ScienceGate Book Chapters

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

DOI: 10.17654/as064010087

Get Full-Text PDF Get Analytical Report

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 Ramadhani Agus Mohamad Soleh Erfiani 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 Chakraborty Kayo Ide Balakumar Balachandran

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

JOURNAL ARTICLE

Augmenting energy time-series for data-efficient imputation of missing values

Antonio Liguori Romana Markovic Martina Ferrando Jérôme Frisch Francesco Causone Christoph van Treeck

Journal: Applied Energy Year: 2023 Vol: 334 Pages: 120701-120701

JOURNAL ARTICLE

Missing Data Imputation in Multivariate Time Series Data

Negin Daneshpour Seyedeh 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 Lee Jaehyuk Choi Duck-Ki Kim

Journal: Communications for Statistical Applications and Methods Year: 2009 Vol: 16 (4)Pages: 723-730