Postgraduate Certificate in Clinical Research Statistics
-- ViewingNowThe Postgraduate Certificate in Clinical Research Statistics is a comprehensive course that equips learners with the essential skills needed to excel in the field of clinical research. This program emphasizes the application of statistical methods to analyze and interpret clinical data, providing a strong foundation for evidence-based decision making in healthcare.
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โข Basic Statistical Concepts: Descriptive statistics, probability distributions, hypothesis testing, confidence intervals
โข Regression Analysis: Simple and multiple linear regression, logistic regression, model selection, interpretation of results
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, repeated measures ANOVA, factorial designs
โข Survival Analysis: Kaplan-Meier survival curves, Cox proportional hazards models, competing risks
โข Clinical Trial Design: Randomized controlled trials, stratified randomization, sample size calculation, intent-to-treat analysis
โข Epidemiologic Study Design: Cohort studies, case-control studies, cross-sectional studies, bias and confounding
โข Multivariate Analysis: Principal component analysis, factor analysis, discriminant analysis, cluster analysis
โข Bayesian Statistics: Bayes' theorem, prior and posterior distributions, Markov chain Monte Carlo methods
โข Data Management and Visualization: Data cleaning, data transformation, data visualization, exploratory data analysis
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