Analyzing RWD involves several sophisticated techniques, including:
Statistical Methods: Traditional statistical approaches like regression analysis to identify associations and causal relationships. Machine Learning: Advanced algorithms that can handle large datasets and uncover complex patterns. Natural Language Processing (NLP): Techniques used to analyze unstructured data from clinical notes and other text-based sources.
