Reiss, Philip T.; Huo, Lan; Zhao, Yihong; Kelly, Clare; Ogden, R. Todd Wavelet-domain regression and predictive inference in psychiatric neuroimaging. (English) Zbl 1454.62386 Ann. Appl. Stat. 9, No. 2, 1076-1101 (2015). MSC: 62P10 62G08 62H25 PDF BibTeX XML Cite \textit{P. T. Reiss} et al., Ann. Appl. Stat. 9, No. 2, 1076--1101 (2015; Zbl 1454.62386) Full Text: DOI arXiv Euclid OpenURL
Safo, Sandra; Song, Xiao; Dobbin, Kevin K. Sample size determination for training cancer classifiers from microarray and RNA-seq data. (English) Zbl 1454.62390 Ann. Appl. Stat. 9, No. 2, 1053-1075 (2015). MSC: 62P10 62J12 PDF BibTeX XML Cite \textit{S. Safo} et al., Ann. Appl. Stat. 9, No. 2, 1053--1075 (2015; Zbl 1454.62390) Full Text: DOI arXiv Euclid OpenURL
Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander Bayesian structured additive distributional regression with an application to regional income inequality in Germany. (English) Zbl 1454.62485 Ann. Appl. Stat. 9, No. 2, 1024-1052 (2015); correction ibid. 10, No. 2, 1135-1136 (2016). MSC: 62P20 PDF BibTeX XML Cite \textit{N. Klein} et al., Ann. Appl. Stat. 9, No. 2, 1024--1052 (2015; Zbl 1454.62485) Full Text: DOI arXiv Euclid OpenURL
Talih, Makram Examining socioeconomic health disparities using a rank-dependent Rényi index. (English) Zbl 1454.62492 Ann. Appl. Stat. 9, No. 2, 992-1023 (2015). MSC: 62P20 91B82 PDF BibTeX XML Cite \textit{M. Talih}, Ann. Appl. Stat. 9, No. 2, 992--1023 (2015; Zbl 1454.62492) Full Text: DOI arXiv Euclid OpenURL
Cybis, Gabriela B.; Sinsheimer, Janet S.; Bedford, Trevor; Mather, Alison E.; Lemey, Philippe; Suchard, Marc A. Assessing phenotypic correlation through the multivariate phylogenetic latent liability model. (English) Zbl 1454.62324 Ann. Appl. Stat. 9, No. 2, 969-991 (2015). MSC: 62P10 PDF BibTeX XML Cite \textit{G. B. Cybis} et al., Ann. Appl. Stat. 9, No. 2, 969--991 (2015; Zbl 1454.62324) Full Text: DOI arXiv Euclid OpenURL
Hu, Jie; Zhao, Zhongying; Yalamanchili, Hari Krishna; Wang, Junwen; Ye, Kenny; Fan, Xiaodan Bayesian detection of embryonic gene expression onset in C. elegans. (English) Zbl 1454.62345 Ann. Appl. Stat. 9, No. 2, 950-968 (2015). MSC: 62P10 62-08 PDF BibTeX XML Cite \textit{J. Hu} et al., Ann. Appl. Stat. 9, No. 2, 950--968 (2015; Zbl 1454.62345) Full Text: DOI arXiv Euclid OpenURL
Maroulas, Vasileios; Nebenführ, Andreas Tracking rapid intracellular movements: a Bayesian random set approach. (English) Zbl 1454.62363 Ann. Appl. Stat. 9, No. 2, 926-949 (2015). MSC: 62P10 PDF BibTeX XML Cite \textit{V. Maroulas} and \textit{A. Nebenführ}, Ann. Appl. Stat. 9, No. 2, 926--949 (2015; Zbl 1454.62363) Full Text: DOI arXiv Euclid OpenURL
Cui, Shiqi; Guha, Subharup; Ferreira, Marco A. R.; Tegge, Allison N. HmmSeq: a hidden Markov model for detecting differentially expressed genes from RNA-seq data. (English) Zbl 1454.62323 Ann. Appl. Stat. 9, No. 2, 901-925 (2015). MSC: 62P10 62F15 62M05 PDF BibTeX XML Cite \textit{S. Cui} et al., Ann. Appl. Stat. 9, No. 2, 901--925 (2015; Zbl 1454.62323) Full Text: DOI arXiv Euclid OpenURL
