2418 lines
80 KiB
BibTeX
2418 lines
80 KiB
BibTeX
@book{AbadirMagnus2005,
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author = {Abadir, Karim M. and Magnus, Jan R.},
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year = {2005},
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title = {Matrix Algebra},
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publisher = {Cambridge University Press},
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doi = {10.1017/CBO9780511810800},
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collection = {Econometric Exercises},
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place = {Cambridge},
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series = {Econometric Exercises}
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}
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@book{AbsilEtAl2007,
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author = {Absil, P.-A. and Mahony, R. and Sepulchre, R.},
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year = {2008},
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title = {{Optimization Algorithms on Matrix Manifolds}},
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pages = {xvi+224},
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publisher = {Princeton University Press, Princeton, NJ},
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doi = {10.1515/9781400830244},
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isbn = {978-0-691-13298-3},
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mrclass = {90-02 (58E17 90C30 90C52)},
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mrnumber = {2364186},
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note = {Full Online Text \url{https://press.princeton.edu/absil}}
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}
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@article{AdragniCook2009,
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author = {Adragni, Kofi P. and Cook, R. Dennis},
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year = {2009},
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title = {Sufficient dimension reduction and prediction in regression},
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journal = {Philos. Trans. R. Soc. Lond. Ser. A Math. Phys. Eng. Sci.},
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volume = {367},
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number = {1906},
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pages = {4385--4405},
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issn = {1364-503X,1471-2962},
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doi = {10.1098/rsta.2009.0110},
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fjournal = {Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences},
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mrclass = {62J02 (62H25)},
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mrnumber = {2546393}
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}
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@book{Anderson2003,
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author = {T. W. Anderson},
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year = {2003},
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title = {An Introduction to Multivariate Statistical Analysis},
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publisher = {Wiley},
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address = {New York, NY},
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edition = {third}
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}
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@book{Arnold1981,
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author = {Arnold, Steven F},
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year = {1981},
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title = {The theory of linear models and multivariate analysis},
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publisher = {Wiley},
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address = {New York, NY [u.a.]},
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isbn = {0471050652},
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keywords = {Multivariate Analyse},
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language = {eng},
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series = {Wiley series in probability and mathematical statistics : Probability and mathematical statistics}
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}
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@article{BanerjeeEtAl2008,
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author = {Onureena Banerjee and Laurent El Ghaoui and Alexandre d'Aspremont},
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year = {2008},
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title = {Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data},
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journal = {Journal of Machine Learning Research},
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volume = {9},
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number = {15},
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pages = {485-516},
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url = {http://jmlr.org/papers/v9/banerjee08a.html}
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}
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@article{BasserPajevic2000,
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author = {Basser, Peter J. and Pajevic, Sinisa},
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year = {2000},
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title = {Statistical artifacts in diffusion tensor MRI (DT-MRI) caused by background noise},
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journal = {Magnetic Resonance in Medicine},
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volume = {44},
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number = {1},
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pages = {41-50},
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doi = {10.1002/1522-2594(200007)44:1<41::AID-MRM8>3.0.CO;2-O}
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}
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@article{BasserPajevic2003,
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author = {Basser, Peter J and Pajevic, Sinisa},
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year = {2003},
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title = {A normal distribution for tensor-valued random variables: applications to diffusion tensor MRI},
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journal = {IEEE transactions on medical imaging},
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volume = {22},
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number = {7},
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pages = {785--794},
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publisher = {IEEE}
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}
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@article{BasserPajevic2007,
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author = {Peter J. Basser and Sinisa Pajevic},
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year = {2007},
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title = {Spectral decomposition of a 4th-order covariance tensor: Applications to diffusion tensor MRI},
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journal = {Signal Processing},
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volume = {87},
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number = {2},
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pages = {220-236},
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issn = {0165-1684},
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doi = {10.1016/j.sigpro.2006.02.050},
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note = {Tensor Signal Processing}
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}
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@article{Besag1974,
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author = {Besag, Julian},
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year = {1974},
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title = {Spatial Interaction and the Statistical Analysis of Lattice Systems},
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journal = {Journal of the Royal Statistical Society: Series B (Methodological)},
