Sentence examples for time series dependencies from inspiring English sources

These models incorporate available covariate information such as patient visit counts and smoothed ambient temperature series, as well as time series dependencies on daily and weekly seasonal scales.

The analysis of a 25-year time series shows dependencies on water supply in summer.

The standard errors of these beta estimates were computed nonparametrically using a bootstrap procedure designed to operate on time series data, containing serial dependencies, with repeated deterministic (experimentally determined) effects.

Although this is not a unique feature of TDSEP, this approach seemed to be suitable for the processing of EEG data, which is composed of multidimensional time series signals with temporal dependencies.

Ordinal patterns provide a method to measure dependencies between time series.

Information about the alarm types and the time stamps of their occurrence can be used to analyze the time series data and thus finding dependencies between different alarms.

Recently, the DLNM framework has been extended beyond time series data for modelling such dependencies, defined exposure-lag-response associations, in different study designs [ 11].

The LSTM NN can overcome the issue of back-propagated error decay through memory blocks, and thus exhibits the superior capability for time series prediction with long temporal dependency.

Therefore an algorithm was designed, implemented, and evaluated to detect temporal dependencies in alarm time series.

Note that the BC, a test for cross-sectional data, does not take into account temporal dependencies in a time series.

It is not advisable to go beyond two differencing as over-differencing can cause unnecessary levels of dependency in the time series data.