Problem: Which of the following best describes the primary purpose of conducting a cohort analysis? To evaluate the efficiency of the company's production processes and optimize resource allocation. To understand the differences in performance between various customer segments over time. To analyze the geographical distribution of a company's customer base and identify new market opportunities. To assess the effectiveness of a company's marketing strategies and calculate the return on advertising spend (ROAS).