Professional Certificate in Biostatistics: Statistical Consulting
-- ViewingNowThe Professional Certificate in Biostatistics: Statistical Consulting is a comprehensive course that equips learners with essential skills in biostatistics, enabling them to effectively analyze and interpret data in various industries. This program is crucial for professionals working in healthcare, pharmaceuticals, public health, and other fields where data-driven decision-making is vital.
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โข Introduction to Biostatistics Consulting: Defining the role and responsibilities of a biostatistics consultant, understanding the consultation process, and ethical considerations.
โข Designing Clinical Research Studies: Types of study designs, including observational and experimental designs, randomization, blinding, and sample size calculation.
โข Data Management and Cleaning: Data entry, data cleaning, data coding, and data management strategies for efficient data analysis.
โข Descriptive and Inferential Statistics: Measures of central tendency, dispersion, and association, hypothesis testing, and probability distributions.
โข Regression Analysis: Simple and multiple linear regression, logistic regression, and survival analysis, including model building, evaluation, and interpretation.
โข 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.
โข Multivariate Analysis: Factor analysis, cluster analysis, and multivariate regression, including model building, evaluation, and interpretation.
โข 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.
โข Communicating Results and Report Writing: Writing technical reports, creating effective tables and figures, and communicating results to non-technical audiences.
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