Collocation analysis is a method used to study the patterns of word combinations in a language, revealing how words typically co-occur in texts. This technique is important for understanding language use, as it uncovers linguistic patterns and associations that contribute to meaning and style in literary works. By examining these word pairings, researchers can gain insights into themes, character development, and cultural contexts within literature.