Assume that you work for a nation-wide firm that has multiple store per state. When addressing major issues such as determining the factors that contribute to store profitability over time using company "big data" what is the preferred regression method of analysis.
A. OLS analysis
B. Multiple regression time series single equation analysi
C. Simultaneous ARIMA analysis
D. Panel data analysis
E. Cross-sectional regression analysis