Is there any critical value and test statistic? Or do you only use the p-value t

Question

Is there any critical value and test statistic? Or do you only use the p-value to reject or not reject? And what are the P-value?

Regression Statistics MultipleR R Square Adjusted R Square Standard Error Observations 0.9952 0.9905 0.9894 4.6152 ANOVA Regression Residual Total df MS 9918.844 21.300184 F SignificanceF 2.094E-10 9918.8438 191.7017 20110.5455 CoefficientsStandard Error 3.4390 0.8045 935.149 10 Intercept Copiers 1.4641 24.6022 t Stat 3.3335 30.5802 P-value 0.0087 2.09E-10 Lower 95% 3.6845 22.7823 Upper 95% 19.2437 26.4221

Explanation / Answer

Here there is a F-critical value, the value is 2.094E-10

The test statistic is F-test and the value is 935.149

So, we can use these two to reject or not reject the hypothesis

If we have also given the p-value, then we also conclude that the test is reject or not reject

The p-value is 0.0087

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