Assess the potential biases when using historical sales data to predict the impact of a new marketing strategy.

Instruction: Identify potential biases and suggest methods to mitigate their effects in a causal analysis.

Context: This question tests the candidate's ability to identify and handle biases in causal inference, particularly in a business context involving sales and marketing data.