aF-statistic is 1724 and its p value is small enough, so suggesting that the regression is very significant. Notice that the adjusted R-squared equals to 0.9928, which means that about 99.28% of GDP can be explained from the model, indicating that the model fit the data quite well. F...
Mathematically, the p-value is calculated using integral calculus from the area under the probability distribution curve for all values of statistics that are at least as far from the reference value as the observed value is, relative to the total area under the probability distribution curve. Sta...
It is shown that the probability value for the multiple regression is very small (P - value = 1.635x10−10,P < 0.01 when significant).The ANOVA indicated that the model was adequate to represent the actual relationship between the response (adsorption of 4-TSA) and the significant ...
In addition to being misused or perhaps even abused at post-statistical analysis stage of making scientific inference and interpretations, -values can also be a source of confusion at the design stage.MethodsApplication of standard test statistic on observed data may result in a small -value ...
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aIn LM1, the T values of the coefficients are all reasonable, the P values of t test are all very small from which we can conclude that each explanatory variable is significant for the model fitting. 在LM1,系数的T价值是全部合理的, t测试的P价值是全部非常小从哪些我们可以认为,每说明可变物...
If the p-value is very small, we reject the null hypothesis. True or False?True or False: The p-value is the probability that null hypothesis is true.The p-value is the probability that the null hypothesis is true. True or False?
The probability that we’d be able to generate {d(X) > d(x)} in these experiments, in a world described by H0, is very low (p). Equivalently: Pr(Test T produces P-value < p; H0) = p The probability test T generates such im...
Thus, in this approach, users do not care how small or large the observed-valueis, but simply, whether or not it fell beneath the pre-specifiedlevel (often 0.05). If it falls belowthey behave inline with the rejection of this test hypothesis, and if it fails to fall below, then they...