Výsledky vyhledávání - "Analysis and Advanced Methodologies in the Design of Experiments"

Divide-and-Conquer Information-Based Optimal Subdata Selection Algorithm Autor Wang, HaiYing

“…The information-based optimal subdata selection (IBOSS) is a computationally efficient method to select informative data points from large data sets through…”
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On Optimal Designs for Clinical Trials: An Updated Review Autor Sverdlov, Oleksandr, Ryeznik, Yevgen, Wong, Weng Kee

“…Optimization of clinical trial designs can help investigators achieve higher quality results for the given resource constraints. The present paper gives an…”
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Optimal Crossover Designs for Generalized Linear Models Autor Jankar, Jeevan, Mandal, Abhyuday, Yang, Jie

“…We identify locally D -optimal crossover designs for generalized linear models. We use generalized estimating equations to estimate the model parameters along…”
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Covering Arrays: Using Prior Information for Construction, Evaluation and to Facilitate Fault Localization Autor Lekivetz, Ryan, Morgan, Joseph

“…Covering arrays are increasingly being used by test engineers to derive test cases to test complex engineered systems. This approach to testing is known as…”
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Isomorphism Check for 2n Factorial Designs with Randomization Restrictions Autor Spencer, Neil A., Ranjan, Pritam, Mendivil, Franklin

“…Factorial designs with randomization restrictions are often used in industrial experiments when a complete randomization of trials is impractical. In the…”
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D-Optimal Design for Network A/B Testing Autor Pokhilko, Victoria, Zhang, Qiong, Kang, Lulu, Mays, D’arcy P.

“…A/B testing refers to the statistical procedure of experimental design and analysis to compare two treatments, A and B, applied to different testing subjects…”
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Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator Autor Yang, F., Lin, C. Devon, Ranjan, P.

“…Computer simulators are widely used to understand complex physical systems in many areas such as aerospace, renewable energy, climate modelling, and…”
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An Easy-to-Implement Hierarchical Standardization for Variable Selection Under Strong Heredity Constraint Autor Chen, Kedong, Li, William, Wang, Sijian

“…For many practical problems, the regression models follow the strong heredity property (also known as the marginality), which means they include parent main…”
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Locally D-optimal Designs for Binary Responses in the Presence of Factorial Effects Autor Wang, Zhongshen, Stufken, John

“…We consider the problem of finding D-optimal designs for certain generalized linear models (GLMs). In particular, we study GLMs with factorial effects and one…”
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Cost-Efficient Mixed-Level Covering Designs for Testing Experiments Autor Akhtar, Yasmeen, Phoa, Frederick Kin Hing

“…A covering design is a traditional class of experimental plans for hardware and software testing purposes. This paper presents a class of size-optimal covering…”
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Power Considerations in Designed Experiments Autor Lin, Luyao, Bingham, Derek, Lekivetz, Ryan

“…Designed experiments for ANOVA studies are ubiquitous across all areas of scientific endeavor. An important decision facing experimenter is that of the…”
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Nearly Resolution V Plans on Blocks of Small Size Autor Bagchi, Sunanda

“…In the present paper we aim at constructing plans (designs) for symmetrical experiments on small blocks such that factorial effects (main effects or…”
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Bayesian A-Optimal Design of Experiment with Quantitative and Qualitative Responses Autor Kang, Lulu, Huang, Xiao

“…We consider the problem of A -optimal design of experiment under a Bayesian probabilistic model with both categorical and continuous response variables. The…”
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On Design and Analysis of Funnel Testing Experiments in Webpage Optimization Autor Shen, Sumin, Zhang, Zhiyang, Deng, Xinwei

“…In webpage optimization, funnel testing is a popular technique for studying the effects of webpage features. This study focuses on how to properly design and…”
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A-ComVar: A Flexible Extension of Common Variance Designs Autor Chowdhury, Shrabanti, Lukemire, Joshua, Mandal, Abhyuday

“…We consider nonregular fractions of factorial experiments for a class of linear models. These models have a common general mean and main effects; however, they…”
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Finite Population Model-Assisted Estimation Using Combined Parametric and Nonparametric Regression Smoothers Autor Mostafa, Sayed A., Shan, Qingsong

“…This paper considers estimating finite population totals from complex sample surveys in the presence of auxiliary information. Model-assisted estimators which…”
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An Evaluation of Estimation Capacity Under the Conditional Main Effect Parameterization Autor Sabbaghi, Arman

“…The conditional main effect (CME) parameterization system can enable more informative analyses of regular two-level fractional factorial designs compared to…”
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