Search
Search Results
-
Data Sources in Biostatistics
The purpose of this lesson is to identify a few of the many data resources used in biostatistics. There has been such a proliferation of information,...
-
Role of Statistics for Decision-Making in Biostatistics
The purpose of this lesson is to outline a general process for the use of statistics in support of the decision-making process for biostatistics,...
-
Causal Inference in Biostatistics
This chapter considers the problems of causal inference in biostatistics. We briefly overview the concepts of causal effect and causal discovery and...
-
Emergence of Data Science as a Critical Discipline in Biostatistics
The purpose of this lesson is to provide a glimpse of contemporary data science. This lesson will offer a definition of data science, as promulgated...
-
Basic Biostatistics for Laboratory Animal Science
Understanding biostatistics is crucial for the estimation of sample size, determination of the power of the study, and assessing the statistical...
-
Introduction to Data Science in Biostatistics Using R, the Tidyverse Ecosystem, and APIs
Introduction to Data Science in Biostatistics: Using R, the Tidyverse Ecosystem, and APIs defines and explores the term "data science" and discusses...
-
Computational Intelligence Methods for Bioinformatics and Biostatistics 17th International Meeting, CIBB 2021, Virtual Event, November 15–17, 2021, Revised Selected Papers
This book constitutes revised selected papers from the 17th International Meeting on Computational Intelligence Methods for Bioinformatics and...
-
Statistical Analyses and Graphical Presentations in Biostatics Using Base R and the tidyverse Ecosystem
The purpose of this lesson is to provide a unified summary of how R is used to engage in statistical analyses and produce graphical presentations of...
-
Integration of Modern Molecular Tools with Geological Processes to Reveal Species Phylogeny, Biogeographical Niche Prediction, and Bio-Evolution
Nature is integrated, being simultaneously controlled by different natural aspects. Genetics, bioinformatics, biostatistics and geology are four...
-
Statistical Analysis of Proteomic Data Methods and Tools
This book explores the most important processing steps of proteomics data analysis and presents practical guidelines, as well as software tools, that...
-
Data analytics and clinical feature ranking of medical records of patients with sepsis
BackgroundSepsis is a life-threatening clinical condition that happens when the patient’s body has an excessive reaction to an infection, and should...
-
Unveiling the Links Between Peptide Identification and Differential Analysis FDR Controls by Means of a Practical Introduction to Knockoff Filters
In proteomic differential analysis, FDR control is often performed through a multiple test correction (i.e., the adjustment of the original...
-
StatiCAL: an interactive tool for statistical analysis of biomedical data and scientific valorization
BackgroundIn the realm of biomedical research, the growing volume, diversity and quantity of data has escalated the demand for statistical analysis...
-
Biostatistics, Data Mining and Computational Modeling
In this chapter, biostatistics data mining methods applied in Asthma will be introduced into four frameworks: descriptive and explorative statistics,...
-
Intelligence-Based Medicine: The Academic Perspective and Deep Humanism
Artificial Intelligence (AI) and other statistical methods are providing new opportunities of data modelling for patient benefit. The number of...
-
Use of R-Based APIs (Application Programming Interface) to Obtain Data
The purpose of this lesson is to demonstrate how R-Based APIs (Application Programming Interface) functions are used to obtain data so that...
-
Chemical Signals in Vertebrates 15
The 15th Meeting on Chemical Signals in Vertebrates (CSiV) reunited participants from 20 countries from 5 continents who "electronically commuted" to...
-
Multivariate Longitudinal Microbiome Models
Chapter 15 mainly introduced the glmmTMB, GLMMadaptive, and FZINBMM packages. However, all these three packages...