Dear experts!
I am having some difficulties in interpreting the results of my panel data regression model (xtdpdsys).
My dependent variable is:
- RD expenditure/total assets
L1= Lagged 1 year; D1= differenced
RD: Research & Development expenditure
Independent variables:
- L1. RD expenditure/total assets (coefficient: 0.66)
- L1. cash flow/total assets
- L1. Debt/total assets
- Revenue/total assets (coefficient 0.04)
- D1. Revenue/total assets (coefficient 0.06)
- Log of employees
- A macroeconomic variable (% of GDP)/1000 (coefficient 0.26)
I will highlight the significant coefficients, which would be great if anyone have time to help.
The lagged dependent varaibles gives me a coefficient of 0.66 - What does this exactly mean?
Furthermore, Revenue/total assets give a coefficient of 0.04 and the differenced (revenue/total assets) gives 0.06. How can I interpret this?
Lastly, the macroeconomic variable provides a coeffcient of 0.26
I have included respective year dummies where 5 out of 15 are showing significance, (coefficients ranging from 0.006-0.010, are there any way to put interpretation on this?
I am crossing my fingers and hope to hear from you!
Best regards,
Jacob
I am having some difficulties in interpreting the results of my panel data regression model (xtdpdsys).
My dependent variable is:
- RD expenditure/total assets
L1= Lagged 1 year; D1= differenced
RD: Research & Development expenditure
Independent variables:
- L1. RD expenditure/total assets (coefficient: 0.66)
- L1. cash flow/total assets
- L1. Debt/total assets
- Revenue/total assets (coefficient 0.04)
- D1. Revenue/total assets (coefficient 0.06)
- Log of employees
- A macroeconomic variable (% of GDP)/1000 (coefficient 0.26)
I will highlight the significant coefficients, which would be great if anyone have time to help.
The lagged dependent varaibles gives me a coefficient of 0.66 - What does this exactly mean?
Furthermore, Revenue/total assets give a coefficient of 0.04 and the differenced (revenue/total assets) gives 0.06. How can I interpret this?
Lastly, the macroeconomic variable provides a coeffcient of 0.26
I have included respective year dummies where 5 out of 15 are showing significance, (coefficients ranging from 0.006-0.010, are there any way to put interpretation on this?
I am crossing my fingers and hope to hear from you!
Best regards,
Jacob
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