Professional Certificate in Biostatistics: Statistical Consulting
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⢠Introduction to Biostatistics Consulting: Defining the role and responsibilities of a biostatistics consultant, understanding the consultation process, and ethical considerations.
⢠Designing Clinical Research Studies: Types of study designs, including observational and experimental designs, randomization, blinding, and sample size calculation.
⢠Data Management and Cleaning: Data entry, data cleaning, data coding, and data management strategies for efficient data analysis.
⢠Descriptive and Inferential Statistics: Measures of central tendency, dispersion, and association, hypothesis testing, and probability distributions.
⢠Regression Analysis: Simple and multiple linear regression, logistic regression, and survival analysis, including model building, evaluation, and interpretation.
⢠Analysis of Variance (ANOVA) and Design of Experiments: One-way and two-way ANOVA, factorial designs, and randomized block designs, including model building, evaluation, and interpretation.
⢠Multivariate Analysis: Factor analysis, cluster analysis, and multivariate regression, including model building, evaluation, and interpretation.
⢠Power and Sample Size Calculation: Designing studies with sufficient power to detect meaningful differences, including the use of statistical software for power and sample size calculation.
⢠Communicating Results and Report Writing: Writing technical reports, creating effective tables and figures, and communicating results to non-technical audiences.
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