The DOI matches its Crossref record; 18 of the 18 references it cites were found in a registry or an index.
Time Series Regression and Exploratory Data Analysis
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Citations
Cites
A new look at the statistical model identification
Akaike, H. (1974) · IEEE Transactions on Automatic Control · doi:10.1109/tac.1974.1100705 · Cited by 51,879
Estimating the Dimension of a Model
Schwarz, G. (1978) · The Annals of Statistics · doi:10.1214/aos/1176344136 · Cited by 47,033
On Information and Sufficiency
Kullback, S., & Leibler, R. A. (1951) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177729694 · Cited by 20,193
Robust Locally Weighted Regression and Smoothing Scatterplots
Cleveland, W. S. (1979) · Journal of the American Statistical Association · doi:10.1080/01621459.1979.10481038 · Cited by 11,594
On Estimation of a Probability Density Function and Mode
Parzen, E. (1962) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177704472 · Cited by 10,585
Information theory and statistics
(1959) · Journal of the Franklin Institute · doi:10.1016/0016-0032(59)90368-0 · Cited by 7,094
Time Series Analysis Forecasting and Control.
Bartholomew, D. J., Box, G. E. P., & Jenkins, G. M. (1971) · Operational Research Quarterly (1970-1977) · doi:10.2307/3008255 · Cited by 6,716
Regression and time series model selection in small samples
HURVICH, C. M., & TSAI, C.-L. (1989) · Biometrika · doi:10.1093/biomet/76.2.297 · Cited by 6,586
Time Series Analysis: Forecasting and Control
Kleiner, B. (1977) · Technometrics · doi:10.1080/00401706.1977.10489562 · Cited by 6,446
Modeling by shortest data description
Rissanen, J. (1978) · Automatica · doi:10.1016/0005-1098(78)90005-5 · Cited by 6,011
Research works printed but not linked: 4
- Mallows CL (1973) Some comments on C p . Technometrics 15:661–675
- McQuarrie ADR, Tsai C-L (1998) Regression and time series model selection World Scientific, Singapore
- Shumway RH, Verosub KL (1992) State space modeling of paleoclimatic time series. In: Pro. 5th int. meeting stat. climatol., Toronto, pp. 22–26, June, 1992
- Watson GS (1966) Smooth regression analysis. Sankhya 26:359–378
Cited by
Taghiyeh, S., Lengacher, D. C., Sadeghi, A. H., Sahebi-Fakhrabad, A., & Handfield, R. (2023) · Supply Chain Analytics · doi:10.1016/j.sca.2023.100032 · Cited by 47
Inference with cross-lagged effects—Problems in time.
Driver, C. (2024) · Psychological Methods · doi:10.1037/met0000665 · Cited by 28
Computerized adaptive assessment of understanding of programming concepts in primary school children
Hogenboom, S. A. M., Hermans, F., & van der Maas, H. L. J. (2021) · Computer Science Education · doi:10.1080/08993408.2021.1914461 · Cited by 27
Examining EMF Time Series Using Prediction Algorithms With R
Pala, Z. (2021) · Canadian Journal of Electrical and Computer Engineering · doi:10.1109/icjece.2020.3037805 · Cited by 14
Wanjuki, T. M., Wagala, A., & Muriithi, D. K. (2021) · European Journal of Mathematics and Statistics · doi:10.24018/ejmath.2021.2.6.80 · Cited by 11
Metadata
- Authors
- Shumway, R. H., & Stoffer, D. S.
- Affiliations
- University of California, Davis (US)
- University of Pittsburgh (US)
- ORCID
- Stoffer, David S.
- Venue
- Springer Texts in Statistics
- Publisher
- Springer International Publishing
- Published
- 2017
- Pages
- 45-74
- ISSN
- 1431-875X (ISSN-L)
- 2197-4136
- OpenAlex
- W4232384326
- Cited by
- 13
- References
- 18
- Citations by year
- 2026: 1 · 2024: 2 · 2023: 1 · 2021: 7 · 2019: 1 · 2018: 1
- FWCI
- 1.10
- Type
- book chapter
- Language
- en
- Open access
- closed
- Licence
- www.springernature.com/gp/researchers/text-and-data-mining (tdm)
- www.springernature.com/gp/researchers/text-and-data-mining (vor)
- Locations
- Springer texts in statistics (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Signal Processing › Time Series Analysis and Forecasting
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
- Physical Sciences › Mathematics › Applied Mathematics › Statistical and numerical algorithms
- Keywords
- multiple linear regression, time series, model selection, non-stationary time series, detrending, differencing, variance stabilization, nonparametric smoothing
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
