Bin Zhuo,Duo Jiang,Yanming Di
Bin Zhuo
When a statistical test is repeatedly applied to rows of a data matrix, correlations among data rows will give rise to correlations among corresponding test statistics. We investigate the relationship between test-statistic correlation and ...
S Rao Jammalamadaka,Sudeep R Bapat
S Rao Jammalamadaka
In a multinomial set-up with k possible outcomes, we develop estimation under a "middle censoring" paradigm, which is as defined in Jammalamadaka and Mangalam (2003). This problem has many special features because of the inter-dependent pro...
Seunghwan Park,Michael J Daniels
Seunghwan Park
Study designs where follow-up samples are collected through multiple attempts have been called repeated attempts designs. In this note we explore the monotonicity thought to underly the models fit for these designs and show it does not alwa...
Tests for regression coefficients in high dimensional partially linear models [0.03%]
高维部分线性模型中的回归系数检验
Yan Liu,Sanguo Zhang,Shuangge Ma et al.
Yan Liu et al.
We propose a U-statistics test for regression coefficients in high dimensional partially linear models. In addition, the proposed method is extended to test part of the coefficients. Asymptotic distributions of the test statistics are estab...
Bo Wei,Tian Dai,Limin Peng et al.
Bo Wei et al.
We derive a new functional representation of Broad Sense Agreement (BSA) index that evaluates the agreement/alignment between a continuous measurement and an ordinary measurement. Using this result, we develop an alternative BSA estimator, ...
T Kunihama,A H Herring,C T Halpern et al.
T Kunihama et al.
In population studies, it is standard to sample data via designs in which the population is divided into strata, with the different strata assigned different probabilities of inclusion. Although there have been some proposals for including ...
Omer Angel,Anastasios Matzavinos,Alexander Roitershtein
Omer Angel
In its simplest form, the Robin Hood game is described by the following urn scheme: every day the Sheriff of Nottingham puts s balls in an urn. Then Robin chooses r (r < s) balls to remove from the urn. Robin's goal is to remove balls in su...
Rajarshi Guhaniyogi,Sudipto Banerjee
Rajarshi Guhaniyogi
This work extends earlier work on spatial meta kriging for the analysis of large multivariate spatial datasets as commonly encountered in environmental and climate sciences. Spatial meta-kriging partitions the data into subsets, analyzes ea...
Albert Vexler,Li Zou
Albert Vexler
In the 1970s, Professor Robbins and his coauthors extended the Vile and Wald inequality in order to derive the fundamental theoretical results regarding likelihood ratio based sequential tests with power one. The law of the iterated logarit...
Moo K Chung
Moo K Chung
We explore the main characteristics of big brain network data that offer unique statistical challenges. The brain networks are biologically expected to be both sparse and hierarchical. Such unique characterizations put specific topological ...