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Statistics and Computing, Volume 35
Volume 35, Number 1, February 2025
- Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai
, Raúl Tempone:
Multilevel importance sampling for rare events associated with the McKean-Vlasov equation. 1 - Yawen Zhao, Mingzhe Zhang, Chenhao Zhang, Weitong Chen, Nan Ye, Miao Xu:
A boosting framework for positive-unlabeled learning. 2 - Qiang Heng, Kenneth Lange:
Bootstrap estimation of the proportion of outliers in robust regression. 3 - Alex Stringer:
Exact gradient evaluation for adaptive quadrature approximate marginal likelihood in mixed models for grouped data. 4 - Gabriel Turinici:
Huber-energy measure quantization. 5 - Robert L. Bassett, Micah Y. Oh:
Estimating a signal subspace in the presence of impulsive noise. 6 - Hassan Maatouk, Didier Rullière, Xavier Bay:
Large-scale constrained Gaussian processes for shape-restricted function estimation. 7 - Rachel Carrington, Paul Fearnhead:
Improving power by conditioning on less in post-selection inference for changepoints. 8 - Christian P. Robert, Julien Stoehr
:
Simulating signed mixtures. 9 - Yifan Chen, Bamdad Hosseini, Houman Owhadi, Andrew M. Stuart:
Gaussian measures conditioned on nonlinear observations: consistency, MAP estimators, and simulation. 10 - Jacopo Di Iorio, Marzia A. Cremona, Francesca Chiaromonte:
funBIalign: a hierachical algorithm for functional motif discovery based on mean squared residue scores. 11 - Arved Bartuska, Luis Espath, Raúl Tempone:
Laplace-based strategies for Bayesian optimal experimental design with nuisance uncertainty. 12 - Guanghui Cheng, Wenjuan Hu, Ruitao Lin, Chen Wang:
Online robust estimation and bootstrap inference for function-on-scalar regression. 13 - Sijin He, Xiaochao Xia:
Random perturbation subsampling for rank regression with massive data. 14 - Lili Li, Bingfan Liu, Xiaodi Liu, Haolun Shi, Jiguo Cao:
Optimal subsampling for generalized additive models on large-scale datasets. 15 - Robert Altmann, Afsaneh Moradi:
Probabilistic time integration for semi-explicit PDAEs. 16 - Esmail Abdul Fattah
, Janet van Niekerk
, Håvard Rue
:
INLA+: approximate Bayesian inference for non-sparse models using HPC. 17 - Zhongqi Liang
, Li Cai, Suojin Wang, Qihua Wang:
K-fold cross-validation based frequentist model averaging for linear models with nonignorable missing responses. 18 - Luiza S. C. Piancastelli
, Rodrigo B. Silva:
Multivariate zero-inflated INGARCH models: Bayesian inference and composite likelihood approach. 19 - Siu-Kui Au:
A limit formula and recursive algorithm for multivariate Normal tail probability. 20 - Luiza S. C. Piancastelli
, Nial Friel:
The clustered Mallows model. 21 - Minwoo Kim, Marc G. Genton
, Raphaël Huser
, Stefano Castruccio:
A neural network-based adaptive cut-off approach to normality testing for dependent data. 22 - Akira Okazaki, Shuichi Kawano:
Multi-task learning via robust regularized clustering with non-convex group penalties. 23 - Nan Qiao, Canyi Chen, Zhengtian Zhu:
Robust and efficient sparse learning over networks: a decentralized surrogate composite quantile regression approach. 24
Volume 35, Number 2, April 2025
- Yang Liu, Pengfei Li, Yukun Liu:
Penalized empirical likelihood estimation and EM algorithms for closed-population capture-recapture models. 25 - Yujing Shao, Lei Wang, Heng Lian:
Optimal distributed subsampling under heterogeneity. 26 - Michail Tsagris:
Constrained least squares simplicial-simplicial regression. 27 - Junzhuo Gao
