Dear all,

my master thesis deals with the research question what drives the capital structure of microfinance institutions. I retrieved unbalanced panel data from Microfinance Information Exchange and would like to run panel regression with fixed effects.

-How should I handle missing values? Since the MIX data is self reported I cannot assume a random documenting error (...can I?)  

-One of my independent variables is growth opportunities and I plan to use historic growth in assets as proxy for growth opportunities but how should I compute it if historic values are missing?

I highly appreciate any suggestions.

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