What are strategies for avoiding pitfalls with quantitative methods? Select all that apply.

$1$ point

Removal of confounding variables.

Visually inspecting the data to identify patterns and detect anomalies before performing formal statistical analysis.

Conducting thorough data validation and cleaning to reduce errors.

Carefully designing the sampling method to reflect the characteristics of the population.