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The probability is 100% for the performance test on the order of the background model, 50% for the tests of statistics across multiple thresholds and finally between 10 90% in the dilution test.
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As a result this test of statistics will be compared with the tabulated Chi square with a degree of freedom, the difference between the degree of freedom of the model under the null hypothesis and the alternative hypothesis respectively.
And the CLT is a mathematical gem that supports the tests of inferential statistics.
The CLT links probability theory and the main tests of inferential statistics, a powerful mathematical tool that we repeatedly emphasize in the course.
We carried out tests of homogeneity (Q statistics and I statistics) on all the summary effect sizes.
Theoretical expectations for distributions of test statistics of all three tests were calculated and compared to empirically derived values.
Reported injuries in the last year were also compared through Chi-square test of independence statistics.
After normality testing of descriptive statistics, normally distributed variables were reported as means with standard deviations (SDs) and compared with the Student t test.
The spatial cluster analysis was performed by the hypothesis testing of z statistics for space aggregation indices using Geoda 1.6 software (GeoDa Center, Tempe, AZ, USA) [ 12].
2,000 permutations were conducted in each replicate to estimate the empirical p values of testing statistics of PLS-based MLAS, PCA-based MLAS and TSM-based MLAS.
For the comparison of the observed and expected distribution of test statistics, quantile-quantile analysis of 2-degrees-of-freedom logistic regression statistics was applied.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com