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[author] Rényi, A.A. (1959). On measures of dependence. Acta Mathematica Academiae Scientiarum Hungarica 10 441-451. 10.1007/BF02024507 \endbibitem
1959
Earlier work this paper cites.
[author] Farrell, R. H.R. H. (1972). On the best obtainable asymptotic rates of convergence in estimation of a density function at a point. The Annals of Mathematical Statistics 43 pp. 170-180. \endbibitem
1972
Earlier work this paper cites.
[author] Vilmansen, Toomas R.T. R. (1972). On dependence and discrimination in pattern recognition. IEEE Transactions on Computers 21 1029–1031. 10.1109/TC.1972.5009090 \endbibitem
1972
Earlier work this paper cites.
[author] Le Cam, LucienL. (1973). Convergence of estimates under dimensionality restrictions. The Annals of Statistics 38–53. \endbibitem
1973
Earlier work this paper cites.
[author] Vilmansen, T. R.T. R. (1973). Feature evaluation with measures of probabilistic dependence. IEEE Transactions on Computers 22 381-388. 10.1109/T-C.1973.223725 \endbibitem
1973
Earlier work this paper cites.
[author] Schweizer, B.B. and Wolff, E. F.E. F. (1981). On nonparametric measures of dependence for random variables. The Annals of Statistics 9 pp. 879-885. \endbibitem
1981
Earlier work this paper cites.
[author] Le Cam, LucienL. (1986). Asymptotic methods in statistical decision theory. Springer series in statistics. Springer, New York, NY. \endbibitem
1986
Earlier work this paper cites.
[author] Silverman, Bernard WB. W. (1986). Density estimation for statistics and data analysis 26. CRC press. \endbibitem
1986
Earlier work this paper cites.
[author] Tsallis, ConstantinoC. (1988). Possible generalization of Boltzmann-Gibbs statistics. Journal of Statistical Physics 52 479-487. 10.1007/BF01016429 \endbibitem
1988
Earlier work this paper cites.
[author] Joe, HarryH. (1989). Relative entropy measures of multivariate dependence. Journal of the American Statistical Association 84 157-164. 10.1080/01621459.1989.10478751 \endbibitem
1989
Earlier work this paper cites.
[author] Donoho, David L.D. L. and Liu, Richard C.R. C. (1991). Geometrizing rates of convergence, II. The Annals of Statistics 19 pp. 633-667. \endbibitem
1991
Earlier work this paper cites.
[author] Chan, Ngai HangN. H. and Tran, Lanh TatL. T. (1992). Nonparametric tests for serial dependence. Journal of Time Series Analysis 13 19–28. 10.1111/j.1467-9892.1992.tb00092.x \endbibitem
1992
Earlier work this paper cites.
[author] Scott, D. W.D. W. (1992). Multivariate density estimation: theory, practice, and visualization. Wiley Series in Probability and Statistics. Wiley. \endbibitem
1992
Earlier work this paper cites.
[author] Wand, MPM. and Jones, MCM. (1993). Comparison of smoothing parameterizations in bivariate kernel density estimation. Journal of the American Statistical Association 88 520–528. \endbibitem
1993
Earlier work this paper cites.
1994
Earlier work this paper cites.
[author] Moon, Young I.Y. I., Rajagopalan, BalajiB. and Lall, UpmanuU. (1995). Estimation of mutual information using kernel density estimators. Physical Review E 52 2318–2321. 10.1103/physreve.52.2318 \endbibitem
1995
Earlier work this paper cites.
[author] Jones, M ChrisM. C., Marron, James SJ. S. and Sheather, Simon JS. J. (1996). A brief survey of bandwidth selection for density estimation. Journal of the American Statistical Association 91 401–407. \endbibitem
1996
Earlier work this paper cites.
[author] Tjøstheim, DagD. (1996). Measures of dependence and tests of independence. Statistics 28 249-284. 10.1080/02331889708802564 \endbibitem
1996
Earlier work this paper cites.
[author] Chen, Song XiS. X. (1999). Beta kernel estimators for density functions. Computational Statistics & Data Analysis 31 131 - 145. http://dx.doi.org/10.1016/S0167-9473(99)00010-9 \endbibitem
1999
Cited alongside, same era.
[author] Antos, AndrásA. and Kontoyiannis, IoannisI. (2001). Convergence properties of functional estimates for discrete distributions. Random Structures & Algorithms 19 163–193. \endbibitem
2001
Cited alongside, same era.
[author] Bickel, Peter J.P. J. and Ritov, Ya’acovY. (2003). Nonparametric estimators which can be “plugged-in”. The Annals of Statistics 31 pp. 1033-1053. \endbibitem
2003
Cited alongside, same era.
[author] Paninski, LiamL. (2003). Estimation of entropy and mutual information. Neural Computation 15 1191–1253. \endbibitem
2003
Cited alongside, same era.
[author] Székely, Gábor JG. J. and Rizzo, Maria LM. L. (2009). Brownian distance covariance. The annals of applied statistics 1236–1265. \endbibitem
2009
Later among the works it cites.
[author] Fernandes, Andrew D.A. D. and Gloor, Gregory B.G. B. (2010). Mutual information is critically dependent on prior assumptions: would the correct estimate of mutual information please identify itself? Bioinformatics 26 1135-1139. 10.1093/bioinformatics/btq111 \endbibitem
2010
Later among the works it cites.
