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@article{bayes1763essay,
title={An essay towards solving a problem in the doctrine of chances. By the late {R}ev. {M}r. {B}ayes, {FRS} communicated by {M}r. {P}rice, in a letter to {J}ohn {C}anton, {AMFR S}},
author={Bayes, Thomas},
journal={Philosophical transactions of the Royal Society of London},
number={53},
pages={370--418},
year={1763},
publisher={The Royal Society London},
url={https://www.ias.ac.in/article/fulltext/reso/008/04/0080-0088}
}
@article{laplace1825essai,
title={Essai philosophique sur les probabilit{\'e}s (1814)},
author={Laplace, Pierre-Simon},
journal={Printed as a preface to Th{\'e}orie analytique des probabilit{\'e}s in the Oeuvres Compl{\`e}tes edition},
year={1825}
}
@article{pearson1901on,
title={On lines and planes of closest fit to systems of points in space},
author={Pearson, Karl},
journal={Philosophical Magazine},
volume={2},
number={11},
pages={559--572},
year={1901},
url={http://pca.narod.ru/pearson1901.pdf},
publisher={Taylor \& Francis}
}
@book{fisher1925statistical,
title={Statistical {M}ethods for {R}esearch {W}orkers.},
author={Fisher, Ronald Aylmer},
year={1925},
publisher={Oliver and Boyd, Edinburgh and London}
}
@article{sturges1926choice,
title={The choice of a class interval},
author={Sturges, Herbert A.},
journal={Journal of the {A}merican {S}tatistical {A}ssociation},
volume={21},
number={153},
pages={65--66},
year={1926}
}
@article{hotelling1933analysis,
title={Analysis of a complex of statistical variables into principal components.},
author={Hotelling, Harold},
journal={Journal of educational psychology},
volume={24},
number={6},
pages={417},
year={1933},
url={https://psycnet.apa.org/fulltext/1934-00645-001.pdf},
publisher={Warwick \& York}
}
@article{fisher1936has,
title={Has {M}endel's work been rediscovered?},
author={Fisher, Ronald A},
journal={Annals of {S}cience},
volume={1},
number={2},
pages={115--137},
year={1936},
publisher={Taylor \& Francis},
url={https://www.tandfonline.com/doi/abs/10.1080/00033793600200111}
}
@article{thorndike1953belongs,
title={Who belongs in the family?},
author={Thorndike, Robert L},
journal={Psychometrika},
volume={18},
number={4},
pages={267--276},
year={1953},
publisher={Springer},
url={https://link.springer.com/content/pdf/10.1007%2FBF02289263.pdf}
}
@article{efroymson1960multiple,
title={Multiple regression analysis},
author={Efroymson, MA},
journal={Mathematical methods for digital computers},
pages={191--203},
year={1960},
publisher={John Wiley \& Sons}
}
@article{birnbaum1962foundations,
title={On the foundations of statistical inference},
author={Birnbaum, Allan},
journal={Journal of the American Statistical Association},
volume={57},
number={298},
pages={269--306},
year={1962},
publisher={Taylor \& Francis},
url={https://www.jstor.org/stable/2281640}
}
@article{savage1962foundations,
title={On the foundations of statistical inference: Discussion},
author={Savage, Leonard J and Barnard, George and Cornfield, Jerome and Bross, Irwin and Good, IJ and Lindley, DV and Clunies-Ross, CW and Pratt, John W and Levene, Howard and Goldman, Thomas and others},
journal={Journal of the American Statistical Association},
volume={57},
number={298},
pages={307--326},
year={1962},
publisher={JSTOR},
url={https://www.jstor.org/stable/2281641}
}
@article{sokal1962comparison,
title={The comparison of dendrograms by objective methods},
author={Sokal, Robert R and Rohlf, F James},
journal={Taxon},
pages={33--40},
year={1962},
publisher={JSTOR},
url={https://www.jstor.org/stable/pdf/1217208.pdf}
}
@article{forgy1965cluster,
title={Cluster analysis of multivariate data: efficiency versus interpretability of classifications},
author={Forgy, Edward W},
journal={biometrics},
volume={21},
pages={768--769},
year={1965}
}
@inproceedings{macqueen1967some,
title={Some methods for classification and analysis of multivariate observations},
author={MacQueen, James and others},
