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Moreover, we have constructed a recurrence equation when more observed data are considered and we have established a condition to ensure that the consecutive approximations of the parameter are sufficiently close.
For example, the empirical functions for estimating missing parameters should be continually improved as more observed data become available, and higher-resolution data, such as GDEM (ASTER GDEM Validation Team 2011), which are capable of generating more accurate local factors, should be utilized.
The mean function for the range of observed days was plotted for the first part of the time range because we had more observed data points.
Although more observed data is needed for validation, the relationship model produced in this study can be applied to new data or used for scenario analysis.
For example, consider two groups with different proportions of missing values on background variables: The uncertainty in the group mean estimates should differ between the groups because we have more observed data in one group than in the other.
Any additional outcome measurements provide more observed data to condition on in the definition of MAR and so make this more plausible 19– 219
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An advantage of the RM approach is that it utilizes much more of the observed data.
Although the elimination of a deviating timepoint would also be suitable, correction has been chosen in this work as it conserves more of the observed data in the form of a consensus between all compound trends.
David Whitehouse on the Global Warming Policy Foundation website: If the latest Met Office prediction is correct, and it accords far more closely with the observed data than previous predictions, then it will prove to be a lesson in humility.
The smaller the chi-squared value is, the greater the indication that the data fit the model, meaning the model reflects the observed data more accurately.
A pincer or overlapping model (Di and Sanchez-Mazas 2011) suggesting independent migrations along a southern and a northern route, yet at distinct prehistoric periods (i.e., Paleolithic and post-glacial periods, respectively) is more compatible with the observed data.
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