Install R library for Multiple Imputation of time series data (But Not cross-sectional data). Take note of the key difference and treatment. Install on a Windows Desktop.
Then use this R library to impute missing observations on the time series data.
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Hello, I use R every day for my work, and I have just applied the multiple imputation approach in a time-series analyses. If you are interested, please contact me.