booktitle={Proceedings of the fifth Berkeley symposium on mathematical statistics and probability},
volume={1},
number={14},
pages={281--297},
year={1967},
url={https://sci2s.ugr.es/keel/pdf/algorithm/congreso/1967-MacQueen-MSP.pdf},
organization={Oakland, CA, USA}
}
@misc{definetti1974theory,
title={Theory of {P}robability. A Critical Introductory Treatment,(translation by A. Machi and AFM Smith of 1970 book) 2 volumes},
author={de Finetti, Bruno},
year={1974},
publisher={Wiley ISBN}
}
@incollection{akaike1974new,
title={A new look at the statistical model identification},
author={Akaike, Hirotugu},
booktitle={Selected Papers of Hirotugu Akaike},
pages={215--222},
year={1974},
publisher={Springer}
}
@book{hartigan1975clustering,
title={Clustering algorithms},
author={Hartigan, John A},
year={1975},
publisher={Wiley},
url={https://people.inf.elte.hu/fekete/algoritmusok_msc/klaszterezes/John%20A.%20Hartigan-Clustering%20Algorithms-John%20Wiley%20&%20Sons%20(1975).pdf}
}
@article{lindley1976inference,
title={Inference for a {B}ernoulli process (a {B}ayesian view)},
author={Lindley, Dennis V and Phillips, LD},
journal={The American Statistician},
volume={30},
number={3},
pages={112--119},
year={1976},
publisher={Taylor \& Francis Group},
url={https://www.jstor.org/stable/2683855}
}
@book{jessen1978statistical,
title={Statistical {S}urvey {T}echniques},
author={Jessen, Raymond James},
year={1978},
institution={Wiley New York}
}
@article{scott1979optimal,
title={On optimal and data-based histograms},
author={Scott, David W},
journal={Biometrika},
volume={66},
number={3},
pages={605--610},
year={1979},
publisher={Oxford University Press},
url={https://www.jstor.org/stable/2335182}
}
@article{hartigan1979algorithm,
title={Algorithm {AS} 136: A k-means clustering algorithm},
author={Hartigan, John A and Wong, Manchek A},
journal={Journal of the Royal Statistical Society. Series C (Applied Statistics)},
volume={28},
number={1},
pages={100--108},
year={1979},
publisher={JSTOR},
url={https://www.labri.fr/perso/bpinaud/userfiles/downloads/hartigan_1979_kmeans.pdf}
}
@article{freedman1981histogram,
title={On the histogram as a density estimator: L2 theory},
author={Freedman, David and Diaconis, Persi},
journal={Zeitschrift f{\"u}r Wahrscheinlichkeitstheorie und verwandte Gebiete},
volume={57},
number={4},
pages={453--476},
year={1981},
publisher={Springer},
url={https://link.springer.com/content/pdf/10.1007/BF01025868.pdf}
}
@article{lloyd1982least,
title={Least squares quantization in {PCM}},
author={Lloyd, Stuart P.},
journal={Tecnical note at Bell Laboratories in 1957, published after in IEEE transactions on information theory in 1982},
volume={28},
number={2},
pages={129--137},
year={1957},
publisher={IEEE},
url={https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1056489}
}
@book{tufte1983visual,
title={The {V}isual {D}isplay of {Q}uantitative {I}nformation},
author={Tufte, Edward R and Graves-Morris, Peter R},
volume={2},
number={9},
year={1983},
publisher={Graphics press Cheshire, CT},
url={https://www.cs.rug.nl/svcg/uploads/VisualAnalytics/Tufte01-2.pdf}
}
@book{berger1985statistical,
title={Statistical {D}ecision {T}heory and {B}ayesian {A}nalysis},
author={Berger, James O.},
year={1985},
edition={2nd},
publisher={Springer Science \& Business Media},
url={https://www.springer.com/gp/book/9780387960982}
}
@book{mccullagh1989generalized,
title={Generalized Linear Models},
author={McCullagh, Peter and Nelder, John Ashworth},
edition={2nd},
year={1989},
journal={Chapman Hall, London},
url={http://www.utstat.toronto.edu/~brunner/oldclass/2201s11/readings/glmbook.pdf}
}
@article{rousseeuw1990finding,
title={Finding groups in data},
author={Rousseeuw, Peter J and Kaufman, L},
journal={Hoboken: Wiley Online Library},
year={1990},
publisher={Wiley Online Library},
url={https://onlinelibrary.wiley.com/doi/pdf/10.1002/9780470316801}
}
@article{tufte1993envisioning,
title={Envisioning {I}nformation},
