Global Certificate in Biostatistics: Interpretive Skills
-- ViewingNowThe Global Certificate in Biostatistics: Interpretive Skills course is a comprehensive program designed to equip learners with critical biostatistics skills necessary for data interpretation and analysis in healthcare and research industries. This course emphasizes the importance of evidence-based decision-making, enhancing learners' ability to analyze and interpret complex data sets, draw valid conclusions, and communicate results effectively.
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GBP £ 140
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โข Basic Statistical Concepts: Descriptive statistics, probability, distributions, statistical inference, hypothesis testing
โข Data Analysis and Visualization: Exploratory data analysis, data visualization techniques, data cleaning, data preprocessing
โข Regression Analysis: Simple and multiple linear regression, logistic regression, polynomial regression
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial ANOVA, repeated measures ANOVA
โข Survival Analysis: Kaplan-Meier survival curves, Cox proportional hazards models
โข Epidemiological Methods: Measures of association, stratified analysis, Mantel-Haenszel methods
โข Clinical Trials and Study Design: Randomized controlled trials, observational studies, bias, confounding
โข Bayesian Inference: Bayes theorem, prior and posterior distributions, Markov Chain Monte Carlo (MCMC) methods
โข Predictive Modeling: Machine learning algorithms, cross-validation, overfitting, regularization
โข Statistical Software: R programming, SAS, Stata, SPSS, data manipulation, and graphics.
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