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Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes mā Jesper Andersson, Stamatios N. Sotiropoulos

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Análise de dados longitudinais em experimentação animal mā Andressa Amorim Cestari, Silvano César da Costa, Alessandro Pelegrine Minho

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Dynamic connectivity detection: an algorithm for determining functional connectivity change points in fMRI data mā Yuting Xu, Martin A. Lindquist

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Component retention in principal component analysis with application to cDNA microarray data. mā Richard A. Cangelosi, Alain Goriely

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Joint Estimation of Multiple Precision Matrices with Common Structures. mā Wonyul Lee, Yufeng Liu

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Searching for Recursive Causal Structures in Multivariate Quantitative Genetics Mixed Models mā B.D. Valente, Guilherme J. M. Rosa, Gustavo de los Campos, Daniel Gianola, Martinho A. Silva

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An efficient variance component approach implementing an average information REML suitable for combined LD and linkage mapping with a general complex pedigree mā Sang Lee, J. H. J. van der Werf

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Structurally-informed Bayesian functional connectivity analysis mā Max Hinne, Luca Ambrogioni, Ronald J. Janssen, Tom Heskes, Marcel van Gerven

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Sandwich corrected standard errors in family-based genome-wide association studies mā Camelia C. Minică, Conor V. Dolan, Maarten M. Kampert, Dorret I. Boomsma, Jacqueline M. Vink

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Interpreting correlations in biosequences mā Hanspeter Herzel, E. N. Trifonov, Olaf Weiss, Ivo Große

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Imaging genetics via sparse canonical correlation analysis mā C. Eric, Genevera I. Allen, Hua Zhou, Omid Kohannim, Kenneth Lange, Paul M. Thompson

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Improved Estimation and Interpretation of Correlations in Neural Circuits mā Dimitri Yatsenko, Krešimir Josić́, Alexander S. Ecker, Emmanouil Froudarakis, R. Cotton, Andreas S. Tolias

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Rapid screening for phenotype-genotype associations by linear transformations of genomic evaluations mā José Luis Gualdrón Duarte, R. J. C. Cantet, R. O. Bates, Catherine W. Ernst, Nancy E. Raney, Juan P. Steibel

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Coordinate Dependence of Variability Analysis mā Dagmar Sternad, Se‐Woong Park, Hermann Müller, Neville Hogan

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A Simple Method for Weighted Bending of Genetic (Co)variance Matrices mā H. Jorjani, Lambertus Klei, Ulf Emanuelson

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Sparse Bayesian infinite factor models mā Anirban Bhattacharya, David B. Dunson

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Hierarchical structure of genetic distances: Effects of matrix size, spatial distribution and correlation structure among gene frequencies mā Flávia Melo Rodrigues, José Alexandre Felizola Diniz‐Filho

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Classification of covariance matrices using a Riemannian-based kernel for BCI applications mā Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten

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A high-dimensional two-sample test for the mean using random subspaces mā Måns Thulin

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Linking functional and structural brain images with multivariate network analyses: A novel application of the partial least square method mā Kewei Chen, Eric M. Reiman, Zhongdan Huan, Richard J. Caselli, Daniel Bandy, Napatkamon Ayutyanont, Gene E. Alexander

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