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@article{serfling1974probability,
AUTHOR = {Serfling, R.J.},
TITLE = {Probability inequalities for the sum in sampling without
replacement},
JOURNAL = {Ann. Statist.},
FJOURNAL = {The Annals of Statistics},
VOLUME = {2},
YEAR = {1974},
PAGES = {39--48},
ISSN = {0090-5364},
MRCLASS = {62G10 (62D05)},
MRNUMBER = {0420967 (54 \#8976)},
MRREVIEWER = {B. Raja Rao},
}
@article{fei2007learning,
author = {Li, F.F. and Fergus, R. and Perona, P.},
title = {Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories},
journal = {Comput. Vis. Image Underst.},
issue_date = {April, 2007},
volume = {106},
number = {1},
month = apr,
year = {2007},
issn = {1077-3142},
pages = {59--70},
numpages = {12},
url = {http://dx.doi.org/10.1016/j.cviu.2005.09.012},
doi = {10.1016/j.cviu.2005.09.012},
acmid = {1235969},
publisher = {Elsevier Science Inc.},
address = {New York, NY, USA},
keywords = {Bayesian model, Categorization, Generative model, Incremental learning, Object recognition},
}
@article{neyman1928use,
title={On the use and interpretation of certain test criteria for purposes of statistical inference: Part I},
author={Neyman, J. and Pearson, E.S.},
journal={Biometrika},
volume={20},
number={1/2},
pages={175--240},
year={1928},
publisher={JSTOR}
}
@article{ludbrook1998permutation,
title={Why permutation tests are superior to {$t$}- and {$F$}-tests in biomedical research},
author={Ludbrook, J. and Dudley, H.},
journal={American Statistician},
pages={127--132},
year={1998},
publisher={JSTOR}
}
@article{diaconis2008comment,
title={Comment},
author={Diaconis, P. and Lehmann, E.},
journal = {J. Amer. Statist. Assoc.},
fjournal = {Journal of the American Statistical Association},
volume={103},
number={481},
pages={16--19},
year={2008},
publisher={ASA}
}
@article{david2008beginnings,
AUTHOR = {David, H.A.},
TITLE = {The beginnings of randomization tests},
JOURNAL = {Amer. Statist.},
FJOURNAL = {The American Statistician},
VOLUME = {62},
YEAR = {2008},
NUMBER = {1},
PAGES = {70--72},
ISSN = {0003-1305},
CODEN = {ASTAAJ},
MRCLASS = {Database Expansion Item},
MRNUMBER = {2416900},
DOI = {10.1198/000313008X269576},
URL = {http://dx.doi.org/10.1198/000313008X269576},
}
@article{bentkus1996berry,
AUTHOR = {Bentkus, V. and G{\"o}tze, F.},
TITLE = {The {B}erry-{E}sseen bound for {S}tudent's statistic},
JOURNAL = {Ann. Probab.},
FJOURNAL = {The Annals of Probability},
VOLUME = {24},
YEAR = {1996},
NUMBER = {1},
PAGES = {491--503},
ISSN = {0091-1798},
CODEN = {APBYAE},
MRCLASS = {62E20 (60F05)},
MRNUMBER = {1387647 (97f:62021)},
MRREVIEWER = {Petr Lachout},
DOI = {10.1214/aop/1042644728},
URL = {http://dx.doi.org/10.1214/aop/1042644728},
}
@incollection{shao2005explicit,
AUTHOR = {Shao, Q.M.},
TITLE = {An explicit {B}erry-{E}sseen bound for {S}tudent's
{$t$}-statistic via {S}tein's method},
BOOKTITLE = {Stein's Method and Applications},
SERIES = {Lect. Notes Ser. Inst. Math. Sci. Natl. Univ. Singap.},
VOLUME = {5},
PAGES = {143--155},
PUBLISHER = {Singapore Univ. Press},
ADDRESS = {Singapore},
YEAR = {2005},
MRCLASS = {60E15 (60G50)},
MRNUMBER = {2205333 (2007b:60039)},
MRREVIEWER = {Stefan Geiss},
DOI = {10.1142/9789812567673_0009},
URL = {http://dx.doi.org/10.1142/9789812567673_0009},
}
@book{lehmann1999elements,
AUTHOR = {Lehmann, E.L.},
TITLE = {Elements of large-sample theory},
SERIES = {Springer Texts in Statistics},
PUBLISHER = {Springer-Verlag},
ADDRESS = {New York},
YEAR = {1999},
PAGES = {xii+631},
ISBN = {0-387-98595-6},
MRCLASS = {62-02},
MRNUMBER = {1663158 (2000a:62002)},
MRREVIEWER = {B. L. S. Prakasa Rao},
DOI = {10.1007/b98855},
URL = {http://dx.doi.org/10.1007/b98855},
}
@book{borwein2004mathematics,
title={Mathematics by Experiment: Plausible reasoning in the 21st century},
author={Borwein, J.M. and Bailey, D.H.},
year={2004},
publisher={AK Peters}
}
@article{stein2004use,
AUTHOR = {Stein, C. and Diaconis, P. and Holmes, S. and
Reinert, G.},
TITLE = {Use of exchangeable pairs in the analysis of simulations},
