Efforts of researcher to remove the effect of irrelevant/extraneous variable is

Control (C) refers to the researcher's efforts to minimize or eliminate the influence of extraneous variables, ensuring that observed effects are solely due to the independent variable. Manipulation (A) is changing the independent variable, Replication (B) is repeating studies, and Randomization (D) is for group assignment.