Multinomial interpoint distances
Sign Up to like & getrecommendations! Published in 2018 at "Statistical Papers"
DOI: 10.1007/s00362-016-0766-7
Abstract: We explore the properties of the squared Euclidean interpoint distances (IDs) drawn from multinomial distributions. We consider the distances within one sample and across two samples and obtain their means, variances, covariances and distributions. We… read more here.
Keywords: multinomial interpoint; interpoint distances; interpoint;
Asymptotic distribution-free change-point detection based on interpoint distances for high-dimensional data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Nonparametric Statistics"
DOI: 10.1080/10485252.2019.1710505
Abstract: Recent advances have greatly facilitated the collection of high-dimensional data in many fields. Often the dimension of the data is much larger than the sample size, the so-called high dimension, low sample size setting. One… read more here.
Keywords: point detection; change; change point; interpoint ... See more keywords