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Research on Hamacher Operations for q-rung Orthopair Fuzzy Information
Research on q-rung orthopair fuzzy information aggregation serves as a significant part of the q-rung orthopair fuzzy set theory. Note that the...
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Interval Type-2 Fuzzy Aggregation Operations Based on Maclaurin Means and Its Extensions
Maclaurin symmetric mean (MSM) (Maclaurin 1729) is a classic generalized symmetric mean, which can be regarded as an extension of Bonferroni mean...
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Hedonic pricing modelling with unstructured predictors: an application to Italian Fashion Industry
This study proposes a comparison of hedonic pricing models that use attributes obtained by featurizing text. We collected prices of items sold on the...
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Statistical Analysis of Patient-Reported Outcomes in Clinical Trials
Clinicians, researchers, funding agencies, regulatory agencies, and patients have long acknowledged the importance of patient-reported outcomes...
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Identification of Antibody Responses Predictive of Protection Against Clinical Malaria
Statistical pipelines have been proposed to discover antibody responses associated with protection against clinical malaria. However, these often...
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Introduction to Basket Trials
With the advent of targeted therapies and immunotherapies, precision medicine has entered clinical practice. Basket trials provide an important...
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Health Monitoring Techniques Using Scan Statistics
Scan statistics appeared in the statistics literature about half a century ago, and since then many papers suggesting either extensions and...
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Identification of neighborhood clusters on data balanced by a poset-based approach
The identification of territorial clusters where the population suffers from worse health conditions is an important topic in social epidemiology, in...
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A three-stage approach to identify biomarker signatures for cancer genetic data with survival endpoints
The identification of prognostic and predictive biomarker signatures is crucial for drug development and providing personalized treatment to cancer...
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Decompositions by sources and by subpopulations of the Pietra index: two applications to professional football teams in Italy
In this paper two innovative procedures for the decomposition of the Pietra index are proposed. The first one allows the decomposition by sources,...
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Adaptive Minimax Testing for Circular Convolution
AbstractGiven observations from a circular random variable contaminated by an additive measurement error, we consider the problem of minimax optimal...
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An analysis of crash-safety ratings and the true assessment of injuries by vehicle
Each year the National Highway Traffic Safety Administration and Insurance Institute for Highway Safety release safety ratings for popular makes and...
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Hierarchical inference for genome-wide association studies: a view on methodology with software
We provide a view on high-dimensional statistical inference for genome-wide association studies. It is in part a review but covers also new...
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Statistical Analysis of Patient-Reported Outcomes in Clinical Trials
Clinicians, researchers, funding agencies, regulatory agencies, and patients have long acknowledged the importance of patient-reported outcomes...
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Permutation based testing on covariance separability
Separability is an attractive feature of covariance matrices or matrix variate data, which can improve and simplify many multivariate procedures. Due...
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An Approach for Specifying Trimming and Winsorization Cutoffs
Outliers and extreme values are common in the era of big data , especially in the collection of survey data and real analysis. Clearly, care needs to...
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Normalised Clustering Accuracy: An Asymmetric External Cluster Validity Measure
There is no, nor will there ever be, single best clustering algorithm. Nevertheless, we would still like to be able to distinguish between methods...
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Health Monitoring Techniques Using Scan Statistics
Scan statistics appeared in the statistics literature about half a century ago, and since then many papers suggesting either extensions and...
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Statistical System Monitoring (SSM) for Enterprise-Level Quality Control
The rapid development and adoption of sensors and data storage solutions such as IOT (Internet of Things) has enabled the collection of a large...