{binproceedings}
2010
Later among the works it cites.
[author] Schmid, FriedrichF., Schmidt, RafaelR., Blumentritt, ThomasT., Gaißer, SandraS. and Ruppert, MartinM. (2010). Copula-based measures of multivariate association. In Copula Theory and Its Applications, (PiotrP. Jaworski, FabrizioF. Durante, Wolfgang KarlW. K. Härdle and TomaszT. Rychlik, eds.). Lecture Notes in Statistics 209-236. Springer Berlin Heidelberg. 10.1007/978-3-642-12465-5_10 \endbibitem
2010
Later among the works it cites.
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2004
Cited alongside, same era.
[author] Granger, CWC., Maasoumi, EsfandiarE. and Racine, JeffreyJ. (2004). A dependence metric for possibly nonlinear processes. Journal of Time Series Analysis 25 649–669. \endbibitem
2004
Cited alongside, same era.
[author] Kraskov, AlexanderA., Stögbauer, HaraldH. and Grassberger, PeterP. (2004). Estimating mutual information. Physical review E 69 066138. \endbibitem
2004
Cited alongside, same era.
{binproceedings}
2005
Cited alongside, same era.
[author] Ekdahl, MagnusM. and Koski, TimoT. (2006). Bounds for the loss in probability of correct classification under model based approximation. J. Mach. Learn. Res. 7 2449–2480. \endbibitem
2006
Cited alongside, same era.
[author] Nelsen, R. B.R. B. (2006). An introduction to copulas (Springer series in statistics). Springer-Verlag New York, Inc., Secaucus, NJ, USA. \endbibitem
2006
Cited alongside, same era.
{binproceedings}
2007
Cited alongside, same era.
[author] Genest, ChristianC., Quessy, Jean-FrancoisJ.-F. and Rémillard, BrunoB. (2007). Asymptotic local efficiency of Cramér-von Mises tests for multivariate independence. The Annals of Statistics 35 pp. 166-191. \endbibitem
2007
Cited alongside, same era.
[author] Blumentritt, ThomasT. and Schmid, FriedrichF. (2012). Mutual information as a measure of multivariate association: analytical properties and statistical estimation. Journal of Statistical Computation and Simulation 82 1257-1274. 10.1080/00949655.2011.575782 \endbibitem
2011
Later among the works it cites.
[author] Reshef, David N.D. N., Reshef, Yakir A.Y. A., Finucane, Hilary K.H. K., Grossman, Sharon R.S. R., McVean, GileanG., Turnbaugh, Peter J.P. J., Lander, Eric S.E. S., Mitzenmacher, MichaelM. and Sabeti, Pardis C.P. C. (2011). Detecting novel associations in large data sets. Science 334 1518-1524. 10.1126/science.1205438 \endbibitem
2011
Later among the works it cites.
[author] Simon, NoahN. and Tibshirani, RobertR. (2011). Comment on detecting novel associations in large data sets by Reshef et al, Science dec 16, 2011. Science. \endbibitem
2011
Later among the works it cites.
[author] Speed, TerryT. (2011). A correlation for the 21st century. Science 334 1502-1503. 10.1126/science.1215894 \endbibitem
2011
Later among the works it cites.
{binproceedings}
2012
Later among the works it cites.
{binproceedings}
2012
Later among the works it cites.
[author] Segers, JohanJ. (2012). Asymptotics of empirical copula processes under non-restrictive smoothness assumptions. Bernoulli 18 764–782. \endbibitem
2012
Later among the works it cites.
[author] Bagnato, LucaL., De Capitani, LucioL. and Punzo, AntonioA. (2013). Testing serial independence via density-based measures of divergence. Methodology and Computing in Applied Probability 1-15. 10.1007/s11009-013-9320-4 \endbibitem
2013
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[author] Bouezmarni, TaoufikT., Ghouch, ElE. and Taamouti, AbderrahimA. (2013). Bernstein estimator for unbounded copula densities. Statistics & Risk Modeling 30 343-360. \endbibitem
2013
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[author] de Siqueira Santos, SuzanaS., Takahashi, Daniel YasumasaD. Y., Nakata, AsukaA. and Fujita, AndreA. (2013). A comparative study of statistical methods used to identify dependencies between gene expression signals. Briefings in Bioinformatics. 10.1093/bib/bbt051 \endbibitem
2013
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[author] Heller, RuthR., Heller, YairY. and Gorfine, MalkaM. (2013). A consistent multivariate test of association based on ranks of distances. Biometrika 100 503-510. 10.1093/biomet/ass070 \endbibitem
2013
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[author] Lopez-Paz, DavidD., Hennig, PhilippP. and Schölkopf, BernhardB. (2013). The randomized dependence coefficient. In Advances in Neural Information Processing Systems 26 (C. J. C.C. J. C. Burges, L.L. Bottou, M.M. Welling, Z.Z. Ghahramani and K. Q.K. Q. Weinberger, eds.) 1–9. Curran Associates, Inc. \endbibitem
2013
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2013
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[author] Kinney, J. B.J. B. and Atwal, G. S.G. S. (2014). Equitability, mutual information, and the maximal information coefficient. Proceedings of the National Academy of Sciences 111 3354–3359. 10.1073/pnas.1309933111 \endbibitem
2014
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