Sentence examples for time series validity from inspiring English sources

Also, because of the nonstationary nature of lung tumor motion in time, we implemented sliding window retraining (e.g., [ 37, 38]) to capture temporal variations in time series validity of the neural model at every sample of prediction.

Maps were developed from 674 Landsat Thematic Mapper and Enhanced Thematic Mapper + images distributed across 22 separate scene areas, and were assessed for validity at 2360 points using TimeSync, a time-series validation and interpretation tool.

To verify the validity of time series model and Kalman filtering method of power load stochastic noise, 100 power load data of some place in 2015 is analyzed as following.

This long time series allowed us to check the validity of the modeled secular variation prior to epoch 2008.

A general conclusion is that precise modelling of physiological time series does not markedly increase predictive validity; instead, it appears that a more constrained model and optimised data features provide better results, probably through a suppression of physiological fluctuation that is not caused by the experiment.

The maximum order of the structure function is carefully estimated for each time series using two different techniques, to ensure the validity of our high-order statistics.

Not only do they have better internal validity than other designs, interrupted time series analysis is an ideal method for evaluating natural experiments, a type of study included in Dr. Nelson's paper and stated in the article title.

Addressing these problems as threats to internal and external validity, Campbell (1963) concluded that the time series design was the strongest of the common quasi-experimental designs.

We used an interrupted time series design, which is robust against most threats to internal validity.

We then test the validity of the Life Cycle Model by calibrating interrupted time series regression equations for 23 key quality compliance measures.

A range of within-subject and quasi-experimental designs such as interrupted time series [22], stepped wedge [23], and regression discontinuity [24] may have less internal validity than the RCT, but offer a number of advantages [25].