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Though here the existence monist might reply that Occam's Razor trumps conservativeness when the two conflict.
Robust stabilizing controller and robust H∞ controller are designed by using a parameter-dependent Lyapunov function that can reduce the conservativeness when used in robust performance analysis and synthesis problems for polytopic systems.
Or, in other words, a country without deforestation activities would only be able to report an unchanged forest area under the principle of conservativeness, when the area of afforestation activities has the same size as the difference between the RMEs at time 1 and time 2.
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In contrast, the Satterthwaite and K-R methods may provide tests that are too conservative when the cluster number is small (<30) and the conservativeness becomes more severe with the increase of cluster size variation.
The method tends to be conservative when the cluster number is lower than 30, and the conservativeness becomes more severe with the increase of the cluster size variation.
Still, Patreon's flexibility is radical when you consider the conservativeness of the other options.
Therefore, this method will preserve the validity of the Wald F test; however, its conservativeness may cause power loss, especially when considerable cluster size variation.
The generation of carbon credits by introducing a REDD scheme becomes critical when the principle of conservativeness and assessment errors are considered in the monitoring and reporting process.
In contrast, the Satterthwaite and Kenward-Roger methods can provide tests with very conservative type I error rates when the total cluster number is small (<30) and the conservativeness becomes more severe as variation in cluster sizes increases.
In line with the principle of conservativeness [ 26], the most conservative option, 100% for DFAR was used.
When compared to IMPUTE2, most of the apparent conservativeness of DISTMIX is likely due to the LD estimation using the ridge penalty (λ = 2 / n ) for the small 1KG reference panel used for imputation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com