BOOKTITLE = {Stein's method: expository lectures and applications},
SERIES = {IMS Lecture Notes Monogr. Ser.},
VOLUME = {46},
PAGES = {1--26},
PUBLISHER = {Inst. Math. Statist.},
ADDRESS = {Beachwood, OH},
YEAR = {2004},
MRCLASS = {65C05 (62M05)},
MRNUMBER = {2118600 (2005j:65005)},
DOI = {10.1214/lnms/1196283797},
URL = {http://dx.doi.org/10.1214/lnms/1196283797},
}
@book{stein1986approximate,
AUTHOR = {Stein, C.},
TITLE = {Approximate Computation of Expectations},
SERIES = {Institute of Mathematical Statistics Lecture Notes---Monograph
Series, 7},
PUBLISHER = {Institute of Mathematical Statistics},
ADDRESS = {Hayward, CA},
YEAR = {1986},
PAGES = {iv+164},
ISBN = {0-940600-08-0},
MRCLASS = {60F05 (60C05 62E20)},
MRNUMBER = {882007 (88j:60055)},
MRREVIEWER = {M. B. Woodroofe},
}
@book{fisher1935design,
title={The design of experiments.},
author={Fisher, R.A.},
year={1935},
publisher={Oliver \& Boyd}
}
@book{chen2010normal,
AUTHOR = {Chen, L.H.Y. and Goldstein, L. and Shao, Q.M.},
TITLE = {Normal approximation by {S}tein's method},
SERIES = {Probability and its Applications (New York)},
PUBLISHER = {Springer},
ADDRESS = {Heidelberg},
YEAR = {2011},
PAGES = {xii+405},
ISBN = {978-3-642-15006-7},
MRCLASS = {60F05 (60C05 60F10 60H07 62E20)},
MRNUMBER = {2732624 (2012b:60103)},
MRREVIEWER = {Anthony R{\'e}veillac},
DOI = {10.1007/978-3-642-15007-4},
URL = {http://dx.doi.org/10.1007/978-3-642-15007-4},
}
@article{holmes2004stein,
AUTHOR = {Holmes, S.},
TITLE = {Stein's method for birth and death chains},
BOOKTITLE = {Stein's method: expository lectures and applications},
SERIES = {IMS Lecture Notes Monogr. Ser.},
VOLUME = {46},
PAGES = {45--67},
PUBLISHER = {Inst. Math. Statist.},
ADDRESS = {Beachwood, OH},
YEAR = {2004},
MRCLASS = {62M05 (60J80)},
MRNUMBER = {2118602},
}
@article{diaconis1994gray,
title={Gray codes for randomization procedures},
author={Diaconis, P. and Holmes, S.},
journal={Statistics and Computing},
volume={4},
number={4},
pages={287--302},
year={1994},
publisher={Springer}
}
@Manual{cran,
title = {R: A Language and Environment for Statistical
Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = 2011,
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org}
}
@Manual{twitteR,
title = {twitteR: R based Twitter client},
author = {Gentry, J.},
year = {2011},
note = {R package version 0.99.6},
url = {http://CRAN.R-project.org/package=twitteR},
}
@book{lehmann2005testing,
title={Testing Statistical Hypotheses},
author={Lehmann, E.L. and Romano, J.P.},
year={2005},
publisher={Springer Verlag}
}
@Article{lanckriet2004learning,
AUTHOR = {Lanckriet, G.R.G. and Cristianini, N. and Bartlett,
P. and El Ghaoui, L. and Jordan, M.I.},
TITLE = {Learning the kernel matrix with semidefinite programming},
JOURNAL = {J. Mach. Learn. Res.},
FJOURNAL = {Journal of Machine Learning Research (JMLR)},
VOLUME = {5},
YEAR = {2003/04},
PAGES = {27--72},
ISSN = {1532-4435},
MRCLASS = {68T05},
MRNUMBER = {2247973},
}
@Article{gretton2010fast,
title={A Fast, Consistent Kernel Two-Sample Test},
author={Gretton, A. and Fukumizu, K. and Harchaoui, Z. and Sriperumbudur, B.K.},
journal={Advances in Neural Information Processing Systems},
volume={22},
pages={673--681},
year={2010},
publisher={Citeseer}
}
@Article{gretton19m,
title={A Kernel Method for the Two-Sample-Problem},
author={Gretton, A. and Borgwardt, K.M. and Rasch, M. and Sch{\"o}lkopf, B. and Smola, A.J.},
journal={Advances in Neural Information Processing Systems},
volume={19},
pages={513--520},
year={2007}
}
@Article{kernlab,
title = {kernlab -- An {S4} Package for Kernel Methods in {R}},
author = {Karatzoglou, A. and Smola, A. and Hornik, K. and
Zeileis, A.},
journal = {Journal of Statistical Software},
year = {2004},
volume = {11},
number = {9},
pages = {1--20},
url = {http://www.jstatsoft.org/v11/i09/},
}
@book{scholkopf2002learning,
author = {Sch{\"o}lkopf, B. and Smola, A.J.},
title = {Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond},
year = {2001},
isbn = {0262194759},