Kang, Yicheng; Gong, Xiaodong; Gao, Jiti; Qiu, Peihua Jump detection in generalized error-in-variables regression with an application to Australian health tax policies. (English) Zbl 1397.62150 Ann. Appl. Stat. 9, No. 2, 883-900 (2015). MSC: 62G08 62G07 62P10 PDF BibTeX XML Cite \textit{Y. Kang} et al., Ann. Appl. Stat. 9, No. 2, 883--900 (2015; Zbl 1397.62150) Full Text: DOI arXiv Euclid OpenURL
Hui, Francis K. C.; Warton, David I.; Foster, Scott D. Multi-species distribution modeling using penalized mixture of regressions. (English) Zbl 1397.62263 Ann. Appl. Stat. 9, No. 2, 866-882 (2015). MSC: 62J12 62P12 PDF BibTeX XML Cite \textit{F. K. C. Hui} et al., Ann. Appl. Stat. 9, No. 2, 866--882 (2015; Zbl 1397.62263) Full Text: DOI arXiv Euclid OpenURL
Jackson, John C.; Albert, Paul S.; Zhang, Zhiwei A two-state mixed hidden Markov model for risky teenage driving behavior. (English) Zbl 1397.62287 Ann. Appl. Stat. 9, No. 2, 849-865 (2015). MSC: 62M05 62P25 PDF BibTeX XML Cite \textit{J. C. Jackson} et al., Ann. Appl. Stat. 9, No. 2, 849--865 (2015; Zbl 1397.62287) Full Text: DOI arXiv Euclid OpenURL
Guo, Jian; Cheng, Jie; Levina, Elizaveta; Michailidis, George; Zhu, Ji Estimating heterogeneous graphical models for discrete data with an application to roll call voting. (English) Zbl 1397.62195 Ann. Appl. Stat. 9, No. 2, 821-848 (2015). MSC: 62H12 62H99 05C90 62P25 PDF BibTeX XML Cite \textit{J. Guo} et al., Ann. Appl. Stat. 9, No. 2, 821--848 (2015; Zbl 1397.62195) Full Text: DOI arXiv Euclid OpenURL
Wager, Stefan; Blocker, Alexander; Cardin, Niall Weakly supervised clustering: learning fine-grained signals from coarse labels. (English) Zbl 1397.62234 Ann. Appl. Stat. 9, No. 2, 801-820 (2015). MSC: 62H30 62P30 PDF BibTeX XML Cite \textit{S. Wager} et al., Ann. Appl. Stat. 9, No. 2, 801--820 (2015; Zbl 1397.62234) Full Text: DOI arXiv Euclid OpenURL
Anderlucci, Laura; Viroli, Cinzia Covariance pattern mixture models for the analysis of multivariate heterogeneous longitudinal data. (English) Zbl 1397.62214 Ann. Appl. Stat. 9, No. 2, 777-800 (2015). MSC: 62H30 62H12 62P10 PDF BibTeX XML Cite \textit{L. Anderlucci} and \textit{C. Viroli}, Ann. Appl. Stat. 9, No. 2, 777--800 (2015; Zbl 1397.62214) Full Text: DOI arXiv Euclid OpenURL
Hooker, Giles; Ellner, Stephen P. Goodness of fit in nonlinear dynamics: misspecified rates or misspecified states? (English) Zbl 1397.62269 Ann. Appl. Stat. 9, No. 2, 754-776 (2015). MSC: 62J20 62G09 62P10 PDF BibTeX XML Cite \textit{G. Hooker} and \textit{S. P. Ellner}, Ann. Appl. Stat. 9, No. 2, 754--776 (2015; Zbl 1397.62269) Full Text: DOI arXiv Euclid OpenURL
Schildcrout, Jonathan S.; Rathouz, Paul J.; Zelnick, Leila R.; Garbett, Shawn P.; Heagerty, Patrick J. Biased sampling designs to improve research efficiency: factors influencing pulmonary function over time in children with asthma. (English) Zbl 1397.62472 Ann. Appl. Stat. 9, No. 2, 731-753 (2015). MSC: 62P10 62D05 92C50 PDF BibTeX XML Cite \textit{J. S. Schildcrout} et al., Ann. Appl. Stat. 9, No. 2, 731--753 (2015; Zbl 1397.62472) Full Text: DOI arXiv Euclid OpenURL
