Certificate in Biostatistics for Informatics: Essentials
-- ViewingNowThe Certificate in Biostatistics for Informatics: Essentials is a comprehensive course designed to empower learners with essential biostatistics skills for the rapidly evolving field of health informatics. This program emphasizes the importance of data-driven decision making, a critical aspect in healthcare and research sectors.
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โข Introduction to Biostatistics: Basic concepts and principles, types of data, and data collection methods.
โข Descriptive Statistics: Measures of central tendency, dispersion, and association, data visualization techniques.
โข Probability Theory: Definitions and rules, probability distributions, random variables.
โข Inferential Statistics: Estimation, hypothesis testing, confidence intervals, p-values, and statistical significance.
โข Parametric Tests: T-tests, ANOVA, chi-square test, and regression analysis.
โข Non-parametric Tests: Mann-Whitney U test, Wilcoxon signed-rank test, Kruskal-Wallis test, and Friedman test.
โข Survival Analysis: Kaplan-Meier method, Cox proportional hazards model, and life table analysis.
โข Multivariate Analysis: Factor analysis, cluster analysis, multivariate regression, and discriminant analysis.
โข Biostatistics in Informatics: Application of biostatistics in healthcare informatics, clinical decision making, and public health.
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
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- ThreeFourHoursPerWeek
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