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Summarizing 5 statistical models using the `modelsummary` package for `R`.
Models estimated using the mtcars dataset.
Horsepower V-Shape Transmission
OLS 1 Poisson 1 OLS 2 Logit 1 Logit 2
Horsepower -0.005*** -0.089* 0.122+
(0.001) (0.039) (0.068)
Miles/Gallon -9.417** -0.078***
(2.676) (0.004)
Weight -4.168 -0.072
(16.485) (0.087)
Rear axle ratio 0.139*** -1.717
(0.038) (1.909)
Displacement -0.095*
(0.048)
Constant 349.287** 5.972*** 1.349*** 17.100 1.403
(103.509) (0.105) (0.219) (10.843) (1.368)
Num.Obs. 32 32 32 32 32
R2 0.603 0.534
R2 Adj. 0.576 0.502
AIC 338.8 511.7 29.5 21.9 22.7
BIC 344.6 516.1 35.4 26.3 27.1
F 22.053 301.667 16.601 3.013 2.617
RMSE 42.50 39.22 0.34 0.29 0.30
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
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