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Clustering based on Kolmogorov-Smirnov statistic with application to bank card transaction data

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, ; ()

Rapid developments in third-party online payment platforms now make it possible to record massive bank card transaction data. Clustering on such trans......

Spatial cluster detection in mobility networks: a copula approach

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2019; 68 (1)

In mobility network capacity planning, characterizing the mobility network traffic is one of the most challenging tasks. Besides the growth trend and ......

JIF:1.34

AAA: triple adaptive Bayesian designs for the identification of optimal dose combinations in dual-agent dose finding trials

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2019; 68 (2)

We propose a flexible design for the identification of optimal dose combinations in dual-agent dose finding clinical trials. The design is called AAA,......

JIF:1.34

gBOIN: a unified model-assisted phase I trial design accounting for toxicity grades, and binary or continuous end points

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2019; 68 (2)

The landscape of oncology drug development has recently changed with the emergence of molecularly targeted agents and immunotherapies. These new thera......

JIF:1.34

Non-parametric overdose control for dose finding in drug combination trials

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2019; 68 (4)

With the emergence of novel targeted anticancer agents, drug combinations have been recognized as cutting edge development in oncology. However, limit......

JIF:1.34

Functional principal components analysis on moving time windows of longitudinal data: dynamic prediction of times to event

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2018; 67 (4)

Functional principal component analysis (FPCA) is a powerful approach for modelling noisy and irregularly measured longitudinal data. Similarly to pri......

JIF:1.34

A second-order semiparametric method for survival analysis, with application to an acquired immune deficiency syndrome clinical trial study

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2017; 66 (4)

Motivated by the recent acquired immune deficiency syndrome clinical trial study A5175, we propose a semiparametric framework to describe time-to-even......

JIF:1.75

A calibrated power prior approach to borrow information from historical data with application to biosimilar clinical trials

期刊: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2017; 66 (5)

A biosimilar product refers to a follow-on biologic that is intended to be approved for marketing on the basis of biosimilarity to an existing patente......

JIF:1.75

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