Overview
Advanced biostatistical techniques are essential for analyzing complex biological data and making informed decisions in health research. These techniques, including regression analysis, survival analysis, and Bayesian statistics, provide researchers with powerful tools to interpret data and draw mea...
Key Terms
Example: Using regression analysis to predict patient outcomes based on treatment variables.
Example: Analyzing the time until patients relapse after treatment.
Example: Using the Cox model to assess the impact of age and treatment on survival rates.
Example: Using Bayes' theorem to revise the probability of disease presence after a positive test result.
Example: Applying PCA to simplify a dataset with many variables into a few principal components.
Example: Using the Kaplan-Meier estimator to visualize survival rates over time.