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@book{bohm2010introduction,
title = {Introduction to statistics and data analysis for physicists},
author = {Bohm, G. and Zech, G.},
isbn = {9783935702416},
url = {http://www-library.desy.de/preparch/books/vstatmp_engl.pdf},
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title = {Practical Statistics for Astronomers},
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title = {Havaintojen tilastollinen käsittely},
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@ARTICLE{fasano1987multidimensional,
author = {{Fasano}, G. and {Franceschini}, A.},
title = "{A multidimensional version of the Kolmogorov-Smirnov test}",
journal = {Monthly Notices of the Royal Astronomical Society},
keywords = {Astronomical Models, Galactic Evolution, Galactic Nuclei, Kolmogoroff-Smirnoff Test, Random Sampling, X Ray Spectra, Active Galactic Nuclei, Data Correlation, Monte Carlo Method, Probability Density Functions, Run Time (Computers)},
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}
@ARTICLE{peacock1983twodimensional,
author = {{Peacock}, J.~A.},
title = "{Two-dimensional goodness-of-fit testing in astronomy}",
journal = {Monthly Notices of the Royal Astronomical Society},
keywords = {Astronomy, Goodness Of Fit, Statistical Distributions, Monte Carlo Method, Power Spectra, Probability Distribution Functions, Quasars, Sampling, Significance, Virgo Galactic Cluster},
year = 1983,
month = feb,
volume = 202,
pages = {615-627},
doi = {10.1093/mnras/202.3.615},
adsurl = {http://adsabs.harvard.edu/abs/1983MNRAS.202..615P}
}
@book{corder2014nonparametric,
title = {Nonparametric statistics : a step-by-step approach},
author = {Corder, Gregory W.},
address = {Hoboken, New Jersey},
publisher = {Wiley},
year = {2014},
edition = {Second},
pages = {283}
}
@ARTICLE{ledrew2001real,
author = {{Ledrew}, G.},
title = "{The Real Starry Sky}",
journal = {Journal of the Royal Astronomical Society of Canada},
year = 2001,
month = feb,
volume = 95,
pages = {32}
}
@book{bock2010stats,
title = {Stats: Modeling the World},
author = {{Bock}, D. and {Velleman}, P. and {De Veaux}, R},
publisher = {Pearson},
year = {2014},
edition = {Third}
}
@article{pearson1901lines,
title={{LIII.} {O}n 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},
volume={2},
number={11},
pages={559--572},
year={1901},
publisher={Taylor \& Francis}
}
@book{johnson2007applied,
title = {Applied multivariate statistical analysis},
author = {Johnson, Richard Arnold},
editor = {Wichern, Dean W.},
address = {Upper Saddle River},
publisher = {Pearson Prentice Hall},
year = {2007},
edition = {6th}
}
@article{smith2002tutorial,
title={A tutorial on principal components analysis},
author={Smith, Lindsay I.},
year={2002}
}
@book{jolliffe2002principal,
title = {Principal component analysis},
series = {Springer series in statistics},
author = {Jolliffe, I. T.},
address = {New York},
publisher = {Springer},
year = {2002},
edition = {2nd},
pages = {487}
}
@article{scikit-learn,
title={Scikit-learn: Machine Learning in {P}ython},
author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
journal={Journal of Machine Learning Research},
volume={12},
pages={2825--2830},
year={2011}
}
@book{james2013introduction,
title = {An introduction to statistical learning: with applications in R},
series = {Springer texts in statistics},
author = {James, G. and Witten, D. and Hastie, T. and Tibshirani, R.},
address = {New York},
publisher = {Springer},
year = {2013}
}
@article{cattell1966scree,
title={The scree test for the number of factors},
author={Cattell, Raymond B.},
journal={Multivariate behavioral research},
volume={1},
number={2},
pages={245--276},
year={1966},
publisher={Taylor \& Francis}
}
@book{montgomery2012introduction,
title = {Introduction to linear regression analysis},
series = {Wiley series in probability and statistics},
author = {Montgomery, Douglas C.},
address = {Hoboken, New Jersey},
publisher = {John Wiley \& Sons Ltd},
year = {2012},
edition = {Fifth}
}
@article{markovsky2007overview,
author = {Markovsky, Ivan and Huffel, Sabine},
year = {2007},
month = {10},
pages = {2283-2302},
title = {Overview of total least-squares methods},
volume = {87},
booktitle = {Signal Processing}
}
@book{sparke2007galaxies,
title = {Galaxies in the universe: an introduction},
author = {Sparke, Linda S. and Gallagher, John S.},
address = {Cambridge, New York},
publisher = {Cambridge University Press},
year = {2007},
edition = {2nd}
}
@book{longair2008galaxy,
title = {Galaxy formation},
series = {Astronomy and astrophysics library},
author = {Longair, Malcolm S.},
address = {Berlin; New York},
publisher = {Springer},
year = {2008},
edition = {2nd}
}
@article{kim2015hero,
author={Dongwon Kim and Helmut Jerjen and Dougal Mackey and Gary S. Da Costa and Antonino P. Milone},
title={A Hero’s Dark Horse: Discovery of an Ultra-faint Milky Way Satellite in Pegasus},
journal={The Astrophysical Journal Letters},
volume={804},
number={2},
pages={L44},
url={http://stacks.iop.org/2041-8205/804/i=2/a=L44},
year={2015}
}
@article{bechtol2015eight,
author={K. Bechtol and A. Drlica-Wagner and E. Balbinot and A. Pieres and J. D. Simon and B. Yanny and B. Santiago and R. H. Wechsler and others},
title={Eight New Milky Way Companions Discovered in First-year Dark Energy Survey Data},
journal={The Astrophysical Journal},
volume={807},
number={1},
pages={50},
url={http://stacks.iop.org/0004-637X/807/i=1/a=50},
year={2015}
}
@article{martin2009pandas,
author={Nicolas F. Martin and Alan W. McConnachie and Mike Irwin and Lawrence M. Widrow and Annette M. N. Ferguson and Rodrigo
A. Ibata and John Dubinski and Arif Babul and Scott Chapman and Mark Fardal and Geraint F. Lewis and Julio Navarro and R.
