tsAirgap: Time series of monthly airline passengers (with NAs)
Description
Monthly totals of international airline passengers, 1949 to 1960.
This time series contains missing values. In the package included is also the tsAirgapComplete time series providing the true values for the
missing values.format
Time Series (ts) with 144 rows including 13 NAs.source
Box, G. E. P., Jenkins, G. M. and Reinsel, G. C. (1976) Time Series Analysis, Forecasting and Control. Third Edition. Holden-Day. Series G.Details
The dataset originates from Box & Jenkins(see citation) and is a commonly used example in
time series analysis literature.
It characteristics (strong trend, strong seasonal behavior) make it also a great
example for time series imputation.
Thus the version with inserted NA gaps was created under the name tsAirgap.
In order to use this series for comparing imputation algorithm results,
there are two time series provided. One series without missing values, which can
be used as ground truth. Another series with NAs, on which the imputation
algorithms can be applied.
There are the two time series:
- tsAirgap - The time series with NAs.
- tsAirgapComplete - Time series without NAs.