tensor_predictors/LaTeX/main.bib

@article{RegMatrixReg-ZhouLi2014,
    author      = {Zhou, Hua and Li, Lexin},
    title       = {Regularized matrix regression},
    journal     = {Journal of the Royal Statistical Society. Series B (Statistical Methodology)},
    volume      = {76},
    number      = {2},
    pages       = {463--483},
    year        = {2014},
    publisher   = {[Royal Statistical Society, Wiley]}
}

@book{StatInf-CasellaBerger2002,
    title       = {{Statistical Inference}},
    author      = {Casella, George and Berger, Roger L.},
    isbn        = {0-534-24312-6},
    series      = {Duxbury Advanced Series},
    year        = {2002},
    edition     = {2},
    publisher   = {Thomson Learning}
}

@book{MatrixDiffCalc-MagnusNeudecker1999,
    title       = {Matrix Differential Calculus with Applications in Statistics and Econometrics (Revised Edition)},
    author      = {Magnus, Jan R. and Neudecker, Heinz},
    year        = {1999},
    publisher   = {John Wiley \& Sons Ltd},
    isbn        = {0-471-98632-1}
}

@book{MatrixAlgebra-AbadirMagnus2005,
    title       = {Matrix Algebra},
    author      = {Abadir, Karim M. and Magnus, Jan R.},
    year        = {2005},
    publisher   = {Cambridge University Press},
    series      = {Econometric Exercises},
    collection  = {Econometric Exercises},
    place       = {Cambridge},
    doi         = {10.1017/CBO9780511810800}
}

@article{TensorDecomp-HuLeeWang2022,
    author      = {Hu, Jiaxin and Lee, Chanwoo and Wang, Miaoyan},
    title       = {Generalized Tensor Decomposition With Features on Multiple Modes},
    journal     = {Journal of Computational and Graphical Statistics},
    volume      = {31},
    number      = {1},
    pages       = {204-218},
    year        = {2022},
    publisher   = {Taylor \& Francis},
    doi         = {10.1080/10618600.2021.1978471},
}

@article{CovarEstSparseKron-LengPan2018,
    author      = {Leng, Chenlei and Pan, Guangming},
    title       = {{Covariance estimation via sparse Kronecker structures}},
    volume      = {24},
    journal     = {Bernoulli},
    number      = {4B},
    publisher   = {Bernoulli Society for Mathematical Statistics and Probability},
    pages       = {3833 -- 3863},
    year        = {2018},
    doi         = {10.3150/17-BEJ980}
}

@article{sdr-PfeifferKaplaBura2021,
    author      = {Pfeiffer, Ruth and Kapla, Daniel and Bura, Efstathia},
    title       = {{Least squares and maximum likelihood estimation of sufficient reductions in regressions with matrix-valued predictors}},
    volume      = {11},
    year        = {2021},
    journal     = {International Journal of Data Science and Analytics},
    doi         = {10.1007/s41060-020-00228-y}
}

@article{sdr-BuraDuarteForzani2016,
    author      = {Bura, Efstathia and Duarte, Sabrina and Forzani, Liliana},
    title       = {Sufficient Reductions in Regressions With Exponential Family Inverse Predictors},
    journal     = {Journal of the American Statistical Association},
    volume      = {111},
    number      = {515},
    pages       = {1313-1329},
    year        = {2016},
    publisher   = {Taylor \& Francis},
    doi         = {10.1080/01621459.2015.1093944}
}

@article{tsir-DingCook2015,
    author      = {Shanshan Ding and R. Dennis Cook},
    title       = {Tensor sliced inverse regression},
    journal     = {Journal of Multivariate Analysis},
    volume      = {133},
    pages       = {216-231},
    year        = {2015},
    issn        = {0047-259X},
    doi         = {10.1016/j.jmva.2014.08.015}
}

@article{lsir-PfeifferForzaniBura,
    author      = {Pfeiffer, Ruth and Forzani, Liliana and Bura, Efstathia},
    year        = {2012},
    month       = {09},
    pages       = {2414-27},
    title       = {Sufficient dimension reduction for longitudinally measured predictors},
    volume      = {31},
    journal     = {Statistics in medicine},
    doi         = {10.1002/sim.4437}
}

@Inbook{ApproxKron-VanLoanPitsianis1993,
    author      = {Van Loan, C. F. and Pitsianis, N.},
    editor      = {Moonen, Marc S. and Golub, Gene H. and De Moor, Bart L. R.},
    title       = {Approximation with Kronecker Products},
    bookTitle   = {Linear Algebra for Large Scale and Real-Time Applications},
    year        = {1993},
    publisher   = {Springer Netherlands},
    address     = {Dordrecht},
    pages       = {293--314},
    isbn        = {978-94-015-8196-7},
    doi         = {10.1007/978-94-015-8196-7_17}
}