Michael Rich},
title={PAndAS' CUBS: Discovery of Two New Dwarf Galaxies in the Surroundings of the Andromeda and Triangulum Galaxies},
journal={The Astrophysical Journal},
volume={705},
number={1},
pages={758},
url={http://stacks.iop.org/0004-637X/705/i=1/a=758},
year={2009}
}
@article{chapman2013dynamics,
author = {Chapman, S. C. and Widrow, L. and Collins, M. L. M. and Dubinski, J. and Ibata, R. A. and Rich, M. and Ferguson, A. M. N. and Irwin, M. J. and Lewis, G. F. and Martin, N. and McConnachie, A. and Peñarrubia, J. and Tanvir, N.},
title = {Dynamics in the satellite system of Triangulum: is And XXII a dwarf satellite of M33?},
journal = {Monthly Notices of the Royal Astronomical Society},
volume = {430},
number = {1},
pages = {37-49},
year = {2013},
doi = {10.1093/mnras/sts392},
URL = {http://dx.doi.org/10.1093/mnras/sts392},
eprint = {/oup/backfile/content_public/journal/mnras/430/1/10.1093/mnras/sts392/2/sts392.pdf}
}
@article{vandermarel2012m31,
author={Roeland P. van der Marel and Mark Fardal and Gurtina Besla and Rachael L. Beaton and Sangmo Tony Sohn and Jay Anderson and Tom Brown and Puragra Guhathakurta},
title={The {M31} Velocity Vector. {II}. Radial Orbit toward the {M}ilky {W}ay and Implied {L}ocal {G}roup Mass},
journal={The Astrophysical Journal},
volume={753},
number={1},
pages={8},
url={http://stacks.iop.org/0004-637X/753/i=1/a=8},
year={2012}
}
@book{combes2002galaxies,
title = {Galaxies and cosmology},
series = {Astronomy and astrophysics library},
author = {Combes, F. and Boissé, P. and Mazure, A. and Blanchard, A.},
address = {Berlin ; New York},
publisher = {Springer},
year = {2002},
edition = {2nd},
}
@book{binney2008galactic,
title = {Galactic dynamics},
series = {Princeton series in astrophysics},
author = {Binney, James and Tremaine, Scott},
address = {Princeton},
publisher = {Princeton University Press},
year = {2008},
edition = {2nd},
pages = {885}
}
@article{springel2005cosmological,
author = {{Springel}, Volker},
title = "{The cosmological simulation code GADGET-2}",
journal = {Monthly Notices of the Royal Astronomical Society},
eprint = {astro-ph/0505010},
keywords = {methods: numerical, galaxies: interactions, dark matter},
year = 2005,
month = dec,
volume = 364,
pages = {1105-1134},
doi = {10.1111/j.1365-2966.2005.09655.x},
adsurl = {http://adsabs.harvard.edu/abs/2005MNRAS.364.1105S},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@ARTICLE{norman2007simulating,
author = {{Norman}, M.~L. and {Bryan}, G.~L. and {Harkness}, R. and {Bordner}, J. and
{Reynolds}, D. and {O'Shea}, B. and {Wagner}, R.},
title = {Simulating Cosmological Evolution with {Enzo}},
journal = {ArXiv e-prints},
archivePrefix = "arXiv",
eprint = {0705.1556},
keywords = {Astrophysics},
year = 2007,
month = may,
adsurl = {http://adsabs.harvard.edu/abs/2007arXiv0705.1556N},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@article{barnes1986hierarchical,
author = {{Barnes}, J. and {Hut}, P.},
title = "{A hierarchical O(N log N) force-calculation algorithm}",
journal = {Nature},
keywords = {Computational Astrophysics, Many Body Problem, Numerical Integration, Stellar Motions, Algorithms, Hierarchies},
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adsurl = {http://adsabs.harvard.edu/abs/1986Natur.324..446B},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@ARTICLE{appel1985efficient,
author = {{Appel}, A.~W.},
title = {An Efficient Program for Many-Body Simulation},
journal = {SIAM Journal on Scientific and Statistical Computing, vol.~6, no.~1, January 1985, p.~85-103.},
keywords = {Algorithms, Astrophysics, Computations, Computer Programs, Computer Programming, Computerized Simulation, Cosmology, Galaxies, Gravitational Fields, Interactions },
year = 1985,
month = jan,
volume = 6,
