bib.bib

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@Manual{foreach,
  Title                    = {foreach: Provides Foreach Looping Construct for R},
  Author                   = {Revolution Analytics and Steve Weston},
  Note                     = {R package version 1.4.3},
  Year                     = {2015},

  Url                      = {https://CRAN.R-project.org/package=foreach}
}

@Article{anderson2004introduction,
  Title                    = {An introduction to multivariate statistical analysis},
  Author                   = {Anderson-Cook, Christine M},
  Journal                  = {Journal of the American Statistical Association},
  Year                     = {2004},
  Number                   = {467},
  Pages                    = {907--909},
  Volume                   = {99},

  Publisher                = {American Statistical Association}
}

@Article{arlot2010survey,
  Title                    = {A survey of cross-validation procedures for model selection},
  Author                   = {Arlot, Sylvain and Celisse, Alain and others},
  Journal                  = {Statistics surveys},
  Year                     = {2010},
  Pages                    = {40--79},
  Volume                   = {4},

  Publisher                = {The author, under a Creative Commons Attribution License}
}


@Article{lme4,
  Title                    = {Fitting Linear Mixed-Effects Models Using {lme4}},
  Author                   = {Douglas Bates and Martin M{\"a}chler and Ben Bolker and Steve Walker},
  Journal                  = {Journal of Statistical Software},
  Year                     = {2015},
  Number                   = {1},
  Pages                    = {1--48},
  Volume                   = {67},

  Doi                      = {10.18637/jss.v067.i01}
}

@Manual{shiny,
  Title                    = {shiny: Web Application Framework for R},
  Author                   = {Winston Chang and Joe Cheng and JJ Allaire and Yihui Xie and Jonathan McPherson},
  Note                     = {R package version 1.0.0},
  Year                     = {2017},

  Url                      = {https://CRAN.R-project.org/package=shiny}
}

@Book{chapple2016mastering,
  Title                    = {Mastering Parallel Programming with R},
  Author                   = {Chapple, Simon R and Troup, Eilidh and Forster, Thorsten and Sloan, Terence},
  Publisher                = {Packt Publishing Ltd},
  Year                     = {2016}
}

@Book{conway2012machine,
  Title                    = {Machine learning for hackers},
  Author                   = {Conway, Drew and White, John},
  Publisher                = {" O'Reilly Media, Inc."},
  Year                     = {2012}
}

@Book{davis2006direct,
  Title                    = {Direct methods for sparse linear systems},
  Author                   = {Davis, Timothy A},
  Publisher                = {SIAM},
  Year                     = {2006}
}

@Book{dobson2008introduction,
  Title                    = {An introduction to generalized linear models},
  Author                   = {Dobson, Annette J and Barnett, Adrian},
  Publisher                = {CRC press},
  Year                     = {2008}
}

@Manual{datatable,
  Title                    = {data.table: Extension of `data.frame`},
  Author                   = {Matt Dowle and Arun Srinivasan},
  Note                     = {R package version 1.10.4},
  Year                     = {2017},

  Url                      = {https://CRAN.R-project.org/package=data.table}
}

@Book{efron2012large,
  Title                    = {Large-scale inference: empirical Bayes methods for estimation, testing, and prediction},
  Author                   = {Efron, Bradley},
  Publisher                = {Cambridge University Press},
  Year                     = {2012},
  Volume                   = {1}
}

@Book{everitt2011introduction,
  Title                    = {An introduction to applied multivariate analysis with R},
  Author                   = {Everitt, Brian and Hothorn, Torsten},
  Publisher                = {Springer Science \& Business Media},
  Year                     = {2011}
}

@PhdThesis{fithian2015topics,
  Title                    = {Topics in Adaptive Inference},
  Author                   = {Fithian, William},
  School                   = {STANFORD UNIVERSITY},
  Year                     = {2015}
}

@Article{foster2004variable,
  Title                    = {Variable selection in data mining: Building a predictive model for bankruptcy},
  Author                   = {Foster, Dean P and Stine, Robert A},
  Journal                  = {Journal of the American Statistical Association},
  Year                     = {2004},
  Number                   = {466},
  Pages                    = {303--313},
  Volume                   = {99},

  Publisher                = {Taylor \& Francis}
}

@Book{friedman2001elements,
  Title                    = {The elements of statistical learning},
  Author                   = {Friedman, Jerome and Hastie, Trevor and Tibshirani, Robert},
  Publisher                = {Springer series in statistics Springer, Berlin},
  Year                     = {2001},
  Volume                   = {1}
}

