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Consequently, the implication of sample size effects in statistical pattern recognition is significantly reduced and better accuracy on mass range assignment can be achieved.
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The implications of sampling from contrasting populations are considered in the Discussion section below.
The objective of this paper is to demonstrate the implications of sampling designs and sample sizes on the cost-efficiency of the measurement component of MRV systems.
To test the implications of smaller sample sizes, we repeated key analyses using randomly sampled subsets of our data representing one-quarter to one-half of our data.
This is consistent with recent arguments made by many authors, including Goodman and Berlin [ 20] who state that "confidence intervals should play an important role when setting sample size" and that " the size of a confidence interval can be predicted in the planning stages of an experiment and this can be a great help in understanding the implications of different sample size choices".
From the view point of planning TTP studies, the low proportion of planned pregnancies has implications for sample size calculation and allocation of resources.
The implication of the small sample size is that this study has an observational nature and, therefore, only descriptive statistics are presented.
I examine the implications of clustered samples on inference.
Here, we present such a study and consider the implications of suboptimal sampling design on estimates of abundance and size-frequency distribution.
We apply the space-time sampling framework, estimate the minimum detectable change of net soil redistribution and consider the information content and cost implications of different sampling designs for a study area in the Chinese Loess Plateau.
In particular, the potential implications of targeted sampling procedures for predictive modelling of AI control have yet to be quantified.
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