector
TinyBayes: Closed-Form Bayesian Inference via Jacobi Prior for Real-Time Image Classification on Edge Devices
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Bayesian averaging of fractional polynomials recovers optimal doses
Bayesian Fractional Polynomials for Optimal Dosage Estimation with Fish Nutrition Applications
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Two-level model improves route predictions for mobility apps
A Two-Level Plackett-Luce Model for preference modeling in smart mobility platforms
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Direct volume minimization gives conditional quantiles
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
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Organ donation counts recover to pre-pandemic baselines after COVID break
Scalable model selection for count time series with structural breaks: application to solid-organ transplantation during and after COVID-19 in the USA and Italy
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Linked tensor model shows varying fluoride effects on paired tooth diseases
Linked-Tucker Factorized Individualized Regression for Paired Multivariate Categorical Outcomes
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Linked Tucker model ties fluoride to fluorosis and soda to caries
Linked-Tucker Factorized Individualized Regression for Paired Multivariate Categorical Outcomes
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Counterfactual model fixes bias from uneven disease testing
Correcting heterogeneous diagnostic bias when developing clinical prediction models using causal hidden Markov models
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Repeated splits fix winner's curse in LLM adaptive benchmarks
Towards Reliable LLM Evaluation: Correcting the Winner's Curse in Adaptive Benchmarking
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Generative AI creates realistic data for better Monte Carlo method tests
Generative AI-Based Monte Carlo Simulation for Method Evaluation Using Synthetic Multilevel Data
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Causal estimate trims BP benefit on heart disease to 3.4%
Causal Inference of Blood Pressure Reduction and Coronary Heart Disease Risk in the Framingham Study
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Diffusion priors sharpen rain maps from microwave links
Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors
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Machine learning flags 143 silent US counties at fentanyl risk
Social Determinants of Health and Fentanyl Overdose Mortality Across US Counties: An XGBoost and SHAP Analysis Identifying Silent Risk Counties and Treatment Deserts
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Shrinkage prior with spatial links selects clustered predictors in Poisson models
Bayesian Region Selection and Prediction in Poisson Regression with Spatially Dependent Global-Local Shrinkage Prior
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BISG sampling matches Pew Jewish survey at fraction of cost
Improving Minority Population Sampling with BISG Probabilities: Evidence from a Survey of Jewish Americans
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Diversity selection builds versatile materials datasets
Building informative materials datasets beyond targeted objectives
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Randompack produces identical random sequences across languages and machines
Randompack: Cross-Platform Reproducible Random Number Generation and Distribution Sampling
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Directed network model eliminates fake SST links across land
A Convolution Process for Sea Surface Temperature Hot-Spot Identification in the Mediterranean Sea
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Bayesian model with boosting detects oncology trends 38% better
Forecasting Oncology Demand Trends with Boosting-Based Bayesian Conjugate Models
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Integrated p-value confirms only two gamma-ray burst classes
Confirmation of Binary Clustering in Gamma-Ray Bursts through an Integrated $p$-value from Multiple Nonparametric Tests of Hypotheses
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Video of dye plumes produces nonlinear PDE that linearizes via Cole-Hopf
From Video-to-PDE: Data-Driven Discovery of Nonlinear Dye Plume Dynamics
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Penalized KLIC curbs over-selection of complex GMM models in longitudinal data
Penalized KLIC Model Selection for the Generalized Method of Moments in Longitudinal Data with Time-Dependent Covariates
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Zero-inflated beta mixture improves microbiome mediation estimates
A Zero-Inflated Beta Mixture Model for Marginal Mediation Analysis with Compositional Microbiome Mediators
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DroughtFormer forecasts African droughts to 90 days
Prediction of Drought and Flash Drought in Africa at the Seasonal-to-Subseasonal Scale using the Community Research Earth Digital Intelligence Twin Framework
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Adaptive loading keeps white noise gain above a set floor
Adaptive Diagonal Loading for Norm Constrained Beamforming
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Neural network assigns climate probabilities across the Sahara
Probabilistic Classification and Uncertainty Quantification of Sahara Desert Climate Using Feedforward Neural Networks
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BOIN extensions handle selected dose combinations in phase I trials
BOIN Designs for Dose Escalation With Selected Dose Combinations in Oncology Phase I Trials
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Hybrid graph-SVR model boosts urban air pollution forecasts
Graph Convolutional Support Vector Regression for Robust Spatiotemporal Forecasting of Urban Air Pollution
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Entropic transport loss avoids local optima in clustering
On Model-Based Clustering With Entropic Optimal Transport
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AI agents rate psychiatric symptoms better than humans on tricky cases
ADAPTS: Agentic Decomposition for Automated Protocol-agnostic Tracking of Symptoms
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LLM agents rate depression interviews closer to experts than original raters
ADAPTS: Agentic Decomposition for Automated Protocol-agnostic Tracking of Symptoms
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Gait model yields misleading ratios under 10 percent
Evaluating the probative value of forensic gait analysis evidence using empirical data
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Ensemble filter cuts pose tracking error with quaternions
Pose Tracking with a Foundation Pose Model and an Ensemble Directional Kalman Filter
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Tweedie kernels unify estimation of zero-inflated densities
Tweedie-based nonparametric estimation for semicontinuous mixed densities
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SAFE framework controls error rates in trial safety data
Synergy Area with FDR-controlled Evaluation (SAFE) to robustly assess safety profile in clinical trials
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Two coded channels capture all tilt-defocus data in fixed-detector setup
Fixed-detector tilt--defocus sensing by upstream source coding in a time-reversed Young interferometer
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Semi-Markov regimes capture epidemic waves with random durations
Semi-Markov Models with Particle-Based Bayesian Inference for Epidemics
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NICU music studies shift from physiology to family bonds
Research trends in music-based interventions in neonatal intensive care units: a text mining and topic modeling study
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The paper constructs a continuous-time stochastic choice process for network formation…
A Behavioral Micro-foundation for Cross-sectional Network Models
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Scale-invariance fixes analogue ensemble volumes and dispersion
Structural and Lagrangian properties of analogue ensembles to characterize multifractality of stochastic processes
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Intraday risk curves boost asset selection
Large-Scale Asset Selection via Metric Dependence with Enriched High Frequency Information
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Point-curve objects improve asset selection for portfolios
Large-Scale Asset Selection via Metric Dependence with Enriched High Frequency Information
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AECM updates directions one by one for faster convergence in mixture noise
The AECM Algorithm for Deterministic Maximum Likelihood Direction Finding in the Presence of Gaussian Mixture Noise
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CNN outperforms standard ML at predicting pavement condition
Deep learning-based pavement performance modeling using multiple distress indicators and road work history
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Influence scores select compatible external controls to improve RCT precision
Adaptive Influence-Based Borrowing Framework for Improving Treatment Effect Estimation in RCTs Using External Controls
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Two-group split makes life detection feasible with small surveys
The Catastrophic Consequences of Agnosticism for Life Searches and a Possible Workaround
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TETRIS recovers multiple respiratory signals directly from PPG
Data-driven time-frequency tessellation for signals with oscillatory amplitude envelopes and instantaneous frequency, with application to photoplethysmograhy
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Graph choice and distance metric shape persistent-homology features for time series
Persistent Homology of Time Series through Complex Networks