@Book{gentle2012numerical,
  Title                    = {Numerical linear algebra for applications in statistics},
  Author                   = {Gentle, James E},
  Publisher                = {Springer Science \& Business Media},
  Year                     = {2012}
}

@Article{gilbert1992sparse,
  Title                    = {Sparse matrices in MATLAB: Design and implementation},
  Author                   = {Gilbert, John R and Moler, Cleve and Schreiber, Robert},
  Journal                  = {SIAM Journal on Matrix Analysis and Applications},
  Year                     = {1992},
  Number                   = {1},
  Pages                    = {333--356},
  Volume                   = {13},

  Publisher                = {SIAM}
}

@Book{golub2012matrix,
  Title                    = {Matrix computations},
  Author                   = {Golub, Gene H and Van Loan, Charles F},
  Publisher                = {JHU Press},
  Year                     = {2012},
  Volume                   = {3}
}

@Article{graham1988isometric,
  Title                    = {Isometric embeddings of graphs},
  Author                   = {Graham, RL},
  Journal                  = {Selected Topics in Graph Theory},
  Year                     = {1988},
  Pages                    = {133--150},
  Volume                   = {3},

  Publisher                = {Academic Press San Diego, CA}
}

@Book{greene2003econometric,
  Title                    = {Econometric analysis},
  Author                   = {Greene, William H},
  Publisher                = {Pearson Education India},
  Year                     = {2003}
}

@Article{hotelling1933analysis,
  Title                    = {Analysis of a complex of statistical variables into principal components.},
  Author                   = {Hotelling, Harold},
  Journal                  = {Journal of educational psychology},
  Year                     = {1933},
  Number                   = {6},
  Pages                    = {417},
  Volume                   = {24},

  Publisher                = {Warwick \& York}
}

@Book{james2013introduction,
  Title                    = {An introduction to statistical learning},
  Author                   = {James, Gareth and Witten, Daniela and Hastie, Trevor and Tibshirani, Robert},
  Publisher                = {Springer},
  Year                     = {2013},
  Volume                   = {6}
}

@Article{javanmard2014confidence,
  Title                    = {Confidence intervals and hypothesis testing for high-dimensional regression.},
  Author                   = {Javanmard, Adel and Montanari, Andrea},
  Journal                  = {Journal of Machine Learning Research},
  Year                     = {2014},
  Number                   = {1},
  Pages                    = {2869--2909},
  Volume                   = {15}
}

@Article{kalisch2014causal,
  Title                    = {Causal structure learning and inference: a selective review},
  Author                   = {Kalisch, Markus and B{\"u}hlmann, Peter},
  Journal                  = {Quality Technology \& Quantitative Management},
  Year                     = {2014},
  Number                   = {1},
  Pages                    = {3--21},
  Volume                   = {11},

  Publisher                = {Taylor \& Francis}
}

@Article{kane2013scalable,
  Title                    = {Scalable strategies for computing with massive data},
  Author                   = {Kane, Michael J and Emerson, John and Weston, Stephen and others},
  Journal                  = {Journal of Statistical Software},
  Year                     = {2013},
  Number                   = {14},
  Pages                    = {1--19},
  Volume                   = {55}
}

@Book{lantz2013machine,
  Title                    = {Machine learning with R},
  Author                   = {Lantz, Brett},
  Publisher                = {Packt Publishing Ltd},
  Year                     = {2013}
}

@InProceedings{leisch2002sweave,
  Title                    = {Sweave: Dynamic generation of statistical reports using literate data analysis},
  Author                   = {Leisch, Friedrich},
  Booktitle                = {Compstat},
  Year                     = {2002},
  Organization             = {Springer},
  Pages                    = {575--580}
}

@Book{leskovec2014mining,
  Title                    = {Mining of massive datasets},
  Author                   = {Leskovec, Jure and Rajaraman, Anand and Ullman, Jeffrey David},
  Publisher                = {Cambridge University Press},
  Year                     = {2014}
}

@Article{mccullagh1984generalized,
  Title                    = {Generalized linear models},
  Author                   = {McCullagh, Peter},
  Journal                  = {European Journal of Operational Research},
  Year                     = {1984},
  Number                   = {3},
  Pages                    = {285--292},
  Volume                   = {16},

  Publisher                = {Elsevier}
}

@Article{miller1992algorithm,
  Title                    = {Algorithm AS 274: Least squares routines to supplement those of Gentleman},
  Author                   = {Miller, Alan J},
  Journal                  = {Journal of the Royal Statistical Society. Series C (Applied Statistics)},
  Year                     = {1992},
  Number                   = {2},
  Pages                    = {458--478},
  Volume                   = {41},

