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Stat. Anal. Data Min.
2008
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2024
2008
2024
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Publications
volume 17, number 1, 2024
Andrew Simpson
,
Semhar Michael
,
Dylan Borchert
,
Christopher Saunders
,
Larry Tang
Modeling subpopulations for hierarchically structured data.
Stat. Anal. Data Min.
17 (1) (2024)
Lucas Koepke
,
Mary Gregg
,
Michael Frey
A machine learning oracle for parameter estimation.
Stat. Anal. Data Min.
17 (1) (2024)
Maoyu Zhang
,
Wenlin Dai
On difference-based gradient estimation in nonparametric regression.
Stat. Anal. Data Min.
17 (1) (2024)
Eric A. E. Gerber
,
Bruce A. Craig
Residuals and diagnostics for multinomial regression models.
Stat. Anal. Data Min.
17 (1) (2024)
Michael P. B. Gallaugher
,
Xuwen Zhu
Modeling matrix variate time series via hidden Markov models with skewed emissions.
Stat. Anal. Data Min.
17 (1) (2024)
Juhyeon Kim
,
Soyoung Park
,
Alicia L. Carriquiry
A deep learning approach for the comparison of handwritten documents using latent feature vectors.
Stat. Anal. Data Min.
17 (1) (2024)
Zhan Liu
,
Xuesong Chen
,
Ruohan Li
,
Lanbao Hou
Bayesian inference for nonprobability samples with nonignorable missingness.
Stat. Anal. Data Min.
17 (1) (2024)
Laila A. Al-Essa
,
Shakaiba Shafiq
,
Deniz Ozonur
,
Farrukh Jamal
Study of a bounded interval perks distribution with quantile regression analysis.
Stat. Anal. Data Min.
17 (1) (2024)
Seungha Um
,
Samrachana Adhikari
Considerations in Bayesian agent-based modeling for the analysis of COVID-19 data.
Stat. Anal. Data Min.
17 (1) (2024)
Jinwen Liang
,
Maozai Tian
Imputed quantile vector autoregressive model for multivariate spatial-temporal data.
Stat. Anal. Data Min.
17 (1) (2024)
Zahra Nouri
,
Vahid Kiani
,
Hamid Fadishei
Rarity updated ensemble with oversampling: An ensemble approach to classification of imbalanced data streams.
Stat. Anal. Data Min.
17 (1) (2024)
Niu Xiaoyu
,
Yuzhu Tian
,
Man-Lai Tang
,
Maozai Tian
Multivariate contaminated normal mixture regression modeling of longitudinal data based on joint mean-covariance model.
Stat. Anal. Data Min.
17 (1) (2024)
Scott A. Vander Wiel
,
Michael J. Grosskopf
,
Isaac J. Michaud
,
Denise Neudecker
Driving mode analysis - How uncertain functional inputs propagate to an output.
Stat. Anal. Data Min.
17 (1) (2024)
Florian Combes
,
Ricardo Fraiman
,
Badih Ghattas
Subsampling under distributional constraints.
Stat. Anal. Data Min.
17 (1) (2024)
Zhuanzhuan Ma
,
Zifei Han
,
Souparno Ghosh
,
Liucang Wu
,
Min Wang
Sparse Bayesian variable selection in high-dimensional logistic regression models with correlated priors.
Stat. Anal. Data Min.
17 (1) (2024)
Wenyu Gao
,
Inyoung Kim
,
Wonil Nam
,
Xiang Ren
,
Wei Zhou
,
Masoud Agah
Nonparametric Bayesian functional clustering with applications to racial disparities in breast cancer.
Stat. Anal. Data Min.
17 (1) (2024)
Luca Bagnato
,
Alessio Farcomeni
,
Antonio Punzo
The generalized hyperbolic family and automatic model selection through the multiple-choice LASSO.
Stat. Anal. Data Min.
17 (1) (2024)
Mathias Bourel
,
Jairo Cugliari
,
Yannig Goude
,
Jean-Michel Poggi
Boosting diversity in regression ensembles.
Stat. Anal. Data Min.
17 (1) (2024)
Xiankui Yang
,
Lu Lu
,
Christine M. Anderson-Cook
Input-response space-filling designs incorporating response uncertainty.
Stat. Anal. Data Min.
17 (1) (2024)
Maximilian Autenrieth
,
David A. Van Dyk
,
Roberto Trotta
,
David C. Stenning
Stratified learning: A general-purpose statistical method for improved learning under covariate shift.
Stat. Anal. Data Min.
17 (1) (2024)
Hana Lee
,
Alicia L. Carriquiry
,
Soyoung Park
An automated alignment algorithm for identification of the source of footwear impressions with common class characteristics.
Stat. Anal. Data Min.
17 (1) (2024)
Ziwen Geng
A novel two-step extrapolation-insertion risk model based on the Expectile under the Pareto-type distribution.
Stat. Anal. Data Min.
17 (1) (2024)
Junsub Jung
,
Sungil Kim
,
Heeyoung Kim
Spatially-correlated time series clustering using location-dependent Dirichlet process mixture model.
Stat. Anal. Data Min.
17 (1) (2024)
volume 17, number 2, 2024
Zhigen Zhao
,
Tong Wang
,
Bo Ji
Randomized multiarm bandits: An improved adaptive data collection method.
Stat. Anal. Data Min.
17 (2) (2024)
Mengqi Xie
,
Tao Hu
,
Jie Zhou
Transfer learning under the Cox model with interval-censored data.
Stat. Anal. Data Min.