publisher = {MIT Press},
address = {Cambridge, MA, USA},
}
@article{friedman30908multivariate,
title={{On Multivariate Goodness--of--Fit and Two--Sample Testing}},
author={Friedman, J.H.},
journal={Proceedings of Phystat2003, http://www.slac.stanford.edu/econf/C},
volume={30908},
year={2003},
publisher={Citeseer}
}
@conference{leslie2002spectrum,
title={{The spectrum kernel: A string kernel for SVM protein classification}},
author={Leslie, C. and Eskin, E. and Noble, W.S.},
booktitle={Proceedings of the Pacific Symposium on Biocomputing},
volume={7},
pages={566--575},
year={2002},
organization={Hawaii, USA.}
}
@article{karatzoglou2004kernlab,
title={{kernlab--an S4 package for kernel methods in R}},
author={Karatzoglou, A. and Smola, A. and Hornik, K. and Zeileis, A.},
journal={Journal of Statistical Software},
volume={11},
number={9},
pages={1--20},
year={2004},
publisher={Citeseer}
}
@article{friedman1979multivariate,
AUTHOR = {Friedman, J.H. and Rafsky, L.C.},
TITLE = {Multivariate generalizations of the {W}ald-{W}olfowitz and
{S}mirnov two-sample tests},
JOURNAL = {Ann. Statist.},
FJOURNAL = {The Annals of Statistics},
VOLUME = {7},
YEAR = {1979},
NUMBER = {4},
PAGES = {697--717},
ISSN = {0090-5364},
CODEN = {ASTSC7},
MRCLASS = {62G10 (62H15)},
MRNUMBER = {532236 (80g:62026)},
MRREVIEWER = {B. Raja Rao},
URL =
{http://links.jstor.org/sici?sici=0090-5364(197907)7:4<697:MGOTWA>2.0.CO;2-#&origin=MSN},
}
@article{student1908probable,
title={{The probable error of a mean}},
author={Student},
journal={Biometrika},
volume={6},
number={1},
pages={1--25},
year={1908},
publisher={JSTOR}
}
@article{zabell2008student,
AUTHOR = {Zabell, S. L.},
TITLE = {On {S}tudent's 1908 article ``{T}he probable error of a
mean''},
NOTE = {With comments and a rejoinder by the author},
JOURNAL = {J. Amer. Statist. Assoc.},
FJOURNAL = {Journal of the American Statistical Association},
VOLUME = {103},
YEAR = {2008},
NUMBER = {481},
PAGES = {1--20},
ISSN = {0162-1459},
CODEN = {JSTNAL},
MRCLASS = {62E15 (01A60 62E10)},
MRNUMBER = {2394634 (2009e:62066)},
MRREVIEWER = {David Bellhouse},
DOI = {10.1198/016214508000000030},
URL = {http://dx.doi.org/10.1198/016214508000000030},
}
@article{hotelling1931generalization,
title={{The generalization of Student's ratio}},
author={Hotelling, H.},
journal = {Ann. Math. Statistics},
fjournal = {Annals of Mathematical Statistics},
pages={360--378},
year={1931},
publisher={JSTOR}
}
@article{poh2010addressing,
title={Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution},
author={Poh, N. and Windridge, D. and Mottl, V. and Tatarchuk, A. and Eliseyev, A.},
journal={Information Forensics and Security, IEEE Transactions on},
volume={5},
number={3},
pages={461--469},
year={2010},
publisher={IEEE}
}
@article{panov2011modified,
title={A modified neutral point method for kernel-based fusion of pattern-recognition modalities with incomplete data sets},
author={Panov, M. and Tatarchuk, A. and Mottl, V. and Windridge, D.},
journal={Multiple Classifier Systems},
pages={126--136},
year={2011},
publisher={Springer}
}
@article{qiu2005multiple,
title={Multiple kernel learning for support vector regression},
author={Qiu, S. and Lane, T.},
journal={Computer Science Department, The University of New Mexico, Albuquerque, NM, USA, Tech. Rep},
year={2005},
publisher={Citeseer}
}
@article{gonen2011multiple,
AUTHOR = {G{\"o}nen, M. and Alpayd{\i}n, E.},
TITLE = {Multiple kernel learning algorithms},
JOURNAL = {J. Mach. Learn. Res.},
FJOURNAL = {Journal of Machine Learning Research (JMLR)},
VOLUME = {12},
YEAR = {2011},
PAGES = {2211--2268},
ISSN = {1532-4435},
MRCLASS = {62H30 (68T05)},
MRNUMBER = {2825425},
DOI = {10.1016/j.patcog.2012.09.002},
URL = {http://dx.doi.org/10.1016/j.patcog.2012.09.002},
}
@article{gretton2012kernel,
AUTHOR = {Gretton, A. and Borgwardt, K.M. and Rasch, M.J.
and Sch{\"o}lkopf, B. and Smola, A.},
TITLE = {A kernel two-sample test},
JOURNAL = {J. Mach. Learn. Res.},
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