Gu, Xiangdong; Ma, Yunsheng; Balasubramanian, Raji Semiparametric time to event models in the presence of error-prone, self-reported outcomes – with application to the women’s health initiative. (English) Zbl 1397.62452 Ann. Appl. Stat. 9, No. 2, 714-730 (2015). MSC: 62P10 62N02 PDF BibTeX XML Cite \textit{X. Gu} et al., Ann. Appl. Stat. 9, No. 2, 714--730 (2015; Zbl 1397.62452) Full Text: DOI arXiv Euclid OpenURL
Li, Fan; Zhang, Tingting; Wang, Quanli; Gonzalez, Marlen Z.; Maresh, Erin L.; Coan, James A. Spatial Bayesian variable selection and grouping for high-dimensional scalar-on-image regression. (English) Zbl 1397.62458 Ann. Appl. Stat. 9, No. 2, 687-713 (2015). MSC: 62P10 62F15 92C55 PDF BibTeX XML Cite \textit{F. Li} et al., Ann. Appl. Stat. 9, No. 2, 687--713 (2015; Zbl 1397.62458) Full Text: DOI arXiv Euclid OpenURL
Shim, Heejung; Stephens, Matthew Wavelet-based genetic association analysis of functional phenotypes arising from high-throughput sequencing assays. (English) Zbl 1397.62473 Ann. Appl. Stat. 9, No. 2, 665-686 (2015). MSC: 62P10 42C40 92D20 62F15 PDF BibTeX XML Cite \textit{H. Shim} and \textit{M. Stephens}, Ann. Appl. Stat. 9, No. 2, 665--686 (2015; Zbl 1397.62473) Full Text: DOI arXiv Euclid OpenURL
Li, Jiahan; Wang, Zhong; Li, Runze; Wu, Rongling Bayesian group Lasso for nonparametric varying-coefficient models with application to functional genome-wide association studies. (English) Zbl 1397.62260 Ann. Appl. Stat. 9, No. 2, 640-664 (2015). MSC: 62J07 62G08 62P10 PDF BibTeX XML Cite \textit{J. Li} et al., Ann. Appl. Stat. 9, No. 2, 640--664 (2015; Zbl 1397.62260) Full Text: DOI arXiv Euclid OpenURL
Lee, Juhee; Müller, Peter; Gulukota, Kamalakar; Ji, Yuan A Bayesian feature allocation model for tumor heterogeneity. (English) Zbl 1397.62457 Ann. Appl. Stat. 9, No. 2, 621-639 (2015). MSC: 62P10 62F15 PDF BibTeX XML Cite \textit{J. Lee} et al., Ann. Appl. Stat. 9, No. 2, 621--639 (2015; Zbl 1397.62457) Full Text: DOI arXiv Euclid OpenURL
Zhang, Wenfei; Wei, Ying Regression based principal component analysis for sparse functional data with applications to screening growth paths. (English) Zbl 1397.62213 Ann. Appl. Stat. 9, No. 2, 597-620 (2015). MSC: 62H25 62P10 PDF BibTeX XML Cite \textit{W. Zhang} and \textit{Y. Wei}, Ann. Appl. Stat. 9, No. 2, 597--620 (2015; Zbl 1397.62213) Full Text: DOI arXiv Euclid OpenURL
Crawford, Forrest W.; Weiss, Robert E.; Suchard, Marc A. Sex, lies and self-reported counts: Bayesian mixture models for heaping in longitudinal count data via birth-death processes. (English) Zbl 1397.62447 Ann. Appl. Stat. 9, No. 2, 572-596 (2015). MSC: 62P10 62H30 60J80 PDF BibTeX XML Cite \textit{F. W. Crawford} et al., Ann. Appl. Stat. 9, No. 2, 572--596 (2015; Zbl 1397.62447) Full Text: DOI arXiv Euclid OpenURL
Cahill, Niamh; Kemp, Andrew C.; Horton, Benjamin P.; Parnell, Andrew C. Modeling sea-level change using errors-in-variables integrated Gaussian processes. (English) Zbl 1397.62483 Ann. Appl. Stat. 9, No. 2, 547-571 (2015). MSC: 62P12 60G15 62F15 PDF BibTeX XML Cite \textit{N. Cahill} et al., Ann. Appl. Stat. 9, No. 2, 547--571 (2015; Zbl 1397.62483) Full Text: DOI arXiv Euclid OpenURL