  Publisher                = {JSTOR}
}

@Book{mohri2012foundations,
  Title                    = {Foundations of machine learning},
  Author                   = {Mohri, Mehryar and Rostamizadeh, Afshin and Talwalkar, Ameet},
  Publisher                = {MIT press},
  Year                     = {2012}
}

@Article{nadler2008finite,
  Title                    = {Finite sample approximation results for principal component analysis: A matrix perturbation approach},
  Author                   = {Nadler, Boaz},
  Journal                  = {The Annals of Statistics},
  Year                     = {2008},
  Pages                    = {2791--2817},

  Publisher                = {JSTOR}
}

@Article{pearson1901liii,
  Title                    = {LIII. On lines and planes of closest fit to systems of points in space},
  Author                   = {Pearson, Karl},
  Journal                  = {The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science},
  Year                     = {1901},
  Number                   = {11},
  Pages                    = {559--572},
  Volume                   = {2},

  Publisher                = {Taylor \& Francis}
}

@Manual{Rlanguage,
  Title                    = {R: A Language and Environment for Statistical Computing},

  Address                  = {Vienna, Austria},
  Author                   = {{R Core Team}},
  Organization             = {R Foundation for Statistical Computing},
  Year                     = {2016},

  Url                      = {https://www.R-project.org/}
}

@Book{ripley2007pattern,
  Title                    = {Pattern recognition and neural networks},
  Author                   = {Ripley, Brian D},
  Publisher                = {Cambridge university press},
  Year                     = {2007}
}

@Article{rosenblatt2013practitioner,
  Title                    = {A Practitioner's Guide to Multiple Testing Error Rates},
  Author                   = {Rosenblatt, Jonathan},
  Journal                  = {arXiv preprint arXiv:1304.4920},
  Year                     = {2013}
}

@Article{rosenblatt2014selective,
  Title                    = {Selective correlations; not voodoo},
  Author                   = {Rosenblatt, Jonathan D and Benjamini, Yoav},
  Journal                  = {NeuroImage},
  Year                     = {2014},
  Pages                    = {401--410},
  Volume                   = {103},

  Publisher                = {Elsevier}
}

@Manual{RStudio2013,
  Title                    = {Easy web applications in R.},
  Author                   = {{RStudio, Inc}},
  Note                     = {URL: \url{http://www.rstudio.com/shiny/}},
  Year                     = {2013}
}

@Book{sammut2011encyclopedia,
  Title                    = {Encyclopedia of machine learning},
  Author                   = {Sammut, Claude and Webb, Geoffrey I},
  Publisher                = {Springer Science \& Business Media},
  Year                     = {2011}
}

@Book{lattice,
  Title                    = {Lattice: Multivariate Data Visualization with R},
  Author                   = {Deepayan Sarkar},
  Publisher                = {Springer},
  Year                     = {2008},

  Address                  = {New York},
  Note                     = {ISBN 978-0-387-75968-5},

  Url                      = {http://lmdvr.r-forge.r-project.org}
}

@Article{schmidberger2009state,
  Title                    = {State of the art in Parallel Computing with R},
  Author                   = {Schmidberger, Markus and Morgan, Martin and Eddelbuettel, Dirk and Yu, Hao and Tierney, Luke and Mansmann, Ulrich},
  Journal                  = {Journal of Statistical Software},
  Year                     = {2009},
  Number                   = {1},
  Volume                   = {47}
}

@Book{searle2009variance,
  Title                    = {Variance components},
  Author                   = {Searle, Shayle R and Casella, George and McCulloch, Charles E},
  Publisher                = {John Wiley \& Sons},
  Year                     = {2009},
  Volume                   = {391}
}

@InProceedings{shah2004sparse,
  Title                    = {Sparse matrices in Matlab* P: Design and implementation},
  Author                   = {Shah, Viral and Gilbert, John R},
  Booktitle                = {International Conference on High-Performance Computing},
  Year                     = {2004},
  Organization             = {Springer},
  Pages                    = {144--155}
}

@Book{shalev2014understanding,
  Title                    = {Understanding machine learning: From theory to algorithms},
  Author                   = {Shalev-Shwartz, Shai and Ben-David, Shai},
  Publisher                = {Cambridge university press},
  Year                     = {2014}
}

