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The aims of time series analysis are to describe and summarize time series data, fit low-dimensional models, and make forecasts [14].
One frequently used accelerometer post-processing method involves the use of physical activity intensity thresholds (i.e., cutpoints based on count values) to summarize time spent in a given intensity category (e.g., sedentary, light, moderate and vigorous).
The Kaplan Meier method was used to estimate duration of response, and descriptive statistics (median, minimum, and maximum) were used to summarize time to response for the responders in each arm.
The objectives of the present work were to: i) summarize time, place and cause of death for patients hospitalized with AMI, stroke and hip fracture, ii) compare risk-adjusted mortality measures based on both in-hospital deaths and in-and-out-of- hospital deaths, with and without patients transferred to other hospitals.
The objectives were to: i) summarize time, place and cause of death for first time acute myocardial infarction (AMI), stroke and hip fracture, ii) compare case-mix adjusted 30-day mortality measures based on in-hospital deaths and in-and-out-of hospital deaths, with and without patients transferred to other hospitals.
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A burn-in of 1000 was used prior to summarizing time trees.
Hierarchical clustering of median summarized time points was performed with Pearson correlation and average linkage.
Table 10 summarizes time frames and activities for core loci selection and expansion efforts in Europe and the United States.
For example, we summarized time periods over which data were collected, meaning that not each follow-up point in each cohort is represented.
Clusters of miRNAs were identified using the MCLUST package [ 24]. miRNA profiles over 16 median summarized time points were centred and scaled to have mean zero and standard deviation one.
A cartoon summarizing time-frequency support of all features is shown in Figure 3.
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