Chemical Sector: Predicting Market Capitalization
Dependent Variable
Coefficients
ෝ𝒚
𝑷𝒓𝒆𝒅𝒊𝒄𝒕𝒆𝒅 𝑴𝒂𝒓𝒌𝒆𝒕 𝑪𝒂𝒑
β
4332.031
Independent Variables (Predictors)
0
β
𝑿 𝟏
Profit Margin Annual
-1.393e+04
1
β
𝑿 𝟐
Net Income Annual
15.506
2
β
𝑿 𝟑
Finished Goods Annual
-2.950
3
β
𝑿 𝟒
Annual Revenue per Employee
-0.003
4
Key Statistics
β
𝑿 𝟓
Retention Ratio Annual
-5353.538
5
R-squared
0.70
β T
𝑻
𝑻𝒊𝒎𝒆 (𝒀𝒆𝒂𝒓)
206.4631
F-statistic 122 Jarque-Bera (JB): 27.851 Prob (F-statistic) 0.000
ෝ𝒚 =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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