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Time step schema
Samples schema
movingAccumulationTimeSpan
Time spans that the user selects from using the slider.
- Central moving average
A central moving average calculates the mean value of the time window of which the current value is in the middle. It is the same as the moving average, but shifted to the past for half the time window.
Attributes:
- function: always central_moving_average.
- ignoreMissings: when true, missing values are ignored and each average will be calculated from the available values within the current time window.
When false, calculated values will be set to missing if one or more values within the current time window are missing.
movingAccumulationTimeSpan
Time spans that the user selects from using the slider.
Remarks
The (central) moving average function only works for true equidistant data (i.e. no daysOfMonths etc.)
The difference between moving average and central moving average is that the central moving average uses values before and after the current value to calculate the average. Moving average only uses values in the past.
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- function: always duration.
- Moving average
A moving average calculates the mean value of the time window directly before the current value.
Attributes:
- function: always moving_average.
- ignoreMissings: when true, missing values are ignored and each average will be calculated from the available values within the current time window.
When false, calculated values will be set to missing if one or more values within the current time window are missing.
movingAccumulationTimeSpan
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- Central moving average
A central moving average calculates the mean value of the time window of which the current value is in the middle. It is the same as the moving average, but shifted to the past for half the time window.
Attributes:
- function: always central_ moving_average.
- ignoreMissings: when true, missing values are ignored and each average will be calculated from the available values within the current time window.
When false, calculated values will be set to missing if one or more values within the current time window are missing.
movingAccumulationTimeSpan
Time spans that the user selects from using the slider.
for more details, a Word-attachement is available.