Hello everyone,
I am trying to run a panel data regression for my thesis aimed at testing the relation between R&D intensity (R&D expenditure/net sales) and Tobin's Q (Market Capitalization/Total Assets). My variables are the following:
-Dependent Variable: Tobin's Q, (ranging between 22,84 and 0,18)
-Controlling Variables:
-Debt/Equity (ranging between 0 and 9,59)
-Return on asset: Net income/Total assets (ranging between 48,78 and -73,50)
-YoY growth sales as a percentage (ranging between 5,33 and -0,70)
-LN (total assets): I apply the ln as the literature suggests
-Independent Variable that I want to test: R&D intensity (ranging between 0,97 and 0,069)
Apart from total assets, all other variables are ratios, including also values <1. In order to have the correct unit of measurement for the correctness of the regression, should I multiply the ratios by 100? To be more clear, should I keep 18% as 0,18 or transform it to 18? As far as I know, the regression studies the impact that 1 unit change in the independent variable has on the dependent variable.
Many thanks in advance,
Francesca
Related Posts with How to deal with ratios as dependent and independent variables in a panel data regression
How to rename around 200 rows of a matrix simultaneously or in iterationHi, I'm very new to Stata and I've searched and tried answers for this question for three hours. I'm…
Importing problem BRFSS SAS file post 2014I'm working with BRFSS data 2010-2015. Before 2014, I could open it by clicking the import option an…
Import and reshape data while capturing variable label from ExcelHello, I have 115 worksheets (each of them has about 100 variables) from excel to work with and the…
Generating squared difference within group variableHello, I have the following stylized dataset: Code: * Example generated by -dataex-. To install: …
Generating date variables based on ID and yearDear Statalist community, I am working with a panel data set on armed conflict (UCDP/PRIO Armed Con…
Subscribe to:
Post Comments (Atom)
0 Response to How to deal with ratios as dependent and independent variables in a panel data regression
Post a Comment