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The analyses were carried out by using the robust maximum likelihood (MLR) estimator (Satorra and Bentler 2001) and a sandwich-type covariance matrix to compute standard errors and Chi square statistics robust to non-normality of the data (Yuan and Bentler 2000).
Thus, we have chosen the ABC method to model our demographic changes using summary statistics robust to recombination effects as a conservative approach.
Although not explicitly tested here, the similarities of genetic effect sizes observed here for the five HDL-C definitions in the same sample suggest that any one of these EMR-derived test statistics robust to algorithm decision logic can be included in meta-analyses with traditional epidemiologic studies.
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Table 5 Tests of weak exogeneity of migration rates Voice and accountability Government effectiveness Regulatory quality Control of corruption Total migration Coefficients 0.209 0.335 -0.037 -1.140* t-statistics (0.437 0.778 0.208 1.729(1.729) Skilled migration Coefficients -0.024 1.025 0.032 -3.089 t-statistics (0.018 0.836 0.061 1.501(1.501) Robust t-statistics in parentheses.
This makes the statistics more robust.
Correcting for bias helps ensure that resulting summary statistics are robust.
This analysis treats the downlink channels as random quantities and exploits their second order statistics in robust precoding schemes to correct the errors introduced in the feedback procedure.
Micromechanical analysis was then carried out accounting for statistics and robust empirical models, which were derived for strengths and elastic moduli of bricks and mortar through an experimental data analysis.
Use of exact tests instead of asymptotic tests ensured that fit statistics were robust to small cell sizes.
Similar to the inferred patterns, these pathway and transcription factor level statistics are robust across CoGAPS simulations.
The reviewers also had several suggestions to make the statistics more robust that you will see below.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com