non-monotonic relationship

Defining Monotonic Relationships in Data Analysis In the crucial fields of statistics and data analysis, identifying and characterizing the interplay between two variables is absolutely fundamental. A monotonic relationship describes a specific and highly valuable pattern: as one variable consistently changes (either increasing or decreasing), the other variable consistently changes in only one corresponding direction. […]