author={Tufte, Edward R},
year={1993}
}
@article{pereira1993concept,
title={On the {C}oncept of {P}-value},
author={Pereira, Carlos Alberto de Bragan{\c{c}}a and Wechsler, Sergio},
journal={Brazilian Journal of Probability and Statistics},
pages={159--177},
year={1993},
publisher={JSTOR},
url={https://www.jstor.org/stable/pdf/43600839.pdf}
}
@article{hyndman1995problem,
title={The problem with sturges rule for constructing histograms},
author={Hyndman, Rob J},
year={1995},
publisher={Citeseer},
url={http://robjhyndman.com/papers/sturges.pdf}
}
@article{kass1995bayes,
title={Bayes {F}actors},
author={Kass, Robert E and Raftery, Adrian E},
journal={Journal of the american statistical association},
volume={90},
number={430},
pages={773--795},
year={1995},
publisher={Taylor \& Francis},
url={http://xyala.cap.ed.ac.uk/teaching/tutorials/phylogenetics/Bayesian_Workshop/PDFs/Kass%20and%20Raftery%201995.pdf}
}
@article{beasley1995multiple,
title={Multiple regression approach to analyzing contingency tables: Post hoc and planned comparison procedures},
author={Beasley, T Mark and Schumacker, Randall E},
journal={The Journal of Experimental Education},
volume={64},
number={1},
pages={79--93},
year={1995},
publisher={Taylor \& Francis}
}
@misc{tufte1998visual,
title={Visual {E}xplanations: {I}mages and quantities, evidence and narrative},
author={Tufte, Edward R and McKay, Susan R and Christian, Wolfgang and Matey, James R},
year={1998},
publisher={American Institute of Physics}
}
@article{pereira1999evidence,
title={Evidence and {C}redibility: {F}ull {B}ayesian {S}ignificance {T}est for {P}recise {H}ypotheses},
author={Pereira, Carlos Alberto de Bragan{\c{c}}a and Stern, Julio Michael},
journal={Entropy},
volume={1},
number={4},
pages={99--110},
year={1999},
publisher={Molecular Diversity Preservation International},
url={https://www.mdpi.com/1099-4300/1/4/99}
}
@inproceedings{bishop1999bayesian,
title={Bayesian {PCA}},
author={Bishop, Christopher M},
booktitle={Advances in {N}eural {I}nformation {P}rocessing {S}ystems},
pages={382--388},
year={1999},
url={https://papers.nips.cc/paper/1549-bayesian-pca.pdf}
}
@book{kotz2000extreme,
title={Extreme {V}alue {D}istributions},
author={Kotz, S. and Nadarajah, S.},
year={2000},
publisher={World Scientific},
url={https://books.google.com.br/books/about/Extreme_Value_Distributions.html?id=ZPW3CgAAQBAJ&redir_esc=y}
}
@article{tibshirani2001estimating,
title={Estimating the number of clusters in a data set via the gap statistic},
author={Tibshirani, Robert and Walther, Guenther and Hastie, Trevor},
journal={Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
volume={63},
number={2},
pages={411--423},
year={2001},
publisher={Wiley Online Library},
url={http://web.stanford.edu/~hastie/Papers/gap.pdf}
}
@book{paulino2003estatistica,
title={Estat{\'\i}stica {B}ayesiana},
author={Paulino, Carlos Daniel Mimoso and Turkman, Maria Antónia Amaral and Murteira, Bento},
year={2003},
publisher={Fundação Calouste Gulbenkian, Lisboa},
url={http://primo-pmtna01.hosted.exlibrisgroup.com/PUC01:PUC01:puc01000334509}
}
@book{press2003subjective,
title={Subjective and objective {B}ayesian statistics: {P}rinciples, models, and applications, 2nd. edition},
author={Press, S James},
year={2003},
publisher={John Wiley \& Sons},
url={http://primo-pmtna01.hosted.exlibrisgroup.com/PUC01:PUC01:oclc(OCoLC)587388980}
}
@article{novitski2004fisher,
title={On Fisher's criticism of Mendel's results with the garden pea},
author={Novitski, E},
journal={Genetics},
volume={166},
number={3},
pages={1133--1136},
year={2004},
publisher={Genetics {S}ociety of {A}merica},
url={https://www.genetics.org/content/genetics/166/3/1133.full.pdf}
}
@book{bolfarine2005elementos,
title={Elementos de {A}mostragem},
author={Bolfarine, Heleno and Bussab, Wilton de Oliveira},
year={2005},
publisher={Editora Blucher},
url={https://www.blucher.com.br/livro/detalhes/elementos-de-amostragem-331}
