Pharmaceutical Sector: Predicting Market Capitalization
Dependent Variable
ෝ𝒚
𝑷𝒓𝒆𝒅𝒊𝒄𝒕𝒆𝒅 𝑴𝒂𝒓𝒌𝒆𝒕 𝑪𝒂𝒑
Coefficients
β
198.815
Independent Variables (Predictors) 𝑿 𝟏 Annual Revenue per Employee 𝑿 𝟐 Annual Finished Goods 𝑿 𝟑 Annual Retention Ratio 𝑿 𝟒 Annual Debt to Assets 𝑿 𝟓 Annual Profit Margin 𝑻 𝑻𝒊𝒎𝒆 (𝒀𝒆𝒂𝒓)
0
β
0.0002
1
β
0.0901
2
β
-219.236
3
β
-135.621
4
β
749.043
Key Statistics
5
β T
R-squared
0.75
-3.970
F-statistic 104.4 Jarque-Bera (JB): 10.707 Prob (F-statistic) 0.000
ෝ𝒚 𝟎.𝟓 = 𝜷
𝟎 + 𝜷 𝟏 𝑿 𝟏 + 𝜷 𝟐 𝑿 𝟐 + 𝜷 𝟑 𝑿 𝟑 + 𝜷 𝟒 𝑿 𝟒 + 𝜷 𝟓 𝑿 𝟓 +𝜷 𝑻 𝑻
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