Question: what is time dependent confounding?
Answer: Time varying confounding occurs when confounders have values that change over time. It often occurs with time varying exposures. Many exposures of epidemiological interest are time varying—for example, treatment dose, body mass index, smoking status, blood pressure, depression, air pollution, socioeconomic status.