, Lei Wang, Haiying Wang:
Power enhancing probability subsampling using side information. 28 - Florian B. Hinz, Amr H. Mahmoud, Markus A. Lill:
An analysis of the modality and flexibility of the inverse stereographic normal distribution. 29 - Zhimin Hong, Ruoxuan Wang, Zhiwen Wang, Wala Du:
Inference issue in multiscale geographically and temporally weighted regression. 30 - Shanshan Qin, Zhenni Tan, Weidong Wei, Yuehua Wu:
PCA-uCPD: an ensemble method for multiple change-point detection in moderately high-dimensional data. 31 - Ziang Zhang
, Patrick Brown, Jamie Stafford:
Efficient modeling of quasi-periodic data with seasonal Gaussian process. 32 - Vivian Yi-Ju Chen, Shi-Ting Wang:
Geographically weighted quantile regression for count Data. 33 - Zhaoran Hou, Samuel W. K. Wong:
Particle Gibbs for likelihood-free inference of stochastic volatility models. 34 - Chen Zhong:
Statistical inference and goodness-of-fit test in functional data via error distribution function. 35 - Sofia Guglielmini, Gerda Claeskens
:
Asymptotic post-selection inference for regularized graphical models. 36 - Yidan Wang, Lingyun Zhang, Yujie Gai:
Real-time inference for smoothing quantile regression on streaming datasets with heterogeneity detection. 37 - Mingao Yuan, Qianqian Yao:
Testing common degree-correction parameters of multilayer networks. 38 - Victor H. Lachos, Salvatore D. Tomarchio
, Antonio Punzo
, Salvatore Ingrassia
:
An EM algorithm for fitting matrix-variate normal distributions on interval-censored and missing data. 39 - Yuan Bian
, Grace Y. Yi, Wenqing He:
Empirical investigations of boosting with pseudo-outcome imputation for missing responses. 40 - Rayleigh Lei, Abel Rodriguez:
Logit unfolding choice models for binary data. 41 - Shifan Jia, Haolun Shi, Tianyu Guan:
Function-on-function regression models with nonlinear dynamic effect and linear concurrent effect. 42 - Paul Bach, Nadja Klein
:
Anisotropic multidimensional smoothing using Bayesian tensor product P-splines. 43 - Haosheng Shi, Wenlin Dai:
Exploratory analysis of dynamic networks using latent functions. 44 - Yanzhao Wang, Yaohua Zhang, Jian Zou, Nalini Ravishanker:
Online structural break detection in financial durations. 45 - Jiarui Zhang, Jiguo Cao, Liangliang Wang:
Robust Bayesian functional principal component analysis. 46 - María Xosé Rodríguez-Álvarez, Vanda Inácio, Nadja Klein
:
Density regression via Dirichlet process mixtures of normal structured additive regression models. 47 - Pierpaolo D'Urso
, Livia De Giovanni
, Lorenzo Federico
, Vincenzina Vitale:
Fuzzy K-expectiles clustering. 48 - Bidhan Modok, Shovan Chowdhury, Amarjit Kundu:
Control charts for monitoring Weibull quantile under generalized hybrid and progressive censoring schemes. 49 - S. Columbu, N. Piras, Jeroen K. Vermunt:
Multilevel latent class models for cross-classified categorical data: model definition and estimation through stochastic EM. 50 - Michail Tsagris, Panagiotis Papastamoulis, Shogo Kato:
Directional data analysis: spherical Cauchy or Poisson kernel-based distribution? 51 - Giuseppina Albano, Antonio Barrera, Virginia Giorno, Francisco Torres-Ruiz:
Inference on diffusion processes related to a general growth model. 52 - Timofei Biziaev, Karen A. Kopciuk, Thierry Chekouo:
Using prior-data conflict to tune Bayesian regularized regression models. 53 - Michael Grabchak, Sina Saba:
On approximations of subordinators in Lp and the simulation of tempered stable distributions. 54
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