}
@book{neter2005applied,
title={Applied Linear Statistical Models},
author={Neter, John and Kutner, Michael H and Nachtsheim, Christopher J and Wasserman, William},
edition={5},
year={2005},
publisher={McGraw Hill/Irwin New York},
url={https://mysite.science.uottawa.ca/rkulik/mat3378/mat3378-textbook.pdf}
}
@book{tufte2006beautiful,
title={Beautiful {E}vidence},
author={Tufte, Edward R},
year={2006},
publisher={Graphis Pr}
}
@book{chow2007sample,
title={Sample {S}ize {C}alculations in {C}linical {R}sesearch, {S}econd {E}dition},
author={Chow, Shein-Chung and Wang, Hansheng and Shao, Jun},
year={2007},
publisher={CRC press},
url={https://books.google.com.br/books?id=ju-sojS3sa0C&printsec=frontcover&hl=pt-BR#v=onepage&q&f=false}
}
@article{faul2007gpower,
title={G*{P}ower 3: {A} flexible statistical power analysis program for the social, behavioral, and biomedical sciences.},
author={Franz Faul, Edgard Erdfelder, Albert-Geroge Lang and Axel Buchner},
year={2007},
journal={Behavior Research Methods, 39, 175-191},
url={https://www.psychologie.hhu.de/fileadmin/redaktion/Fakultaeten/Mathematisch-Naturwissenschaftliche_Fakultaet/Psychologie/AAP/gpower/GPower3-BRM-Paper.pdf}
}
@article{hartl2007mud,
title={Mud sticks: on the alleged falsification of Mendel's data},
author={Hartl, Daniel L and Fairbanks, Daniel J},
journal={Genetics},
volume={175},
number={3},
pages={975--979},
year={2007},
publisher={Genetics {S}ociety of {A}merica},
url={https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1840063/}
}
@book{agresti2007introduction,
title={An {I}ntroduction to {C}ategorical {D}ata {A}nalysis},
author={Agresti, Alan},
year={2007},
publisher={Wiley},
url={https://mregresion.files.wordpress.com/2012/08/agresti-introduction-to-categorical-data.pdf}
}
@misc{wechsler2008birnbaum,
title = {Birnbaum's {T}heorem {R}edux},
author = {Wechsler, Sérgio and Pereira, Carlos Alberto de Bragança and Marques, P. C. F.},
year = {2008},
url={https://www.ime.usp.br/~pmarques/papers/redux.pdf}
}
@article{pereira2008can,
title={Can a significance test be genuinely {B}ayesian?},
author={Pereira, Carlos A de B and Stern, Julio Michael and Wechsler, Sergio and others},
journal={Bayesian Analysis},
volume={3},
number={1},
pages={79--100},
year={2008},
publisher={International Society for Bayesian Analysis},
url={https://projecteuclid.org/download/pdf_1/euclid.ba/1340370562}
}
@article{faul2009gpower,
title={Statistical power analyses using {G*P}ower 3.1: {T}ests for correlation and regression analyses.},
author={Franz Faul, Edgard Erdfelder, Axel Buchner and Albert-Geroge Lang},
year={2009},
journal={Behavior Research Methods, 41, 1149-1160},
url={https://www.psychologie.hhu.de/fileadmin/redaktion/Fakultaeten/Mathematisch-Naturwissenschaftliche_Fakultaet/Psychologie/AAP/gpower/GPower31-BRM-Paper.pdf}
}
@article{james2010probabilidade,
title={Probabilidade: {U}m {C}urso em {N}ível {I}ntermediário, Coleção Euclides},
author={James, B.R.},
journal={Rio de Janeiro. IMPA, 3a. Edição},
year={2010},
url={https://loja.sbm.org.br/index.php/colecoes/impa/colecao-projeto-euclides/probabilidade-um-curso-em-nivel-intermediario.html}
}
@book{sheskin2011handbook,
title={Handbook of Parametric and Nonparametric Statistical Procedures, 5th ed.},
author={Sheskin, David J.},
pages={1926},
publisher={Chapman \& Hall/CRC, Boca Raton, FL},
year={2011}
}
@book{degroot2012probability,
title={Probability and statistics},
author={DeGroot, Morris H and Schervish, Mark J},
year={2012},
publisher={Pearson Education}
}
@article{tsanas2012accurate,
title={Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools},
author={Tsanas, Athanasios and Xifara, Angeliki},
journal={Energy and Buildings},
volume={49},
pages={560--567},
year={2012},
url={http://people.maths.ox.ac.uk/tsanas/Preprints/ENB2012.pdf},
publisher={Elsevier}
}
@book{paula2013modelos,
title={Modelos de regress{\~a}o: com apoio computacional},
author={Paula, Gilberto Alvarenga},
