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    Journal: Statistical Analysis and Data Mining

    Volume 15, Issue 6

    679 -- 691Jianhong Zhou, Alan T. K. Wan, Dalei Yu. Frequentist model averaging for zero-inflated Poisson regression models
    692 -- 706Zhengtian Zhu, Liping Zhu. Distributed dimension reduction with nearly oracle rate
    707 -- 721Shantanu Awasthi, Indranil Sengupta, William Wilson, Prithviraj Lakkakula. Machine learning and neural network based model predictions of soybean export shares from US Gulf to China
    722 -- 735Linxi Li, Qin Wang, Chenlu Ke. Local support vector machine based dimension reduction
    736 -- 750Jean Feng, Noah Simon. Ensembled sparse-input hierarchical networks for high-dimensional datasets
    751 -- 765Xijun Liang, Zhipeng Zhang, Xingke Chen, Ling Jian. Kernel learning with nonconvex ramp loss
    766 -- 780Mai Dao, Min Wang 0004, Souparno Ghosh. A novel Bayesian method for variable selection and estimation in binary quantile regression
    781 -- 796Tianmou Liu, Han Yu, Rachael Hageman Blair. Out-of-bag stability estimation for k-means clustering
    797 -- 818Peide Li, Seyyid Emre Sofuoglu, Selin Aviyente, Tapabrata Maiti. Coupled support tensor machine classification for multimodal neuroimaging data

    Volume 15, Issue 5

    543 -- 552Yuxiao Huang, Kara G. Fields, Yan Ma. A tutorial on generative adversarial networks with application to classification of imbalanced data
    553 -- 569Edoardo Belli, Simone Vantini. Measure inducing classification and regression trees for functional data
    570 -- 585Shuying Zhu, Weining Shen, Annie Qu. Weighted AutoEncoding recommender system
    586 -- 597Mohammad Fathi, Nader Markazi Moghaddam, Leila Kheyrati. Development and validation of models for two-week mortality of inpatients with COVID-19 infection: A large prospective cohort study
    598 -- 610Akhil Vakayil, V. Roshan Joseph. Data Twinning
    611 -- 629Jami J. Mulgrave, Subhashis Ghosal. Regression-based Bayesian estimation and structure learning for nonparanormal graphical models
    630 -- 647Woosung Kim, Seonghyeon Kim, Myung Hwan Na, Yongdai Kim. A modified least angle regression algorithm for interaction selection with heredity
    648 -- 674Mengque Liu, Qingzhao Zhang, Shuangge Ma. A tree-based gene-environment interaction analysis with rare features

    Volume 15, Issue 4

    413 -- 432Abhishek Chakraborty, Stephen B. Vardeman. Some Bayesian biclustering methods: Modeling and inference
    433 -- 446Ziqiang Lin, Eugene Laska, Carole Siegel. A general iterative clustering algorithm
    447 -- 462Haitao Liu, Jian Zou, Nalini Ravishanker. Biclustering high-frequency financial time series based on information theory
    463 -- 479Krystyna Kiersztyn. Intuitively adaptable outlier detector
    480 -- 493Matthew Davidow, David S. Matteson. Factor analysis of mixed data for anomaly detection
    494 -- 508Alexander Tristan Maximilian Fisch, Idris A. Eckley, Paul Fearnhead. A linear time method for the detection of collective and point anomalies
    509 -- 520Weidong Rao, Xiaofei Liu, Fei Chen 0004. Local influence analysis for the sliced average third-moment estimation
    521 -- 530Fei Sha, Ruizhi Zhang 0001. Adversarially robust subspace learning in the spiked covariance model
    531 -- 538V. Roshan Joseph. Optimal ratio for data splitting

    Volume 15, Issue 3

    287 -- 302Susan Wei, Marc Niethammer. The fairness-accuracy Pareto front
    303 -- 313Min Zhang, Gal Mishne, Eric C. Chi. Multi-scale affinities with missing data: Estimation and applications
    314 -- 321Xinkai Zhou, Jin J. Zhou, Hua Zhou 0001. Bag of little bootstraps for massive and distributed longitudinal data
    322 -- 338Rongzi Liu, Chenxi Li, Qing Lu. Neural-network transformation models for counting processes
    339 -- 356Hao Cheng. Efficient importance sampling imputation algorithms for quantile and composite quantile regression
    357 -- 375Madeline Quinn Johnson, Danica M. Ommen. Handwriting identification using random forests and score-based likelihood ratios
    376 -- 395Michela Carlotta Massi, Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni. Feature selection for imbalanced data with deep sparse autoencoders ensemble
    396 -- 408Gaetano Zazzaro. Portability analysis of data mining models for fog events forecasting

    Volume 15, Issue 2

    143 -- 155Anand Dixit, Vivekananda Roy. Analyzing relevance vector machines using a single penalty approach
    156 -- 178Sreelekha Guggilam, Varun Chandola, Abani K. Patra. Tracking clusters and anomalies in evolving data streams
    179 -- 192Shu-Mei Wan, Wen-Yaw Chung, Monica Mayeni Manurung, Kwang-Hwa Chang, Chien-Hua Wu. Regrouped design in privacy analysis for multinomial microdata
    193 -- 205Hoyoung Park, Seungchul Baek, Junyong Park. High-dimensional classification based on nonparametric maximum likelihood estimation under unknown and inhomogeneous variances
    206 -- 224Wangshu Tu, Sanjeena Subedi. A family of mixture models for biclustering
    225 -- 246Xiong Lyu, Michael Ludkovski. Adaptive batching for Gaussian process surrogates with application in noisy level set estimation
    247 -- 263Qiang Xia, Heung Wong, Shirun Shen, Kejun He. Factor analysis for high-dimensional time series: Consistent estimation and efficient computation
    264 -- 282Hadrien Lorenzo, Olivier Cloarec, Rodolphe Thiébaut, Jérôme Saracco. Data-driven sparse partial least squares

    Volume 15, Issue 1

    5 -- 14James P. Long, Min Jin Ha. Sample selection bias in evaluation of prediction performance of causal models
    15 -- 42Jun Zhang 0027, Gaorong Li, Yiping Yang. Modal linear regression models with multiplicative distortion measurement errors
    43 -- 56Olga Permiakova, Thomas Burger. Sketched Stochastic Dictionary Learning for large-scale data and application to high-throughput mass spectrometry
    57 -- 68Yoonsuh Jung, Hayoung Kim. Weighted validation of heteroscedastic regression models for better selection
    69 -- 82Yifan Zhao, Xian Yang, Carolina Bolnykh, Steve Harenberg, Nodirbek Korchiev, Saavan Raj Yerramsetty, Bhanu Prasad Vellanki, Ramakanth Kodumagulla, Nagiza F. Samatova. Predictive models with end user preference
    83 -- 97Karin S. Dorman, Ranjan Maitra. An efficient k-modes algorithm for clustering categorical datasets
    98 -- 111Martha Lucía Corrales, Edilberto Cepeda Cuervo. Bayesian modeling of location, scale, and shape parameters in skew-normal regression models
    112 -- 124Jessica Krepel, Magdalena Kircher, Moritz Kohls, Klaus Jung. Comparison of merging strategies for building machine learning models on multiple independent gene expression data sets
    125 -- 138Yannis G. Yatracos. Residual's influence index (RINFIN), bad leverage and unmasking in high dimensional L2-regression
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