What is your favorite research method? Under what circumstances do you feel it's best applied? What are the pros and cons of using this methodology?

Interview question asked to UX Researchers interviewing at Stitch Fix, Amazon, Groww and others: What is your favorite research method? Under what circumstances do you feel it's best applied? What are the pros and cons of using this methodology?.