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volume = {36},
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number = {2},
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pages = {192-225},
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doi = {10.1111/j.2517-6161.1974.tb00999.x}
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}
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@incollection{Bottou1998,
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author = {Bottou, L\'{e}on},
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year = {1998},
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title = {Online Algorithms and Stochastic Approximations},
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publisher = {Cambridge University Press},
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address = {Cambridge, UK},
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booktitle = {Online Learning and Neural Networks},
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editor = {Saad, David},
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note = {\url{http://leon.bottou.org/papers/bottou-98x} revised, Oct 2012}
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}
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@article{Brenner2018,
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author = {Brenner, A.V. and Inskip, P.D. and Rusiecki, J. and Rabkin, C.S. and Engels, J. and Pfeiffer, R.M.},
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year = {2018},
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title = {Serially measured pre-diagnostic levels of serum cytokines and risk of brain cancer in active component military personnel},
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journal = {British Journal of Cancer},
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volume = {119},
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number = {7},
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pages = {893-900},
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doi = {10.1038/s41416-018-0272-x},
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document_type = {Article}
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}
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@article{BrownEtAl2001,
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author = {Brown, P. J. and Kenward, M. G. and Bassett, E. E.},
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year = {2001},
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title = {Bayesian discrimination with longitudinal data},
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journal = {Biostatistics},
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volume = {2},
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number = {4},
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pages = {417-432},
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issn = {1465-4644},
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doi = {10.1093/biostatistics/2.4.417},
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month = {12}
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}
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@article{BuraCook2001a,
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author = {Efstathia Bura and R. Dennis Cook},
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year = {2001},
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title = {Extending Sliced Inverse Regression},
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journal = {Journal of the American Statistical Association},
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volume = {96},
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number = {455},
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pages = {996-1003},
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publisher = {Taylor & Francis},
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doi = {10.1198/016214501753208979}
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}
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@article{BuraCook2001b,
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author = {Bura, Efstathia and Cook, R. Dennis},
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year = {2001},
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title = {Estimating the structural dimension of regressions via parametric inverse regression},
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journal = {J. R. Stat. Soc. Ser. B Stat. Methodol.},
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volume = {63},
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number = {2},
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pages = {393--410},
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publisher = {Wiley-Blackwell},
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issn = {1369-7412},
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fjournal = {Journal of the Royal Statistical Society. Series B: Statistical Methodology}
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}
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@article{BuraDuarteForzani2016,
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author = {Efstathia Bura and Sabrina Duarte and Liliana Forzani},
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year = {2016},
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title = {Sufficient Reductions in Regressions With Exponential Family Inverse Predictors},
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journal = {J. Amer. Statist. Assoc.},
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volume = {111},
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number = {515},
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pages = {1313--1329},
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publisher = {Taylor \& Francis},
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doi = {10.1080/01621459.2015.1093944},
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fjournal = {Journal of the American Statistical Association}
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}
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@article{BuraEtAl2018,
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author = {Bura, Efstathia and Duarte, Sabrina and Forzani, Liliana and E. Smucler and M. Sued},
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year = {2018},
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title = {Asymptotic theory for maximum likelihood estimates in reduced-rank multivariate generalized linear models},
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journal = {Statistics},
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volume = {52},
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number = {5},
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pages = {1005--1024},
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publisher = {Taylor \& Francis},
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doi = {10.1080/02331888.2018.1467420},
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fjournal = {Statistics. A Journal of Theoretical and Applied Statistics}
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}
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@article{BuraEtAl2022,
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author = {Bura, Efstathia and Forzani, Liliana and Garc\'{i}a Arancibia, Rodrigo and Llop, Pamela and Tomassi, Diego},
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year = {2022},
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title = {Sufficient reductions in regression with mixed predictors},
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journal = {J. Mach. Learn. Res.},
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volume = {23},
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number = {102},
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pages = {1--47},
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issn = {1532-4435,1533-7928},
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url = {http://jmlr.org/papers/v23/21-0175.html},
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fjournal = {Journal of Machine Learning Research (JMLR)},
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mrclass = {62H12 (62H22 62H25 62J02 65C20)},
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mrnumber = {4576687}
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}
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@article{BuraForzani2015,
