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Lynda Richardson
It is essential to understand those model parameters are different from models outcomes, for example, coefficients or model evaluation metrics such as accuracy score or mean squared error are model outcomes and different than hyperparameters. This part of the kernel is a working progress. Please ...
Second, the payment for the selected trial was equal to a $30 endowment from which the trial’s inaccuracy penalty ($10 or $20) was deducted probabilistically, with the probability of a penalty being equal to the squared error between the true gallery and the participants’ posterior estimate...
each observation was predicted from the rest by cross-validation. The assumption of normally distributed cross-validation errors was plausible (Supplementary Information), and the standardised squared prediction error of the cross-validation predictions had a median value of 0.33 which falls within the ...
The research team then selected the randomization permutation in which the r-squared of a regression of village and commune covariates on assignment to treatment was minimized. An additional second-level randomization then assigned 50% of the communities in the SELEVER arm to receive an additional ...
Finally, among participants who did not progress to KL grade 4, there was very high reproducibility between SSR measurements obtained from MRIs performed at baseline and 24 months; there was an estimated 3.0% CV (root mean squared error (RMSE) 0.0155; Pearson's r = 0.978) for medial SSR ...
Esophageal cancer (EC) is a leading cause of cancer death in China. Within Shandong Province, a geographic cluster with high EC mortality has been identified, however little is known about how area-level socioeconomic status (SES) is associated with EC m
the deviation of each RR interval from the median is calculated and then squared before the average of these values over the epoch is found. This final average is called R1. The same process is repeated for all RR intervals greater than the median, and the final average is called R2. Sa...