Spurious relationships can occur due to several reasons:
Confounding Variables: When a third variable influences both the independent and dependent variables, creating a false association. Random Error: Variability in data collection or measurement can sometimes produce misleading correlations. Selection Bias: When the sample is not representative of the population, leading to incorrect associations.