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author = {Bura, Efstathia and Forzani, Liliana},
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year = {2015},
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title = {{Sufficient Reductions in Regressions With Elliptically Contoured Inverse Predictors}},
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journal = {J. Amer. Statist. Assoc.},
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volume = {110},
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number = {509},
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pages = {420--434},
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doi = {10.1080/01621459.2014.914440},
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fjournal = {Journal of the American Statistical Association},
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mrclass = {62J02 (62J05 62P10)}
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}
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title = {An introduction to tensor products with applications to multiway data analysis},
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journal = {Chemometrics and Intelligent Laboratory Systems},
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pages = {229-237},
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doi = {10.1016/0169-7439(95)80060-M}
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}
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@article{Burges2010,
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author = {Christopher J. C. Burges},
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year = {2010},
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title = {Dimension Reduction: A Guided Tour},
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journal = {Foundations and Trends® in Machine Learning},
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title = {Market structure explained by pairwise interactions},
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journal = {Physica A: Statistical Mechanics and its Applications},
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doi = {10.1016/j.physa.2012.10.046}
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}
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author = {Cand\`es, Emmanuel J. and Wakin, Michael B. and Boyd, Stephen P.},
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doi = {10.1007/s00041-008-9045-x},
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fjournal = {The Journal of Fourier Analysis and Applications},
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mrclass = {90C25 (90C27 94A12)},
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mrnumber = {2461611}
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}
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author = {Carroll, Raymond James and Li, Ker-Chau},
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title = {Binary regressors in dimension reduction models: a new look at treatment comparisons},
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@book{CasellaBerger2002,
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author = {Casella, George and Berger, Roger L.},
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year = {2002},
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title = {{Statistical Inference}},
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publisher = {Thomson Learning},
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isbn = {0-534-24312-6},
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series = {Duxbury Advanced Series}
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}
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@article{ChakrabortyEtAl2022,
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author = {Anirban Chakraborty and Matthias Katzfuss and Joseph Guinness},
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title = {Ordered conditional approximation of Potts models},
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journal = {Spatial Statistics},
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@article{ChenEtAl2021,
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author = {Chen, You-Lin and Kolar, Mladen and Tsay, Ruey S.},
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title = {Tensor Canonical Correlation Analysis With Convergence and Statistical Guarantees},
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journal = {Journal of Computational and Graphical Statistics},
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}
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@article{ChenZouCook2010,
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author = {Chen, Xin and Zou, Changliang and Cook, R. Dennis},
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year = {2010},
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title = {Coordinate-independent sparse sufficient dimension reduction and variable selection},
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journal = {Ann. Statist.},
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doi = {10.1214/10-AOS826},
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month = {12}
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}
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@article{ChiaroCookLi2002,
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author = {Chiaromonte, F. and Cook, R. Dennis and Li, B.},
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year = {2002},
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title = {Sufficient dimension reduction in regressions with categorical predictors},
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journal = {Ann. Statist.},
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publisher = {The Institute of Mathematical Statistics},
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issue = {2}
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}
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@article{ChiaromonteCook2002,
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author = {Chiaromonte, Francesca and Cook, R. Dennis},
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title = {Sufficient dimension reduction and graphics in regression},
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journal = {Ann. Inst. Statist. Math.},
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fjournal = {Annals of the Institute of Statistical Mathematics},
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mrclass = {62J05 (62H99)},
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mrnumber = {1954046}
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}
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author = {Comon, Pierre},
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title = {{Tensor Decompositions: State of the Art and Applications}},
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booktitle = {{Mathematics in Signal Processing V}},
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isbn = {9780198507345},
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author = {Comon, Pierre},
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series = {Graduate Texts in Mathematics}
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@article{Cook2000,
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author = {R. Dennis Cook},
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year = {2000},
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title = {Save: a method for dimension reduction and graphics in regression},
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@article{Cook2007,
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author = {Cook, R. Dennis},
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title = {{Fisher Lecture: Dimension Reduction in Regression}},
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journal = {Statistical Science},
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@article{Cook2018,
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author = {Cook, R. Dennis},
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year = {2018},
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title = {Principal Components, Sufficient Dimension Reduction, and Envelopes},
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journal = {Annual Review of Statistics and Its Application},
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number = {1},
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}
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