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Bonnier, Patric, Oberhauser, Harald and Szabo, Zoltan (2023) Kernelized cumulants: beyond kernel mean embeddings. . arXiv. (Submitted)
Bottazzi, Giulio, Cordoni, Francesco, Livieri, Giulia and Marmi, Stefano (2023) Uncertainty in firm valuation and a cross-sectional misvaluation measure. Annals of Finance. ISSN 1614-2446
Cai, Hanqing and Wang, Tengyao (2023) Estimation of high-dimensional change-points under a group sparsity structure. Electronic Journal of Statistics, 17. 858–894. ISSN 1935-7524
Cai, Hengrui, Shi, Chengchun, Song, Rui and Lu, Wenbin (2023) Jump interval-learning for individualized decision making with continuous treatments. Journal of Machine Learning Research. ISSN 1532-4435 (In Press)
Chang, Jinyuan, Chen, Cheng, Qiao, Xinghao ORCID: 0000-0002-6546-6595 and Yao, Qiwei
ORCID: 0000-0003-2065-8486
(2023)
An autocovariance-based learning framework for high-dimensional functional time series.
Journal of Econometrics.
ISSN 0304-4076
Chang, Jinyuan, Zhang, Henry, Yang, Lin and Yao, Qiwei ORCID: 0000-0003-2065-8486
(2023)
Modelling matrix time series via a tensor CP-decomposition.
Journal of the Royal Statistical Society. Series B: Statistical Methodology, 85 (1).
127 – 148.
ISSN 1369-7412
Chen, Yunxiao ORCID: 0000-0002-7215-2324, Li, Chengcheng, Ouyang, Jing and Xu, Gongjun
(2023)
A note on statistical inference for noisy incomplete 1-bit matrix.
Journal of Machine Learning Research.
ISSN 1532-4435
(In Press)
Chen, Yunxiao ORCID: 0000-0002-7215-2324 and Li, Xiaoou
(2023)
Compound sequential change-point detection in parallel data streams.
Statistica Sinica.
ISSN 1017-0405
(In Press)
Chen, Zezhun Chen, Dassios, Angelos and Tzougas, George (2023) A first order binomial mixed poisson integer-valued autoregressive model with serially dependent innovations. Journal of Applied Statistics, 50 (2). 352 - 369. ISSN 0266-4763
Guo, Shaojun and Qiao, Xinghao ORCID: 0000-0002-6546-6595
(2023)
On consistency and sparsity for high-dimensional functional time series with application to autoregressions.
Bernoulli, 29 (1).
451 - 472.
ISSN 1350-7265
Hana, Yuefeng, Chenb, Rong, Zhangb, Cun-Hui and Yao, Qiwei ORCID: 0000-0003-2065-8486
(2023)
Simultaneous decorrelation of matrix time series.
Journal of the American Statistical Association.
ISSN 0162-1459
Jang, Jiwook, Qu, Yan, Zhao, Hongbiao and Dassios, Angelos (2023) A Cox model for gradually disappearing events. Probability in the Engineering and Informational Sciences, 37 (1). 214 - 231. ISSN 0269-9648
Kalinke, Florian and Szabo, Zoltan (2023) Nyström M-Hilbert-Schmidt independence criterion. . arXiv. (Submitted)
Liu, Xinyi Lin, Wallin, Gabriel, Chen, Yunxiao ORCID: 0000-0002-7215-2324 and Moustaki, Irini
(2023)
Rotation to sparse loadings using Lp losses and related inference problems.
Psychometrika.
ISSN 0033-3123
(In Press)
Mavridis, Dimitris, Nikolakopoulou, Adriani, Moustaki, Irini, Chaimani, Anna, Porcher, Raphaël, Boutron, Isabelle and Ravaud, Philippe (2023) Considering multiple outcomes with different weights informed the hierarchy of interventions in network meta-analysis. Journal of Clinical Epidemiology, 154. pp. 188-196. ISSN 0895-4356
Riani, Marco, Atkinson, Anthony C. and Corbellini, Aldo (2023) Automatic robust Box-Cox and extended Yeo-Johnson transformations in regression. Statistical Methods and Applications, 32 (1). 75 - 102. ISSN 1618-2510
Wallin, Gabriel and Wiberg, Marie (2023) Model misspecification and robustness of observed-score test equating using propensity scores. Journal of Educational and Behavioral Statistics. ISSN 1076-9986 (In Press)
Wu, Qianxin, Wu, Junjing, Abdul Karim, Muhammad Kaiser, Chen, Xi, Wang, Tengyao, Iwama, Sho, Carobbio, Stefania, Keen, Peter, Vidal-Puig, Antonio, Kotter, Mark R. and Bassett, Andrew (2023) Massively parallel characterization of CRISPR activator efficacy in human induced pluripotent stem cells and neurons. Molecular Cell. ISSN 1097-2765 (In Press)
Zhang, Bo, Pan, Guangming, Yao, Qiwei ORCID: 0000-0003-2065-8486 and Wang, Jian-Zhou
(2023)
Factor modelling for clustering high-dimensional time series.
Journal of the American Statistical Association.
ISSN 0162-1459
(In Press)
Zhang, Junyi and Dassios, Angelos (2023) Truncated Poisson-Dirichlet approximation for Dirichlet process hierarchical models. Statistics and Computing. ISSN 0960-3174
Zhang, Xinyu, Li, Dong and Tong, Howell (2023) On the least squares estimation of multiple-threshold-variable autoregressive models. Journal of Business and Economic Statistics. ISSN 0735-0015
Zhang, Yingying, Shi, Chengchun and Luo, Shikai (2023) Conformal off-policy prediction. Proceedings of Machine Learning Research. ISSN 2640-3498 (In Press)
Zhou, Yunzhe, Qi, Zhengling, Shi, Chengchun and Li, Lexin (2023) Optimizing pessimism in dynamic treatment regimes: a Bayesian learning approach. Proceedings of Machine Learning Research, 206. ISSN 1938-7228 (In Press)