JOURNAL ARTICLE

IMPUTATION FOR CONSECUTIVE MISSING VALUES IN NON-STATIONARY TIME SERIES DATA

Chantha Wongoutong

Year: 2020 Journal:   Advances and Applications in Statistics Vol: 64 (1)Pages: 87-102
Keywords:
Imputation (statistics) Missing data Statistics Series (stratigraphy) Time series Mathematics Econometrics Geology

Metrics

9
Cited By
0.74
FWCI (Field Weighted Citation Impact)
0
Refs
0.73
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Time Series Analysis and Forecasting
Physical Sciences →  Computer Science →  Signal Processing

Related Documents

JOURNAL ARTICLE

Machine Learning-Based Univariate Time Series Imputation Method for Estimating Missing Values in Non-Stationary Data

Dini RamadhaniAgus Mohamad SolehErfiani Erfiani

Journal:   Jurnal Matematika Statistika dan Komputasi Year: 2024 Vol: 21 (1)Pages: 307-320
JOURNAL ARTICLE

Missing values imputation in ocean buoy time series data

Samarpan ChakrabortyKayo IdeBalakumar Balachandran

Journal:   Ocean Engineering Year: 2024 Vol: 318 Pages: 120145-120145
JOURNAL ARTICLE

Missing Data Imputation in Multivariate Time Series Data

Negin DaneshpourSeyedeh fatemeh mirabolghasemi

Journal:   Signal and Data Processing Year: 2022 Vol: 19 (2)Pages: 39-60
JOURNAL ARTICLE

The Comparison of Imputation Methods in Time Series Data with Missing Values

Sung-Duck LeeJaehyuk ChoiDuck-Ki Kim

Journal:   Communications for Statistical Applications and Methods Year: 2009 Vol: 16 (4)Pages: 723-730
© 2026 ScienceGate Book Chapters — All rights reserved.