17 (2) (2024)
Aleksandar Tomcic
,
Milos Savic
,
Milos Radovanovic
Hub-aware random walk graph embedding methods for classification.
Stat. Anal. Data Min.
17 (2) (2024)
Hao Xue
,
Sounak Chakraborty
,
Tanujit Dey
Bayesian shrinkage models for integration and analysis of multiplatform high-dimensional genomics data.
Stat. Anal. Data Min.
17 (2) (2024)
Sean Xinyang Feng
,
Aya A. Mitani
Marginal clustered multistate models for longitudinal progressive processes with informative cluster size.
Stat. Anal. Data Min.
17 (2) (2024)
Kevin R. Quinlan
,
Jagadeesh Movva
,
Brad Perfect
Non-uniform active learning for Gaussian process models with applications to trajectory informed aerodynamic databases.
Stat. Anal. Data Min.
17 (2) (2024)
Yuzhu Tian
,
Chun-Ho Wu
,
Ling-Nan Tai
,
Zhibao Mian
,
Maozai Tian
regularization.
Stat. Anal. Data Min.
17 (2) (2024)
Arkaprabha Ganguli
,
Tapabrata Maiti
,
David Todem
Error-controlled feature selection for ultrahigh-dimensional and highly correlated feature space using deep learning.
Stat. Anal. Data Min.
17 (2) (2024)
Isaac J. Michaud
,
Michael Grosskopf
,
Jesson Hutchinson
,
Scott A. Vander Wiel
Expert-in-the-loop design of integral nuclear data experiments.
Stat. Anal. Data Min.
17 (2) (2024)
Hina Shaheen
,
Roderick Melnik
,
Sundeep Singh
,
Alzheimer's Disease Neuroimaging Initiative
Data-driven stochastic model for quantifying the interplay between amyloid-beta and calcium levels in Alzheimer's disease.
Stat. Anal. Data Min.
17 (2) (2024)
Xiaojun Zheng
,
Simon Mak
,
Liyan Xie
,
Yao Xie
: Robust Principal Component Analysis for Exponential Family Distributions.
Stat. Anal. Data Min.
17 (2) (2024)
Eugene Laska
,
Ziqiang Lin
,
Carole Siegel
,
Charles Marmar
A treeless absolutely random forest with closed-form estimators of expected proximities.
Stat. Anal. Data Min.
17 (2) (2024)
Raydonal Ospina
,
Ranah Duarte Costa
,
Leandro Chaves Rêgo
,
Fernando Marmolejo-Ramos
Application of nonparametric quantifiers for online handwritten signature verification: A statistical learning approach.
Stat. Anal. Data Min.
17 (2) (2024)
Yuhao Zhang
,
Lu Tang
,
Yuxiao Huang
,
Yan Ma
Smart data augmentation: One equation is all you need.
Stat. Anal. Data Min.
17 (2) (2024)
Runze Li
,
Jin Mu
,
Songshan Yang
,
Cong Ye
,
Xiang Zhan
Compositional variable selection in quantile regression for microbiome data with false discovery rate control.
Stat. Anal. Data Min.
17 (2) (2024)
Marilena Furno
,
Francesco Caracciolo
The finite mixture model for the tails of distribution: Monte Carlo experiment and empirical applications.
Stat. Anal. Data Min.
17 (2) (2024)
Yujie Gai
,
Kang Meng
,
Xiaodi Wang
Online learning for streaming data classification in nonstationary environments.
Stat. Anal. Data Min.
17 (2) (2024)
volume 17, number 3, 2024
Sanyou Wu
,
Fuying Wang
,
Long Feng
Individualized image region detection with total variation.
Stat. Anal. Data Min.
17 (3) (2024)
Ron S. Kenett
,
Chris Gotwalt
The analysis of association rules: Latent class analysis.
Stat. Anal. Data Min.
17 (3) (2024)
volume 17, number 4, 2024
Xiaoyi Wen
Two-sample testing for random graphs.
Stat. Anal. Data Min.
17 (4) (2024)
volume 16, number 5, 2023
Wentao Qu
,
Xianchao Xiu
,
Jun Sun
,
Lingchen Kong
A new formulation of sparse multiple kernel k$$ k $$-means clustering and its applications.
Stat. Anal. Data Min.
16 (5) (2023)
volume 16, number 6, 2023
Gabriel Lozano
,
Nadia Atallah
,
Michael Levine
Nonparametric clustering of RNA-sequencing data.
Stat. Anal. Data Min.
16 (6) (2023)
Xiaoqiang Zhao
,
Qinglei Yao
An Improved D2GAN-based oversampling algorithm for imbalanced data classification.
Stat. Anal. Data Min.
16 (6) (2023)
Petr A. Koldanov
,
Alexander P. Koldanov
,
D. P. Semenov
Confidence bounds for threshold similarity graph in random variable network.
Stat. Anal. Data Min.
16 (6) (2023)
Moonsoo Jang
,
Soyoung Park
,
Alicia L. Carriquiry
A finely tuned deep transfer learning algorithm to compare outsole images.
Stat. Anal. Data Min.
16 (6) (2023)
Federico Veneri
,
Danica M. Ommen
Ensemble learning for score likelihood ratios under the common source problem.
Stat. Anal. Data Min.
16 (6) (2023)
Dylan C. Friel
,
Yunzhe Li
,
Benjamin Ellis
,
Daniel R. Jeske
,
Herbert K. H. Lee
,
Philip H. Kass
A neutral zone classifier for three classes with an application to text mining.
Stat. Anal. Data Min.
16 (6) (2023)