I have some annual original time series data , such as meteorological varialbes, including annual average temperature, annual avearge  relative humidity, annual rainfall, and socio-ecomonic variables, including income, education. And I want to use the factor analysis to what are the major effect factors on disease morbidity, is it the right methods?

If it is right, how? is it the same to cross-sectional datas?

Thank you very much

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