Search Results - "HUTSON, Alan"
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A robust Pearson correlation test for a general point null using a surrogate bootstrap distribution
Published in PloS one (16-05-2019)“…In this note we present a robust bootstrap test with good Type I error control for testing the general hypothesis H0: ρ = ρ0. In order to carry out this test…”
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Optimal adaptive two-stage designs for early phase II clinical trials
Published in Statistics in medicine (15-04-2016)“…Simon's optimal two‐stage design has been widely used in early phase clinical trials for Oncology and AIDS studies with binary endpoints. With this approach,…”
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3
The generalized sigmoidal quantile function
Published in Communications in statistics. Simulation and computation (2024)“…In this note we introduce a new smooth nonparametric quantile function estimator based on a newly defined generalized expectile function and termed the…”
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4
A robust Spearman correlation coefficient permutation test
Published in Communications in statistics. Theory and methods (18-03-2024)“…In this work, we show that Spearman's correlation coefficient test about H 0 : ρ s = 0 found in most statistical software is theoretically incorrect and…”
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5
An Accelerated Life Model Analog for Discrete Survival and Count Data
Published in Computer methods and programs in biomedicine (01-10-2021)“…•strategy for utilizing continuous accelerated life models in the discrete setting.•convert the continuous accelerate life distributions into their discrete…”
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Exact inference around ordinal measures of association is often not exact
Published in Computer methods and programs in biomedicine (01-10-2023)“…•In virtually every commercially available statistical software package and across open-source software packages there are exact measures of ordinal…”
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7
A Characterization of Most(More) Powerful Test Statistics with Simple Nonparametric Applications
Published in The American statistician (02-01-2024)“…Data-driven most powerful tests are statistical hypothesis decision-making tools that deliver the greatest power against a fixed null hypothesis among all…”
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Regional Myocardial Sympathetic Denervation Predicts the Risk of Sudden Cardiac Arrest in Ischemic Cardiomyopathy
Published in Journal of the American College of Cardiology (21-01-2014)“…Objectives The PAREPET (Prediction of ARrhythmic Events with Positron Emission Tomography) study sought to test the hypothesis that quantifying inhomogeneity…”
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Inferential procedures based on the weighted Pearson correlation coefficient test statistic
Published in Journal of applied statistics (2024)“…In this note, we evaluated the type I error control of the commonly used t-test found in most statistical software packages for testing the hypothesis on $…”
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10
Leveraging homologous hypotheses for increased efficiency in tumor growth curve testing
Published in Scientific reports (14-11-2023)“…In this note, we present an innovative approach called “homologous hypothesis tests” that focuses on cross-sectional comparisons of average tumor volumes at…”
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11
The Sign Test, Paired Data, and Asymmetric Dependence: A Cautionary Tale
Published in The American statistician (02-01-2023)“…In the paired data setting, the sign test is often described in statistical textbooks as a test for comparing differences between the medians of two marginal…”
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12
A semi-parametric bootstrap-based best linear unbiased estimator of location under symmetry
Published in Communications in statistics. Simulation and computation (2022)“…In this note we provide a novel semi-parametric best linear unbiased estimator (BLUE) of location and its corresponding variance estimator under the assumption…”
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A generalized BLUE approach for combining location and scale information in a meta-analysis
Published in Journal of applied statistics (18-11-2022)“…In systematic reviews and meta-analyses, one is interested in combining information from a variety of sources in order to obtain unbiased and efficient pooled…”
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14
Identification of Biomarkers for Differentiation of Hypervirulent Klebsiella pneumoniae from Classical K. pneumoniae
Published in Journal of clinical microbiology (01-09-2018)“…A hypervirulent (hvKp) pathotype is undergoing global dissemination. In contrast to the usual health care-associated epidemiology of classical (cKp)…”
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Inference for L-estimators of location using a bootstrap warping approach
Published in Communications in statistics. Simulation and computation (01-01-2021)“…In this note we propose a new semi-parametric bootstrap procedure for hypothesis tests about a statistical function and termed bootstrap warping. This…”
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Dietary Supplement Use During Chemotherapy and Survival Outcomes of Patients With Breast Cancer Enrolled in a Cooperative Group Clinical Trial (SWOG S0221)
Published in Journal of clinical oncology (10-03-2020)“…Despite reported widespread use of dietary supplements during cancer treatment, few empirical data with regard to their safety or efficacy exist. Because of…”
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The empirical likelihood prior applied to bias reduction of general estimating equations
Published in Computational statistics & data analysis (01-10-2019)“…The practice of employing empirical likelihood (EL) components in place of parametric likelihood functions in the construction of Bayesian-type procedures has…”
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18
An alternative skew exponential power distribution formulation
Published in Communications in statistics. Theory and methods (18-06-2019)“…In this note we propose a newly formulated skew exponential power distribution that behaves substantially better than previously defined versions. This new…”
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19
Quantile planes without crossing via nonlinear programming
Published in Computer methods and programs in biomedicine (01-01-2018)“…Background and objective: In this note we propose a nonlinear programming approach for simultaneous fitting of quantile regression models for two or more…”
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Phase IIa Study of SurVaxM Plus Adjuvant Temozolomide for Newly Diagnosed Glioblastoma
Published in Journal of clinical oncology (01-03-2023)“…Despite intensive treatment with surgery, radiation therapy, temozolomide (TMZ) chemotherapy, and tumor-treating fields, mortality of newly diagnosed…”
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