A Procedure to Clean, Decompose and Aggregate Timeseries
ctbi.cycle
ctbi.long.term
ctbi.outlier
ctbi.plot
ctbi
ctbi.timeseries
hidd.check.bin.period
hidd.count.NA
hidd.count.noNA
hidd.mad
hidd.mean
hidd.median
hidd.rel.time
hidd.replace
hidd.sd
hidd.seq
hidd.sum
Clean, decompose and aggregate univariate time series following the procedure "Cyclic/trend decomposition using bin interpolation" and the Logbox method for flagging outliers, both detailed in Ritter, F.: Technical note: A procedure to clean, decompose, and aggregate time series, Hydrol. Earth Syst. Sci., 27, 349–361, <doi:10.5194/hess-27-349-2023>, 2023.