Search Results - "Statistics - Methodology"

A Tutorial on What to Do With Skewness, Kurtosis, and Outliers: New Insights to Help Scholars Conduct and Defend Their Research.

Iacobucci, Dawn¹ (AUTHOR) dawn.iacobucci@vanderbilt.edu, Román, Sergio² (AUTHOR), Moon, Sangkil³ (AUTHOR), Rouziès, Dominique⁴ (AUTHOR)

Non parametric combination methodology for comparing multiple samples under heteroscedasticity.

Barzizza, Elena¹ (AUTHOR) elena.barzizza@unipd.it, Ceccato, Riccardo² (AUTHOR)

Locally Differentially Private Two-Sample Testing

Kent, Alexander, Berrett, Thomas B., Yu, Yi

Paired comparison models with strength-dependent ties and order effects

Glickman, Mark E.

A studentized permutation test for the treatment effect in individual participant data meta-analysis

Tran, Phuc Thien, Xu, Long-Hao, Röver, Christian, Friede, Tim

Bayesian nonparametric clustering for spatio-temporal data, with an application to air pollution

Aiello, Luca, Argiento, Raffaele, Legramanti, Sirio, Paci, Lucia

Two-stage MCMC for Fast Bayesian Inference of Large Spatio-temporal Ordinal Data, with Application to US Drought

Hepler, Staci, Erhardt, Rob

Density Ratio Permutation Tests with connections to distributional shifts and conditional two-sample testing

Bordino, Alberto, Berrett, Thomas B.

Inhomogeneous mark correlation functions for general marked point processes

Moradi, Mehdi, Eckardt, Matthias

Joint space-time modelling for upper daily maximum and minimum temperature record-breaking

Castillo-Mateo, Jorge, Gracia-Tabuenca, Zeus, Asín, Jesús, Cebrián, Ana C., Gelfand, Alan E.

A Time-Scaled ETAS Model for Earthquake Forecasting

Das, Agniva, K, Muralidharan

Bayesian Inference for Spatially-Temporally Misaligned Data Using Predictive Stacking

Pan, Soumyakanti, Banerjee, Sudipto

Data Fusion for Partial Identification of Causal Effects

Lanners, Quinn, Rudin, Cynthia, Volfovsky, Alexander, Parikh, Harsh

Multi-task Learning for Heterogeneous Data via Integrating Shared and Task-Specific Encodings

Sui, Yang, Xu, Qi, Bai, Yang, Qu, Annie

Partially-shared Imaging Regression on Integrating Heterogeneous Brain-Cognition Associations across Alzheimer's Diagnoses

Sui, Yang, Xu, Qi, Li, Ting, Bai, Yang, Qu, Annie

Estimating dynamic transmission rates with a Black-Karasinski process in stochastic SIHR models using particle MCMC

Drennan, Avery, Covington, Jeffrey, Han, Dan, Attilio, Andrew, Lee, Jaechoul, Posner, Richard, Doerry, Eck, Mihaljevic, Joseph, Chen, Ye

Adaptive finite element type decomposition of Gaussian processes

Kim, Jaehoan, Bhattacharya, Anirban, Pati, Debdeep

A2 Copula-Driven Spatial Bayesian Neural Network For Modeling Non-Gaussian Dependence: A Simulation Study

Aich, Agnideep, Hewage, Sameera, Murshed, Md Monzur, Aich, Ashit Baran, Mayeaux, Amanda, Dey, Asim K., Das, Kumer P., Wade, Bruce

Non-null Shrinkage Regression and Subset Selection via the Fractional Ridge Regression

Park, Sihyung, Stefanski, Leonard A.

Hub Detection in Gaussian Graphical Models

Gómez, José Á. Sánchez, Mo, Weibin, Zhao, Junlong, Liu, Yufeng