Certificate in Biostatistics for Researchers
-- ViewingNowThe Certificate in Biostatistics for Researchers is a comprehensive course designed to equip learners with the essential skills needed to analyze and interpret biological data in various research fields. This program highlights the importance of biostatistics in making informed decisions, evaluating research findings, and drawing meaningful conclusions.
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โข Introduction to Biostatistics: Basic concepts, terminology, and applications in medical and health research.
โข Descriptive Statistics: Measures of central tendency, dispersion, and association. Graphical representation of data.
โข Probability Theory: Concepts of probability, random variables, probability distributions, and density functions.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and statistical power.
โข Parametric Methods: Tests for means, variances, and proportions. Analysis of Variance (ANOVA) and Regression Analysis.
โข Non-parametric Methods: Mann-Whitney U Test, Wilcoxon Signed-Rank Test, Kruskal-Wallis H Test.
โข Survival Analysis: Kaplan-Meier survival estimates, Cox proportional hazards models.
โข Clinical Trials and Study Design: Experimental vs. observational studies, clinical trial design, and analysis.
โข Multivariate Analysis: Principal Component Analysis, Factor Analysis, Multiple Regression Analysis.
โข Data Management and Analysis: Data cleaning, data manipulation, and data visualization using statistical software.
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