@Manual{plotly,
  Title                    = {plotly: Create Interactive Web Graphics via 'plotly.js'},
  Author                   = {Carson Sievert and Chris Parmer and Toby Hocking and Scott Chamberlain and Karthik Ram and Marianne Corvellec and Pedro Despouy},
  Note                     = {R package version 4.5.6},
  Year                     = {2016},

  Url                      = {https://CRAN.R-project.org/package=plotly}
}

@Article{small1990survey,
  Title                    = {A survey of multidimensional medians},
  Author                   = {Small, Christopher G},
  Journal                  = {International Statistical Review/Revue Internationale de Statistique},
  Year                     = {1990},
  Pages                    = {263--277},

  Publisher                = {JSTOR}
}

@Book{tukey1977exploratory,
  Title                    = {Exploratory data analysis},
  Author                   = {Tukey, John W},
  Publisher                = {Reading, Mass.},
  Year                     = {1977}
}

@Book{vapnik2013nature,
  Title                    = {The nature of statistical learning theory},
  Author                   = {Vapnik, Vladimir},
  Publisher                = {Springer science \& business media},
  Year                     = {2013}
}

@Book{venables2013modern,
  Title                    = {Modern applied statistics with S-PLUS},
  Author                   = {Venables, William N and Ripley, Brian D},
  Publisher                = {Springer Science \& Business Media},
  Year                     = {2013}
}

@Misc{venables2004introduction,
  Title                    = {An introduction to R},

  Author                   = {Venables, William N and Smith, David M and R Development Core Team and others},
  Year                     = {2004},

  Publisher                = {Network Theory Limited}
}

@Article{wang2015statistical,
  Title                    = {Statistical methods and computing for big data},
  Author                   = {Wang, Chun and Chen, Ming-Hui and Schifano, Elizabeth and Wu, Jing and Yan, Jun},
  Journal                  = {arXiv preprint arXiv:1502.07989},
  Year                     = {2015}
}

@Book{weihs2013foundations,
  Title                    = {Foundations of Statistical Algorithms: With References to R Packages},
  Author                   = {Weihs, Claus and Mersmann, Olaf and Ligges, Uwe},
  Publisher                = {CRC Press},
  Year                     = {2013}
}

@Book{weiss2005modeling,
  Title                    = {Modeling longitudinal data},
  Author                   = {Weiss, Robert E},
  Publisher                = {Springer Science \& Business Media},
  Year                     = {2005}
}

@Book{wickham2014advanced,
  Title                    = {Advanced R},
  Author                   = {Wickham, Hadley},
  Publisher                = {CRC Press},
  Year                     = {2014}
}

@Book{ggplot2,
  Title                    = {ggplot2: Elegant Graphics for Data Analysis},
  Author                   = {Hadley Wickham},
  Publisher                = {Springer-Verlag New York},
  Year                     = {2009},

  ISBN                     = {978-0-387-98140-6},
  Url                      = {http://ggplot2.org}
}

@Manual{dplyr,
  Title                    = {dplyr: A Grammar of Data Manipulation},
  Author                   = {Hadley Wickham and Romain Francois},
  Note                     = {R package version 0.5.0},
  Year                     = {2016},

  Url                      = {https://CRAN.R-project.org/package=dplyr}
}

@Manual{readr,
  Title                    = {readr: Read Tabular Data},
  Author                   = {Hadley Wickham and Jim Hester and Romain Francois},
  Note                     = {R package version 1.0.0},
  Year                     = {2016},

  Url                      = {https://CRAN.R-project.org/package=readr}
}

@Book{wilcox2011introduction,
  Title                    = {Introduction to robust estimation and hypothesis testing},
  Author                   = {Wilcox, Rand R},
  Publisher                = {Academic Press},
  Year                     = {2011}
}

@Article{wilkinson1973symbolic,
  Title                    = {Symbolic description of factorial models for analysis of variance},
  Author                   = {Wilkinson, GN and Rogers, CE},
  Journal                  = {Applied Statistics},
  Year                     = {1973},
  Pages                    = {392--399},

  Publisher                = {JSTOR}
}

@Book{wilkinson2006grammar,
  Title                    = {The grammar of graphics},
  Author                   = {Wilkinson, Leland},
  Publisher                = {Springer Science \& Business Media},
  Year                     = {2006}
}

@Book{xie2016bookdown,
  Title                    = {bookdown: Authoring Books and Technical Documents with R Markdown},
  Author                   = {Xie, Yihui},
  Publisher                = {CRC Press},
  Year                     = {2016}
}