pages = {85-103},
adsurl = {http://adsabs.harvard.edu/abs/1985SJSSC...6...85A},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@ARTICLE{barnes1989error,
author = {{Barnes}, J.~E. and {Hut}, P.},
title = "{Error analysis of a tree code}",
journal = {Astrophysical Journal Supplement},
keywords = {Computational Astrophysics, Error Analysis, Many Body Problem, Trees (Mathematics), Accuracy, Celestial Mechanics, Gravitational Effects},
year = 1989,
month = jun,
volume = 70,
pages = {389-417},
doi = {10.1086/191343},
adsurl = {http://adsabs.harvard.edu/abs/1989ApJS...70..389B},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@article{dehnen2002hierarchical,
title = "A Hierarchical O(N) Force Calculation Algorithm",
journal = "Journal of Computational Physics",
volume = "179",
number = "1",
pages = "27 - 42",
year = "2002",
issn = "0021-9991",
doi = "https://doi.org/10.1006/jcph.2002.7026",
url = "http://www.sciencedirect.com/science/article/pii/S0021999102970269",
author = "Walter Dehnen"
}
@article{xue1998n,
title={An O (n) time hierarchical tree algorithm for computing force field in n-body simulations},
author={Xue, Guoliang},
journal={Theoretical Computer Science},
volume={197},
number={1},
pages={157--169},
year={1998},
publisher={Elsevier}
}
@article{knebe2013structure,
author = {Knebe, Alexander and Pearce, Frazer R. and Lux, Hanni and Ascasibar, Yago and Behroozi, Peter and Casado, Javier and Moran, Christine Corbett and Diemand, Juerg and Dolag, Klaus and Dominguez-Tenreiro, Rosa and Elahi, Pascal and Falck, Bridget and Gottlöber, Stefan and Han, Jiaxin and Klypin, Anatoly and Lukić, Zarija and Maciejewski, Michal and McBride, Cameron K. and Merchán, Manuel E. and Muldrew, Stuart I. and Neyrinck, Mark and Onions, Julian and Planelles, Susana and Potter, Doug and Quilis, Vicent and Rasera, Yann and Ricker, Paul M. and Roy, Fabrice and Ruiz, Andrés N. and Sgró, Mario A. and Springel, Volker and Stadel, Joachim and Sutter, P. M. and Tweed, Dylan and Zemp, Marcel},
title = {Structure finding in cosmological simulations: the state of affairs},
journal = {Monthly Notices of the Royal Astronomical Society},
volume = {435},
number = {2},
pages = {1618-1658},
year = {2013},
doi = {10.1093/mnras/stt1403},
URL = {http://dx.doi.org/10.1093/mnras/stt1403}
}
@ARTICLE{davis1985evolution,
author = {{Davis}, M. and {Efstathiou}, G. and {Frenk}, C.~S. and {White}, S.~D.~M.
},
title = "{The evolution of large-scale structure in a universe dominated by cold dark matter}",
journal = {The Astrophysical Journal},
keywords = {Computational Astrophysics, Cosmology, Galactic Clusters, Galactic Evolution, Missing Mass (Astrophysics), Weak Interactions (Field Theory), Astronomical Models, Computerized Simulation, Correlation, Many Body Problem, Mass Distribution, Mass To Light Ratios, Matter (Physics), Radial Velocity, Red Shift},
year = 1985,
month = may,
volume = 292,
pages = {371-394},
doi = {10.1086/163168},
adsurl = {http://adsabs.harvard.edu/abs/1985ApJ...292..371D},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@article{springel2001populating,
author = {Springel, Volker and White, Simon D. M. and Tormen, Giuseppe and Kauffmann, Guinevere},
title = {Populating a cluster of galaxies – {I}. Results at {z} = 0},
journal = {Monthly Notices of the Royal Astronomical Society},
volume = {328},
number = {3},
pages = {726-750},
year = {2001},
doi = {10.1046/j.1365-8711.2001.04912.x},
URL = {http://dx.doi.org/10.1046/j.1365-8711.2001.04912.x}
}
@INPROCEEDINGS{Gottlober1999halo,
author = {{Gottl{\"o}ber}, S. and {Klypin}, A.~A. and {Kravtsov}, A.~V.},
title = {Halo evolution in a cosmological environment},
booktitle = {Observational Cosmology: The Development of Galaxy Systems},
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