Undergraduate Certificate in Processing Clinical Research Data with R
-- viewing nowThe Undergraduate Certificate in Processing Clinical Research Data with R is a comprehensive course that equips learners with essential skills in clinical data processing using the R programming language. This course is vital in an era where big data drives decision-making in healthcare and research.
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Course Details
• Introduction to Clinical Research Data: Understanding Data Types, Variables, and Data Collection Methods
• R Programming Language: Basics, Syntax, and Data Structures
• Data Cleaning and Preprocessing in R: Handling Missing Values, Outliers, and Inconsistencies
• Data Analysis with R: Descriptive Statistics and Visualization
• Statistical Modeling in Clinical Research: Regression Analysis, ANOVA, and Chi-Square Tests
• Data Management in R: Organizing, Merging, and Reshaping Data Sets
• Exploratory Data Analysis in Clinical Research: Hypothesis Testing, Power Analysis, and Effect Size Estimation
• Reproducible Research: Documenting and Sharing Code and Results with R Markdown
• Data Security and Ethics: Protecting Patient Information and Ensuring Data Integrity
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