A useful variant of the Davis—Kahan theorem for statisticians von YU, Y., WANG, T., SAMWORTH, R. J.

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ASYMPTOTICS AND OPTIMAL BANDWIDTH SELECTION FOR HIGHEST DENSITY REGION ESTIMATION von Samworth, R. J., Wand, M. P.

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Properties of bagged nearest neighbour classifiers von Hall, Peter, Samworth, Richard J.

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Asymptotics and optimal bandwidth selection for highest density region estimation von Samworth, R J, Wand, M P

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High-dimensional changepoint estimation with heterogeneous missingness von Follain, B, Wang, T, Samworth, RJ

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High-dimensional, multiscale online changepoint detection von Chen, Y, Wang, T, Samworth, RJ

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Minimax rates in sparse, high-dimensional change point detection von Liu, H, Gao, C, Samworth, RJ

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Nonparametric, tuning-free estimation of S-shaped functions von Feng, OY, Chen, Y, Han, Q, Carroll, RJ, Samworth, RJ

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Sparse principal component analysis via axis-aligned random projections von Gataric, M, Wang, T, Samworth, RJ

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Sparse principal component analysis via axis-aligned random projections von Gataric, M, Wang, T, Samworth, RJ

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High-dimensional change point estimation via sparse projection von Wang, T, Samworth, RJ

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High dimensional change point estimation via sparse projection von Wang, T, Samworth, RJ

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Isotonic regression in general dimensions von Han, Qiyang, Wang, Tengyao, Chatterjee, Sabyasachi, Samworth, RJ

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Isotonic regression in general dimensions von Han, Q, Wang, T, Chatterjee, S, Samworth, RJ

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Nonparametric independence testing via mutual information von Berrett, TB, Samworth, RJ

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Goodness-of-fit testing in high dimensional generalized linear models von Janková, J, Shah, RD, Bühlmann, P, Samworth, RJ

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The conditional permutation test for independence while controlling for confounders von Berrett, TB, Wang, Y, Barber, RF, Samworth, RJ

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Comments on: High-dimensional simultaneous inference with the bootstrap von Lockhart, RA, Samworth, RJ

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Generalized additive and index models with shape constraints von Chen, Y, Samworth, RJ

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Random projection ensemble classification von Cannings, TI, Samworth, RJ

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