We prove that this algorithm succeeds in recovering the ranking using a number of comparisons that is optimal up to logarithmic factors. Annals of Statistics issns are issn1: 0090-5364 issn2: 2168-8966. Primary emphasis is placed on importance and originality, not on formalism. The Annals of Statistics | Citations: 14,859 | Covers current research relating to all aspects of statistics. Compared with historical Journal Impact data, the Metric 2019 of Annals of Statistics grew by 8.73% . Mémoire sur les élections au scrutin. Series 2, Data evaluation and methods research, Journal of the American Statistical Association, Annual Review of Statistics and Its Application, Journal of Business and Economic Statistics, Journal of Computational and Graphical Statistics, British Journal of Mathematical and Statistical Psychology, Annales de l'institut Henri Poincare (B) Probability and Statistics, Stochastics and Partial Differential Equations: Analysis and Computations, Journal of the Royal Statistical Society. Statist., Volume 47, Number 6 (2019), 3099-3126. Top-k selection based on adaptive sampling of noisy preferences. [38] Tversky, A. and Edward Russo, J. Annals of Mathematics is a journal covering the categories related to Statistics and Probability (Q1); Statistics, Probability and Uncertainty (Q1). [5] Bradley, R. A. and Terry, M. E. (1952). Items are ranked according to the probability that a given item beats a randomly chosen item, and ranking refers to partitioning the items into sets of prespecified sizes according to their scores. Published quarterly in both print and electronic form, our goal is to provide a timely and unified forum for all areas of applied statistics. https://projecteuclid.org/euclid.aos/1572487385, © We consider sequential or active ranking of a set of $n$ items based on noisy pairwise comparisons. Spectral MLE: Top-k rank aggregation from pairwise comparisons. [39] Urvoy, T., Clerot, F., Féraud, R. and Naamane, S. (2013). Decisions, error and heterogeneity. In. (1969). 0.744 Impact Factor 2019 Extremes. [34] Shah, N. B. and Wainwright, M. J. The overall rank of Annals of Statistics is 214. 47 (2019), no. Non-subscribers gain access to supplemental files with the purchase of the article. In, [16] Heckel, R., Shah, N. B., Ramchandran, K. and Wainwright, M. J. (2016). [21] Joe, H. (1988). [40] Yue, Y., Broder, J., Kleinberg, R. and Joachims, T. (2012). The Annals of Statistics aims to publish research papers of the highest quality reflecting the many facets of contemporary statistics. Project Euclid. [17] Hunter, D. R. (2004). According to SCImago Journal Rank (SJR), this journal is ranked 9.257. On the complexity of best-arm identification in multi-armed bandit models. The Annals of Applied Statistics, the newest journal from the IMS, is aimed at papers in the applied half of this range. a subscriber. Rank analysis of incomplete block designs. journal. PAC subset selection in stochastic multi-armed bandits. Tuned models of peer assessment in MOOCs. (2006). In. Society, FoR codes 01* Action elimination and stopping conditions for the multi-armed bandit and reinforcement learning problems. Majorization, entropy and paired comparisons. Annals of Statistics is a journal covering the technologies/fields/categories related to Statistics and Probability (Q1); Statistics, Probability and Uncertainty (Q1). Substitutability and similarity in binary choices. The method of paired comparisons. Follow us on @ScimagoJRScimago Lab, Copyright 2007-2020. Stochastically transitive models for pairwise comparisons: Statistical and computational issues. If you are already logged in, then you may need In, [10] Chen, X., Gopi, S., Mao, J. and Schneider, J. Wiki surveys: Open and quantifiable social data collection. In. [30] Salganik, M. J. and Levy, K. E. C. (2015). Robust active ranking from sparse noisy comparisons. (2019). The overall rank of Annals of Mathematics is 94. Generic exploration and K-armed voting bandits. On dominance relations and the structure of animal societies. Published Issues. We first analyze a sequential ranking algorithm that counts the number of comparisons won, and uses these counts to decide whether to stop, or to compare another pair of items, chosen based on confidence intervals specified by the data collected up to that point. The ranking lasso and its application to sport tournaments Masarotto, Guido and Varin, Cristiano, Annals of Applied Statistics, 2012 Pairwise Comparison and Ranking: Optimum Properties of the Row Sum Procedure Huber, Peter J., Annals of Mathematical Statistics, 1963 In, [36] Szörényi, B., Busa-Fekete, R., Paul, A. and Hüllermeier, E. (2015). Annals of Statistics - Journal Impact. The Journal Impact 2019-2020 of Annals of Statistics is 2.990, which is just updated in 2020. 0.980 Impact Factor 2019 Computational Statistics . Reinhard Heckel, Nihar B. Shah, Kannan Ramchandran, and Martin J. Wainwright, Full-text: Access denied (no subscription detected), We're sorry, but we are unable to provide you with the (2017). [4] Boyd, S. and Vandenberghe, L. (2004). Annals of Statistics is an ERA accredited research journal used as part of the evaluation of the ERA research rankings. Primary emphasis is placed on importance and originality. In. (2016). Published Issues. The condition for a score structure. The Annals of Statistics aims to publish research papers of the highest quality reflecting the many facets of contemporary statistics. The Journal Impact Quartile of Annals of Statistics is Q1 . In, [19] Jamieson, K., Malloy, M., Nowak, R. and Bubeck, S. (2014). Supplement to “Active ranking from pairwise comparisons and when parametric assumptions do not help.”. Annals of the Institute of Statistical Mathematics. 2020 68T99: None of the above, but in this section, Spectral method and regularized MLE are both optimal for top-$K$ ranking, Worst-case versus average-case design for estimation from partial pairwise comparisons, Bayesian nonparametric Plackett–Luce models for the analysis of preferences for college degree programmes, Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks, Matrix estimation by Universal Singular Value Thresholding, MM algorithms for generalized Bradley-Terry models, Pairwise Comparison and Ranking: Optimum Properties of the Row Sum Procedure, Composition Rules for Probabilities from Paired Comparisons, Majorization, Entropy and Paired Comparisons, [2] Ailon, N. (2011).


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