Ma, Xin; Kundu, Suprateek; the Alzheimer’s Disease Neuroimaging Initiative Multi-task learning with high-dimensional noisy images. (English) Zbl 07820410 J. Am. Stat. Assoc. 119, No. 545, 650-663 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Ma} et al., J. Am. Stat. Assoc. 119, No. 545, 650--663 (2024; Zbl 07820410) Full Text: DOI arXiv
Cerovecki, Clément; Characiejus, Vaidotas; Hörmann, Siegfried The maximum of the periodogram of a sequence of functional data. (English) Zbl 07784940 J. Am. Stat. Assoc. 118, No. 544, 2712-2720 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Cerovecki} et al., J. Am. Stat. Assoc. 118, No. 544, 2712--2720 (2023; Zbl 07784940) Full Text: DOI
Vega Yon, George G. Power and multicollinearity in small networks: a discussion of: “A tale of two datasets: representativeness and generalisability of inference for samples of networks”. (English) Zbl 07784901 J. Am. Stat. Assoc. 118, No. 544, 2228-2231 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{G. G. Vega Yon}, J. Am. Stat. Assoc. 118, No. 544, 2228--2231 (2023; Zbl 07784901) Full Text: DOI OA License
Jiang, Chaonan; Vecchia, Davide La; Ronchetti, Elvezio; Scaillet, Olivier Saddlepoint approximations for spatial panel data models. (English) Zbl 07707231 J. Am. Stat. Assoc. 118, No. 542, 1164-1175 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Jiang} et al., J. Am. Stat. Assoc. 118, No. 542, 1164--1175 (2023; Zbl 07707231) Full Text: DOI arXiv
Liu, Xiao; Yeo, Kyongmin; Lu, Siyuan Statistical modeling for spatio-temporal data from stochastic convection-diffusion processes. (English) Zbl 1506.62538 J. Am. Stat. Assoc. 117, No. 539, 1482-1499 (2022). MSC: 62P35 62-08 62H11 PDFBibTeX XMLCite \textit{X. Liu} et al., J. Am. Stat. Assoc. 117, No. 539, 1482--1499 (2022; Zbl 1506.62538) Full Text: DOI arXiv
Malinsky, Daniel; Shpitser, Ilya; Tchetgen Tchetgen, Eric J. Semiparametric inference for nonmonotone missing-not-at-random data: the no self-censoring model. (English) Zbl 1506.62240 J. Am. Stat. Assoc. 117, No. 539, 1415-1423 (2022). MSC: 62D10 PDFBibTeX XMLCite \textit{D. Malinsky} et al., J. Am. Stat. Assoc. 117, No. 539, 1415--1423 (2022; Zbl 1506.62240) Full Text: DOI arXiv
Khan, Kori; Calder, Catherine A. Restricted spatial regression methods: implications for inference. (English) Zbl 1524.62251 J. Am. Stat. Assoc. 117, No. 537, 482-494 (2022). MSC: 62H11 62M30 PDFBibTeX XMLCite \textit{K. Khan} and \textit{C. A. Calder}, J. Am. Stat. Assoc. 117, No. 537, 482--494 (2022; Zbl 1524.62251) Full Text: DOI arXiv
Chang, Jinyuan; Kolaczyk, Eric D.; Yao, Qiwei Estimation of subgraph densities in noisy networks. (English) Zbl 1506.62301 J. Am. Stat. Assoc. 117, No. 537, 361-374 (2022). MSC: 62H12 68M14 68P30 68R10 PDFBibTeX XMLCite \textit{J. Chang} et al., J. Am. Stat. Assoc. 117, No. 537, 361--374 (2022; Zbl 1506.62301) Full Text: DOI arXiv
Chen, Rong; Yang, Dan; Zhang, Cun-Hui Factor models for high-dimensional tensor time series. (English) Zbl 1506.62362 J. Am. Stat. Assoc. 117, No. 537, 94-116 (2022). MSC: 62M10 62H25 15A69 62H20 PDFBibTeX XMLCite \textit{R. Chen} et al., J. Am. Stat. Assoc. 117, No. 537, 94--116 (2022; Zbl 1506.62362) Full Text: DOI arXiv
Gelman, Andrew; Vehtari, Aki What are the most important statistical ideas of the past 50 years? (English) Zbl 1506.62003 J. Am. Stat. Assoc. 116, No. 536, 2087-2097 (2021). MSC: 62-03 62-02 PDFBibTeX XMLCite \textit{A. Gelman} and \textit{A. Vehtari}, J. Am. Stat. Assoc. 116, No. 536, 2087--2097 (2021; Zbl 1506.62003) Full Text: DOI arXiv
