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A Local Influence Sensitivity Analysis for Incomplete Longitudinal Depression Data
Journal of Biopharmaceutical Statistics, 2006In the analyses of incomplete longitudinal clinical trial data, there has been a shift, away from simple ad hoc methods that are valid only if the data are missing completely at random (MCAR), to more principled (likelihood-based or Bayesian) ignorable analyses, which are valid under the less restrictive missing at random (MAR) assumption.
Shuyi, Shen +3 more
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Sensitivity analysis of parallel applications to local and non-local interference
2007The environment in which a parallel application is executed has high impact on the performance of the application due to interference caused by various factors in the execution environment. A detailed understanding of the sensitivity of the application to the parameters describing the execution environment can be of great help in (a) predicting a ...
Vaddadi P. Chandu, Karandeep Singh
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Local sensitivity analysis of a distributed parameters water quality model
Reliability Engineering & System Safety, 1997Abstract A local sensitivity analysis is presented of a 1D water-quality reaction-diffusion model. The model describes the seasonal evolution of one of the deepest channels of the lagoon of Venice, that is affected by nutrient loads from the industrial area and heat emission from a power plant.
PASTRES, Roberto +4 more
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Local Sensitivity Analysis Based on Derivative Approximations
2018This is the first of three successive chapters on the topic of sensitivity analysis, i.e., determining which variables a scalar quantity of interest depends on most strongly. Chapter explores using derivatives as local indicators of sensitivity based on finite difference approximations of first and second-order Taylor expansions.
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Large Scale Sentiment Analysis with Locality Sensitive BitHash
2015As social media data rapidly grows, sentiment analysis plays an increasingly more important role in classifying users’ opinions, attitudes and feelings expressed in text. However, most studies have been focused on the effectiveness of sentiment analysis, while ignoring the storage efficiency when processing large-scale high-dimensional text data.
Wenhao Zhang +4 more
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This R script file was coded for sensitivity analysis of the INRA feeding system. Therefore, in order to apply it to other feeding systems, it must be modified accordingly.
Jeon, Seoyoung +3 more
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Jeon, Seoyoung +3 more
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A cross-disorder dosage sensitivity map of the human genome
Cell, 2022Ryan L Collins, Ab +2 more
exaly
Local sensitivity analysis of integrated membrane bioreactor model
2014Membrane bioreactors (MBRs) consist of the combination of biological processes(typically activated sludge processes) with membrane technologies and are being applied when high quality effluents are required. Over the last decades, membrane technologies alone or in combination with biological processes (i.e.
Jurinjak Tušek, Ana +3 more
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