@Book{xie2015dynamic,
  Title                    = {Dynamic Documents with R and knitr},
  Author                   = {Xie, Yihui},
  Publisher                = {CRC Press},
  Year                     = {2015},
  Volume                   = {29}
}

@InProceedings{yang2013trading,
  Title                    = {Trading computation for communication: Distributed stochastic dual coordinate ascent},
  Author                   = {Yang, Tianbao},
  Booktitle                = {Advances in Neural Information Processing Systems},
  Year                     = {2013},
  Pages                    = {629--637}
}

@article{goeman2006testing,
  title={Testing against a high dimensional alternative},
  author={Goeman, Jelle J and Van De Geer, Sara A and Van Houwelingen, Hans C},
  journal={Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
  volume={68},
  number={3},
  pages={477--493},
  year={2006},
  publisher={Wiley Online Library}
}

@article{rosset2018fixed,
  title={From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation},
  author={Rosset, Saharon and Tibshirani, Ryan J},
  journal={Journal of the American Statistical Association},
  number={just-accepted},
  year={2018},
  publisher={Taylor \& Francis}
}

@article{robinson1991blup,
  title={That BLUP is a good thing: the estimation of random effects},
  author={Robinson, George K},
  journal={Statistical science},
  pages={15--32},
  year={1991},
  publisher={JSTOR}
}

@article{rabinowicz2018assessing,
  title={Assessing Prediction Error at Interpolation and Extrapolation Points},
  author={Rabinowicz, Assaf and Rosset, Saharon},
  journal={arXiv preprint arXiv:1802.00996},
  year={2018}
}


@article{rosenblatt2016better,
  title={Better-Than-Chance Classification for Signal Detection},
  author={Rosenblatt, Jonathan and Gilron, Roee and Mukamel, Roy},
  journal={arXiv preprint arXiv:1608.08873},
  year={2016}
}


@article{bai1996effect,
  title={Effect of high dimension: by an example of a two sample problem},
  author={Bai, Zhidong and Saranadasa, Hewa},
  journal={Statistica Sinica},
  pages={311--329},
  year={1996},
  publisher={JSTOR}
}

@article{benjamini2001control,
  title={The control of the false discovery rate in multiple testing under dependency},
  author={Benjamini, Yoav and Yekutieli, Daniel},
  journal={Annals of statistics},
  pages={1165--1188},
  year={2001},
  publisher={JSTOR}
}


@article{simes1986improved,
  title={An improved Bonferroni procedure for multiple tests of significance},
  author={Simes, R John},
  journal={Biometrika},
  volume={73},
  number={3},
  pages={751--754},
  year={1986},
  publisher={Oxford University Press}
}

@misc{pinero2000mixed,
  title={Mixed-effects models in S and S-PLUS (statistics and computing)},
  author={Pinero, Jose and Bates, Douglas},
  year={2000},
  publisher={Springer, New York}
}


@book{shawe2004kernel,
  title={Kernel methods for pattern analysis},
  author={Shawe-Taylor, John and Cristianini, Nello},
  year={2004},
  publisher={Cambridge university press}
}

@article{diaconis2008horseshoes,
  title={Horseshoes in multidimensional scaling and local kernel methods},
  author={Diaconis, Persi and Goel, Sharad and Holmes, Susan},
  journal={The Annals of Applied Statistics},
  pages={777--807},
  year={2008},
  publisher={JSTOR}
}

@article{izenman2008modern,
  title={Modern multivariate statistical techniques},
  author={Izenman, Alan Julian},
  journal={Regression, classification and manifold learning},
  year={2008},
  publisher={Springer}
}

@article{arnold2015iotools,
  title={iotools: High-Performance I/O Tools for R},
  author={Arnold, Taylor and Kane, Michael and Urbanek, Simon},
  journal={arXiv preprint arXiv:1510.00041},
  year={2015}
}

@article{frumento2012evaluating,
  title={Evaluating the effect of training on wages in the presence of noncompliance, nonemployment, and missing outcome data},
  author={Frumento, Paolo and Mealli, Fabrizia and Pacini, Barbara and Rubin, Donald B},
  journal={Journal of the American Statistical Association},
  volume={107},
  number={498},
  pages={450--466},
  year={2012},
  publisher={Taylor and Francis Group}
}

@book{christakos2000modern,
  title={Modern spatiotemporal geostatistics},
  author={Christakos, George},
  volume={6},
  year={2000},
  publisher={Oxford University Press}
}

