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Advanced Search Results For "STATISTICAL models"

1 - 10 of 253,736 results for
 "STATISTICAL models"
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Growth Estimation of Under-Five Children Using Statistical Models in Central Region of India.

Publication Type:Academic Journal

Source(s):Diabetes & metabolic syndrome [Diabetes Metab Syndr] 2022 Apr; Vol. 16 (4), pp. 102463. Date of Electronic Publication: 2022 Mar 16.

Abstract:Background and Aims: To determine the suitability of 11 basic statistical models for estimating child-growth of under-five children and to bring-forth estimated growth curves for mean height & mean weight by their selected birth-weight categories for C...

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Missing data was handled inconsistently in UK prediction models: a review of method used.

Publication Type:Academic Journal

Source(s):Journal of clinical epidemiology [J Clin Epidemiol] 2021 Dec; Vol. 140, pp. 149-158. Date of Electronic Publication: 2021 Sep 11.

Abstract:Objectives: No clear guidance exists on handling missing data at each stage of developing, validating and implementing a clinical prediction model (CPM). We aimed to review the approaches to handling missing data that underly the CPMs currently recomme...

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Genome-Wide Association Study Statistical Models: A Review.

Publication Type:Academic Journal

Source(s):Methods in molecular biology (Clifton, N.J.) [Methods Mol Biol] 2022; Vol. 2481, pp. 43-62.

Abstract:Statistical models are at the core of the genome-wide association study (GWAS). In this chapter, we provide an overview of single- and multilocus statistical models, Bayesian, and machine learning approaches for association studies in plants. These mod...

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Optimal Deep Learning Enabled Statistical Analysis Model for Traffic Prediction.

Publication Type:Academic Journal

Source(s):Computers, Materials & Continua. 2022, Vol. 72 Issue 3, p5563-5576. 14p.

Abstract:Due to the advances of intelligent transportation system (ITSs), traffic forecasting has gained significant interest as robust traffic prediction acts as an important part in different ITSs namely traffic signal control, navigation, route mapping, etc....

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Sex estimation from the greater sciatic notch: a comparison of classical statistical models and machine learning algorithms.

Publication Type:Academic Journal

Source(s):International journal of legal medicine [Int J Legal Med] 2021 Nov; Vol. 135 (6), pp. 2603-2613. Date of Electronic Publication: 2021 Sep 23.

Abstract:The greater sciatic notch (GSN) is a useful element for sex estimation because it is quite resistant to damage, and thus it can often be assessed even in poorly preserved skeletons. This study aimed to develop statistical models for sex estimation base...

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Comparison of machine learning and the regression-based EHMRG model for predicting early mortality in acute heart failure.

Publication Type:Academic Journal

Source(s):International journal of cardiology [Int J Cardiol] 2022 Oct 15; Vol. 365, pp. 78-84. Date of Electronic Publication: 2022 Jul 20.

Abstract:Background: Although risk stratification of patients with acute decompensated heart failure (HF) is important, it is unknown whether machine learning (ML) or conventional statistical models are optimal. We developed ML algorithms to predict 7-day and 3...

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Appropriate analyses of bimodal substance use frequency outcomes: a mixture model approach.

Publication Type:Academic Journal

Source(s):The American journal of drug and alcohol abuse [Am J Drug Alcohol Abuse] 2021 Sep 03; Vol. 47 (5), pp. 559-568. Date of Electronic Publication: 2021 Aug 09.

Abstract:Background: In addiction research, outcome measures are often characterized by bimodal distributions. One mode can be for individuals with low substance use and the other mode for individuals with high substance use. Applying standard statistical proce...

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New Statistical Approaches for Modeling the COVID-19 Data Set: A Case Study in the Medical Sector.

Publication Type:Academic Journal

Source(s):Complexity. 8/19/2022, p1-9. 9p.

Abstract:Statistical distributions have great applicability for modeling data in almost every applied sector. Among the available classical distributions, the inverse Weibull distribution has received considerable attention. In the practice of distribution theo...

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Prevalence and tick loads in Nguni cattle reared in different environmental conditions across four provinces of South Africa.

Publication Type:Academic Journal

Source(s):Veterinary World. Aug2022, Vol. 15 Issue 8, p1943-1953. 11p.

Abstract:Background and Aim: In tropical and subtropical countries, ixodid ticks are among livestock's most economically important ectoparasites. Although Nguni cattle from South Africa have adapted to harsh environments, it is unknown whether they will be resi...

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EsteR - A Digital Toolkit for COVID-19 Decision Support in Local Health Authorities.

Publication Type:Academic Journal

Source(s):Studies in health technology and informatics [Stud Health Technol Inform] 2022 Aug 17; Vol. 296, pp. 17-24.

Abstract:In Germany, the current COVID-19 cases are managed and reported by the local health authorities. The workload of their employees during the pandemic is high, especially in periods of high infection numbers. In this work a decision support toolkit for l...

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