Tchetgen Tchetgen, Eric J.; Fulcher, Isabel R.; Shpitser, Ilya Auto-g-computation of causal effects on a network. (English) Zbl 1464.62212 J. Am. Stat. Assoc. 116, No. 534, 833-844 (2021). MSC: 62D20 PDFBibTeX XMLCite \textit{E. J. Tchetgen Tchetgen} et al., J. Am. Stat. Assoc. 116, No. 534, 833--844 (2021; Zbl 1464.62212) Full Text: DOI arXiv
Jiang, Yingda; Chiu, Chi-Yang; Yan, Qi; Chen, Wei; Gorin, Michael B.; Conley, Yvette P.; Lakhal-Chaieb, M’Hamed Lajmi; Cook, Richard J.; Amos, Christopher I.; Wilson, Alexander F.; Bailey-Wilson, Joan E.; McMahon, Francis J.; Vazquez, Ana I.; Yuan, Ao; Zhong, Xiaogang; Xiong, Momiao; Weeks, Daniel E.; Fan, Ruzong Gene-based association testing of dichotomous traits with generalized functional linear mixed models using extended pedigrees: applications to age-related macular degeneration. (English) Zbl 1464.62443 J. Am. Stat. Assoc. 116, No. 534, 531-545 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{Y. Jiang} et al., J. Am. Stat. Assoc. 116, No. 534, 531--545 (2021; Zbl 1464.62443) Full Text: DOI Link
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K. Bayesian hierarchical models with conjugate full-conditional distributions for dependent data from the natural exponential family. (English) Zbl 1453.62411 J. Am. Stat. Assoc. 115, No. 532, 2037-2052 (2020). MSC: 62F15 62R07 60J22 62E20 PDFBibTeX XMLCite \textit{J. R. Bradley} et al., J. Am. Stat. Assoc. 115, No. 532, 2037--2052 (2020; Zbl 1453.62411) Full Text: DOI arXiv
Saha, Abhijoy; Bharath, Karthik; Kurtek, Sebastian A geometric variational approach to Bayesian inference. (English) Zbl 1445.62076 J. Am. Stat. Assoc. 115, No. 530, 822-835 (2020). MSC: 62G07 62F15 62J02 PDFBibTeX XMLCite \textit{A. Saha} et al., J. Am. Stat. Assoc. 115, No. 530, 822--835 (2020; Zbl 1445.62076) Full Text: DOI arXiv Link
Bien, Jacob Graph-guided banding of the covariance matrix. (English) Zbl 1420.62239 J. Am. Stat. Assoc. 114, No. 526, 782-792 (2019). MSC: 62H12 62G05 62H99 62J07 PDFBibTeX XMLCite \textit{J. Bien}, J. Am. Stat. Assoc. 114, No. 526, 782--792 (2019; Zbl 1420.62239) Full Text: DOI arXiv
Sun, Xiaoxiao; Du, Pang; Wang, Xiao; Ma, Ping Optimal penalized function-on-function regression under a reproducing kernel Hilbert space framework. (English) Zbl 1409.62137 J. Am. Stat. Assoc. 113, No. 524, 1601-1611 (2018). MSC: 62J05 62G08 PDFBibTeX XMLCite \textit{X. Sun} et al., J. Am. Stat. Assoc. 113, No. 524, 1601--1611 (2018; Zbl 1409.62137) Full Text: DOI arXiv Link
Majumder, Mahbubul; Hofmann, Heike; Cook, Dianne Validation of visual statistical inference, applied to linear models. (English) Zbl 06224978 J. Am. Stat. Assoc. 108, No. 503, 942-956 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Majumder} et al., J. Am. Stat. Assoc. 108, No. 503, 942--956 (2013; Zbl 06224978) Full Text: DOI
Noh, Hohsuk; El Ghouch, Anouar; Bouezmarni, Taoufik Copula-based regression estimation and inference. (English) Zbl 06195970 J. Am. Stat. Assoc. 108, No. 502, 676-688 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Noh} et al., J. Am. Stat. Assoc. 108, No. 502, 676--688 (2013; Zbl 06195970) Full Text: DOI Link
Lindquist, Martin A. Functional causal mediation analysis with an application to brain connectivity. (English) Zbl 1258.62105 J. Am. Stat. Assoc. 107, No. 500, 1297-1309 (2012). MSC: 62P10 92C50 92C55 92C20 65C60 PDFBibTeX XMLCite \textit{M. A. Lindquist}, J. Am. Stat. Assoc. 107, No. 500, 1297--1309 (2012; Zbl 1258.62105) Full Text: DOI Link
Cai, T. Tony; Yuan, Ming Minimax and adaptive prediction for functional linear regression. (English) Zbl 1443.62196 J. Am. Stat. Assoc. 107, No. 499, 1201-1216 (2012). MSC: 62J05 62G08 62H25 PDFBibTeX XMLCite \textit{T. T. Cai} and \textit{M. Yuan}, J. Am. Stat. Assoc. 107, No. 499, 1201--1216 (2012; Zbl 1443.62196) Full Text: DOI Link