Thus, it follows from (26) that progressively smaller values of FF, ρ, provides an estimation procedure with smaller size of data window, what is useful in non-stationary applications.
Then the procedure with smaller description length is adopted: the proposed algorithm compares the strategy of discarding an existing center with the one of keeping it according to the MDL criterion.
Fourthly, the <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0013021.e078.PNG" class= inline-graphic"/> -value for a module is defined as the probability that one module can be detected in randomization procedure with smaller SS than that of our predicted module.
Despite the majority of patients traveling for out-patient, elective procedures, a number of patients received more complex treatment, such as orthopedic and cardiothoracic procedures, with a small number remaining in hospital for over ten or even 30 days.
As a relatively new procedure and with small patient numbers, there may also be a substantial learning curve associated with this technique.
A number of studies have shown that long-term survival rates differ little between the two procedures for women with small breast tumors, prompting researchers to examine the question of what leads patients to chose one option over another.
We discuss how these out-of-sample estimates compare to in-sample estimates; and draw some recommendations for k-fold cross-validation procedures when dealing with small datasets that are typical in the neuroimaging literature.
Insertion of percutaneous hemodialysis catheters is an invasive procedure with a small but definite risk of morbidity and mortality.
The long-term efficacy of pubovaginal sling (PVS) procedure with porcine small intestinal submucosa (SIS) implant was retrospectively assessed.
Ms Short also claimed there was a shocking collapse in proper government procedure, with a small unelected entourage in Downing Street making the decisions without minutes, proper options papers or any written material.
