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Identification of Significant RNA-Binding Proteins in the Process of CD44 Splicing Using the Boosted Beta Regression Algorithm
AbstractThe expression of RNA-binding proteins and their interaction with the spliced pre-mRNA are the key factors in determining the final isoform...
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Zero-Inflated Beta Models for Microbiome Data
This chapter introduces two specifically designed zero-inflated beta regression models for analyzing zero-inflated count microbiome data. First, it...
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Regression Analysis
Besides stratified analysis, regression analysisRegression analysis is a way to control for confounding in the analysis of a study’s data. The way we...
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Regression
Regression analysis is a set of statistical methods for estimating relationships between a dependent variable and one or more independent variables....
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Logistic Regression
With the rise of Big Data in sports performance analysis based on data and a wide variety of possibilities have opened. In the last, 10 years...
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Beta Diversity Metrics and Ordination
Chapter 9 investigated within-sample (alpha-) diversity. This chapter focuses on between-sample (beta-)...
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Logistische Regression
Mit dem Aufkommen von Big Data in der datenbasierten Sportleistungsanalyse hat sich eine Vielzahl von Möglichkeiten eröffnet. In den letzten zehn...
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Statistical Testing of Beta Diversity
Chapter 10 investigated various beta diversity metrics and ordination techniques. This chapter continues to...
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Discrete Beta and Shifted Beta-Binomial models for rating and ranking data
Ranking and rating methods for preference data result in a different underlying organization of data that can lead to manifold probabilistic...
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Effect of Different Dosages of Prednisone and Beta-Agonist on Peakflow, 78 Patients, Traditional Regressions vs Kernel Ridge Regression
The effect of different dosages of prednisone and beta-agonists on peakflow was measured in 78 patients. In the traditional linear regression an R...
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Gbdmr: identifying differentially methylated CpG regions in the human genome via generalized beta regressions
BackgroundDNA methylation is a biochemical process in which a methyl group is added to the cytosine-phosphate-guanine (CpG) site on DNA molecules...
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Global arthropod beta-diversity is spatially and temporally structured by latitude
Global biodiversity gradients are generally expected to reflect greater species replacement closer to the equator. However, empirical validation of...
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Prediction of Distribution of Dry Matter and Leaf Area of Faba Bean (Vicia faba) Using Nonlinear Regression Models
Growth analysis is a valuable method for quantitatively investigating the growth and development of products. To analyze plant growth during the...
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The importance of niches in defining phytoplankton functional beta diversity during a spring bloom
Ecological niches and beta diversity are fundamental concepts providing insight into the structure and functioning of marine ecosystems. Both...
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Species Richness and Beta Diversity Patterns of American Marsupials
Understanding the causes of spatial variation in biodiversity is a prominent issue in ecology and biogeography. Here, the species richness and the...
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Functional Regression
This chapter deals with the main theoretical fundamentals and practical issues of using functional regression in the context of genomic prediction....
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Beta diversity of freshwater algal communities: influence of different dispersal mechanisms
This study investigates the impact of different dispersal vectors, such as amphibians and Odonata, on the temporal beta diversity of freshwater algae...
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Influence of species invasion, seasonality, and connectivity on fish functional and taxonomic beta-diversity in a Neotropical floodplain
Studies that combine functional and taxonomic beta-diversity are essential for explaining some ecological processes, including the process of species...
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Bayesian discrete lognormal regression model for genomic prediction
Key messageGenomic prediction models for quantitative traits assume continuous and normally distributed phenotypes. In this research, we proposed a...
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Local and species contribution of beta diversity of macrophytes in perspective of conservation and restoration of Ganga River, India
The biodiversity of freshwater ecosystems especially macrophytes are threatened by various anthropogenic factors. We performed this study to...