year={2013},
publisher={IME-USP S{\~a}o Paulo},
url={https://www.ime.usp.br/~giapaula/texto_2013.pdf}
}
@article{morris2014web,
title={A web-based tool for eliciting probability distributions from experts},
author={Morris, David E and Oakley, Jeremy E and Crowe, John A},
journal={Environmental Modelling \& Software},
volume={52},
pages={1--4},
year={2014},
publisher={Elsevier},
issn={1364-8152},
url={http://dx.doi.org/10.1016/j.envsoft.2013.10.010}
}
@book{kloke2015nonparametric,
title={Nonparametric {S}tatistical {M}ethods {U}sing {R}},
author={Kloke, John and McKean, Joseph W.},
year={2015},
publisher={CRC Press}
}
@Manual{tille2016sampling,
title={sampling: {Survey Sampling}},
author={Yves Tillé and Alina Matei},
year={2016},
note={R package version 2.8},
url={https://CRAN.R-project.org/package=sampling}
}
@book{stone2016bayes,
title={Bayes' {R}ule {W}ith {R}: {A} {T}utorial {I}ntroduction to {B}ayesian {A}nalysis},
author={James V. Stone},
year={2016},
publisher={Sebtel Press},
url={http://jim-stone.staff.shef.ac.uk/BookBayes2012/BayesRuleBookMain.html}
}
@book{hyndman2018forecasting,
title={Forecasting: principles and practice},
author={Hyndman, Rob J and Athanasopoulos, George},
year={2018},
url={https://otexts.com/fpp2/},
publisher={OTexts}
}
@article{gannon2019blending,
title={Blending {B}ayesian and {C}lassical {T}ools to {D}efine {O}ptimal {S}ample-{S}ize-{D}ependent {S}ignificance {L}evels},
author={Gannon, Mark Andrew and Pereira, Carlos Alberto de Bragan{\c{c}}a and Polpo, Adriano},
journal={The {A}merican {S}tatistician},
volume={73},
number={sup1},
pages={213--222},
year={2019},
publisher={Taylor \& Francis},
url={https://www.tandfonline.com/doi/full/10.1080/00031305.2018.1518268}
}
@article{milosevic2018comparison,
title={Comparison of efficiencies of some symmetry tests around an unknown centre},
volume={53},
ISSN={1029-4910},
url={http://dx.doi.org/10.1080/02331888.2018.1526938},
url={https://arxiv.org/abs/1710.10261},
DOI={10.1080/02331888.2018.1526938},
number={1},
journal={Statistics},
publisher={Informa UK Limited},
author={Milošević, Bojana and Obradović, Marko},
year={2018},
month={Oct},
pages={43–57}
}
@Manual{ebbert2019chisq,
title = {chisq.posthoc.test: {A} {P}ost {H}oc {A}nalysis for {P}earson's {C}hi-Squared {T}est for {C}ount {D}ata},
author = {Daniel Ebbert},
year = {2019},
note = {R package version 0.1.2},
url = {https://CRAN.R-project.org/package=chisq.posthoc.test}
}
@misc{dua2019uci,
author = {Dua, Dheeru and Graff, Casey},
year = {2019},
title = {{UCI} Machine Learning Repository},
institution = {University of California, Irvine, School of Information and Computer Sciences},
url = {http://archive.ics.uci.edu/ml}
}
@Manual{champely2020pwr,
title = {pwr: Basic Functions for Power Analysis},
author = {Stephane Champely},
year = {2020},
note = {R package version 1.3-0},
url = {https://CRAN.R-project.org/package=pwr},
}
@misc{venables2020introduction,
title={An introduction to R},
author={Venables, William N and Smith, David M and R Development Core Team and others},
year={2020},
publisher={Citeseer},
url={https://cran.r-project.org/doc/manuals/r-release/R-intro.pdf}
}
@article{pereira2020evalue,
title={The e-value: a fully {B}ayesian significance measure for precise statistical hypotheses and its research program},
author={Pereira, Carlos Alberto de Brgança and Stern, Julio Michael},
year={2020},
publisher={Springer},
url={https://doi.org/10.1007/s40863-020-00171-7}
}
@book{izbicki2020aprendizado,
title={Aprendizado de m\'aquina: uma abordagem estat\'istica},
author={Izbicki, Rafael and dos Santos, Tiago Mendon{\c{c}}a},
year={2020},
isbn={978-65-00-02410-4},
pagetotal={268},
url={http://www.rizbicki.ufscar.br/ame/}
}
@Manual{hyndman2020fpp2,
title = {fpp2: {D}ata for "{F}orecasting: {P}rinciples and {P}ractice" (2nd Edition)},
author = {Rob Hyndman},
year = {2020},
note = {R package version 2.4},
url = {https://CRAN.R-project.org/package=fpp2},
}