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Advanced Search Results For "REGRESSION analysis"

1 - 10 of 715,963 results for
 "REGRESSION analysis"
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Negative binomial factor regression with application to microbiome data analysis.

Publication Type:Academic Journal

Source(s):Statistics in medicine [Stat Med] 2022 Jul 10; Vol. 41 (15), pp. 2786-2803. Date of Electronic Publication: 2022 Apr 24.

Abstract:The human microbiome provides essential physiological functions and helps maintain host homeostasis via the formation of intricate ecological host-microbiome relationships. While it is well established that the lifestyle of the host, dietary preference...

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Large-Scale Survey Data Analysis with Penalized Regression: A Monte Carlo Simulation on Missing Categorical Predictors.

Publication Type:Academic Journal

Source(s):Multivariate behavioral research [Multivariate Behav Res] 2022 Jul-Aug; Vol. 57 (4), pp. 642-657. Date of Electronic Publication: 2021 Mar 11.

Abstract:With the advent of the big data era, machine learning methods have evolved and proliferated. This study focused on penalized regression, a procedure that builds interpretive prediction models among machine learning methods. In particular, penalized reg...

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The clinician's guide to interpreting a regression analysis.

Publication Type:Editorial & Opinion

Source(s):Eye (London, England) [Eye (Lond)] 2022 Sep; Vol. 36 (9), pp. 1715-1717. Date of Electronic Publication: 2022 Jan 31.

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Regression Models for Ordinal Outcomes.

Publication Type:Academic Journal

Source(s):JAMA [JAMA] 2022 Aug 23; Vol. 328 (8), pp. 772-773.

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Accounting for delayed entry into observational studies and clinical trials: length-biased sampling and restricted mean survival time.

Publication Type:Academic Journal

Source(s):Lifetime data analysis [Lifetime Data Anal] 2022 Oct; Vol. 28 (4), pp. 637-658. Date of Electronic Publication: 2022 Jul 01.

Abstract:Individuals in many observational studies and clinical trials for chronic diseases are enrolled well after onset or diagnosis of their disease. Times to events of interest after enrollment are therefore residual or left-truncated event times. Individua...

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Greenwashing in the US metal industry? A novel approach combining SO 2 concentrations from satellite data, a plant-level firm database and web text mining.

Publication Type:Academic Journal

Source(s):The Science of the total environment [Sci Total Environ] 2022 Aug 20; Vol. 835, pp. 155512. Date of Electronic Publication: 2022 Apr 27.

Abstract:This study deals with the issue of greenwashing, i.e. the false portrayal of companies as environmentally friendly. The analysis focuses on the US metal industry, which is a major emission source of sulfur dioxide (SO 2 ), one of the most harmful air p...

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A Permutation Test-Based Approach to Strengthening Inference on the Effects of Environmental Mixtures: Comparison between Single-Index Analytic Methods.

Publication Type:Academic Journal

Source(s):Environmental health perspectives [Environ Health Perspect] 2022 Aug; Vol. 130 (8), pp. 87010. Date of Electronic Publication: 2022 Aug 30.

Abstract:Background: Optimization of mixture analyses is critical to assess potential impacts of human exposures to multiple pollutants. Single-index regression methods quantify total mixture association and chemical component contributions. Single-index method...

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Welch-weighted Egger regression reduces false positives due to correlated pleiotropy in Mendelian randomization.

Publication Type:Academic Journal

Source(s):American journal of human genetics [Am J Hum Genet] 2021 Dec 02; Vol. 108 (12), pp. 2319-2335.

Abstract:Modern population-scale biobanks contain simultaneous measurements of many phenotypes, providing unprecedented opportunity to study the relationship between biomarkers and disease. However, inferring causal effects from observational data is notoriousl...

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phyloMDA: an R package for phylogeny-aware microbiome data analysis.

Publication Type:Academic Journal

Source(s):BMC bioinformatics [BMC Bioinformatics] 2022 Jun 06; Vol. 23 (1), pp. 213. Date of Electronic Publication: 2022 Jun 06.

Abstract:Background: Modern sequencing technologies have generated low-cost microbiome survey datasets, across sample sites, conditions, and treatments, on an unprecedented scale and throughput. These datasets often come with a phylogenetic tree that provides a...

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Performance Evaluation of Bio Concrete by Cluster and Regression Analysis for Environment Protection.

Publication Type:Academic Journal

Source(s):Computational intelligence and neuroscience [Comput Intell Neurosci] 2022 Sep 01; Vol. 2022, pp. 4411876. Date of Electronic Publication: 2022 Sep 01 (Print Publication: 2022).

Abstract:The focus of this research is to isolating and identifying bacteria that produce calcite precipitate, as well as determining whether or not these bacteria are suitable for incorporation into concrete in order to enhance the material's strength and make...

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