@article{diggle1998model,
  title={Model-based geostatistics},
  author={Diggle, Peter J and Tawn, JA and Moyeed, RA},
  journal={Journal of the Royal Statistical Society: Series C (Applied Statistics)},
  volume={47},
  number={3},
  pages={299--350},
  year={1998},
  publisher={Wiley Online Library}
}

@misc{allard2013j,
  title={J.-P. Chiles, P. Delfiner: Geostatistics: Modeling Spatial Uncertainty},
  author={Allard, Denis},
  year={2013},
  publisher={Springer}
}

@book{cressie2015statistics,
  title={Statistics for spatio-temporal data},
  author={Cressie, Noel and Wikle, Christopher K},
  year={2015},
  publisher={John Wiley and Sons}
}

@book{cotton2017testing,
  title={Testing R Code},
  author={Cotton, Richard},
  year={2017},
  publisher={Chapman and Hall/CRC}
}

@article{wickham2011testthat,
  title={testthat: Get started with testing},
  author={Wickham, Hadley},
  journal={The R Journal},
  volume={3},
  number={1},
  pages={5--10},
  year={2011}
}

@article{bonat2018multiple,
  title={Multiple response variables regression models in R: the mcglm package},
  author={Bonat, Wagner Hugo},
  journal={Journal of Statistical Software},
  volume={84},
  number={1},
  pages={1--30},
  year={2018}
}

@article{eisenhart1947assumptions,
  title={The assumptions underlying the analysis of variance},
  author={Eisenhart, Churchill},
  journal={Biometrics},
  volume={3},
  number={1},
  pages={1--21},
  year={1947},
  publisher={JSTOR}
}

@article{kempthorne1975fixed,
  title={Fixed and mixed models in the analysis of variance},
  author={Kempthorne, Oscar},
  journal={Biometrics},
  pages={473--486},
  year={1975},
  publisher={JSTOR}
}

@article{elgohary2017scaling,
  title={Scaling machine learning via compressed linear algebra},
  author={Elgohary, Ahmed and Boehm, Matthias and Haas, Peter J and Reiss, Frederick R and Reinwald, Berthold},
  journal={ACM SIGMOD Record},
  volume={46},
  number={1},
  pages={42--49},
  year={2017},
  publisher={ACM}
}

@book{bryant2015computer,
  title={Computer Systems: A Programmer's Perspective plus MasteringEngineering with Pearson eText--Access Card Package},
  author={Bryant, Randal E and O'Hallaron, David R},
  year={2015},
  publisher={Pearson}
}

@article{rosenblatt2016optimality,
  title={On the optimality of averaging in distributed statistical learning},
  author={Rosenblatt, Jonathan D and Nadler, Boaz},
  journal={Information and Inference: A Journal of the IMA},
  volume={5},
  number={4},
  pages={379--404},
  year={2016},
  publisher={Oxford University Press}
}

@article{maechler20062nd,
  title={2nd Introduction to the Matrix package},
  author={Maechler, Martin and Bates, Douglas},
  journal={R Core Development Team. Accessed on: https://stat. ethz. ch/R-manual/R-devel/library/Matrix/doc/Intro2Matrix. pdf},
  year={2006}
}


@article{oancea2015accelerating,
  title={Accelerating R with high performance linear algebra libraries},
  author={Oancea, Bogdan and Andrei, Tudorel and Dragoescu, Raluca Mariana},
  journal={arXiv preprint arXiv:1508.00688},
  year={2015}
}

@article{barr2013random,
  title={Random effects structure for confirmatory hypothesis testing: Keep it maximal},
  author={Barr, Dale J and Levy, Roger and Scheepers, Christoph and Tily, Harry J},
  journal={Journal of memory and language},
  volume={68},
  number={3},
  pages={255--278},
  year={2013},
  publisher={Elsevier}
}

@article{goeman2014multiple,
  title={Multiple hypothesis testing in genomics},
  author={Goeman, Jelle J and Solari, Aldo},
  journal={Statistics in medicine},
  volume={33},
  number={11},
  pages={1946--1978},
  year={2014},
  publisher={Wiley Online Library}
}

@article{eddelbuettel2019parallel,
  title={Parallel Computing With R: A Brief Review},
  author={Eddelbuettel, Dirk},
  journal={arXiv preprint arXiv:1912.11144},
  year={2019}
}

@book{hodges2013richly,
  title={Richly parameterized linear models: additive, time series, and spatial models using random effects},
  author={Hodges, James S},
  year={2013},
  publisher={CRC Press}
}