Certificate in Biostatistics: Foundations for Success
-- ViewingNowThe Certificate in Biostatistics: Foundations for Success is a comprehensive course designed to equip learners with essential biostatistics skills for career advancement. This program covers fundamental concepts, including probability, distributions, hypothesis testing, regression analysis, and statistical software utilization.
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โข Introduction to Biostatistics: Understanding the fundamentals of biostatistics, its importance, and applications in public health and medicine.
โข Descriptive Statistics: Measures of central tendency, dispersion, and association; data visualization using graphs and charts.
โข Probability Theory: Concepts of probability, random variables, probability distributions, and density functions.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and p-values.
โข Parametric Statistical Methods: t-tests, ANOVA, and linear regression; assumptions, advantages, and limitations.
โข Nonparametric Statistical Methods: Mann-Whitney U test, Wilcoxon signed-rank test, and Kruskal-Wallis test; applications in biostatistics.
โข Survival Analysis: Time-to-event data analysis, Kaplan-Meier survival curves, and Cox proportional hazards models.
โข Multivariate Analysis: Principal component analysis, factor analysis, and multiple regression; handling complex datasets.
โข Statistical Software for Biostatistics: Hands-on training in using R or SAS for biostatistical analysis.
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