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http://hdl.handle.net/1942/39138
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DC Field | Value | Language |
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dc.contributor.author | Tantular, B. | - |
dc.contributor.author | Ruchjana, B. N. | - |
dc.contributor.author | ANDRIYANA, Yudhie | - |
dc.contributor.author | VERHASSELT, Anneleen | - |
dc.date.accessioned | 2023-01-04T09:17:50Z | - |
dc.date.available | 2023-01-04T09:17:50Z | - |
dc.date.issued | 2022 | - |
dc.date.submitted | 2023-01-03T12:28:00Z | - |
dc.identifier.citation | Engineering Letters, 30 (4) (Art N° EL_30_4_36) | - |
dc.identifier.uri | http://hdl.handle.net/1942/39138 | - |
dc.description.abstract | Varying coefficient models have some regression coefficients allowed to vary as smooth functions of other variables. Applying varying coefficient models for longitudinal data determined the effect of different covariates between the time variable called the time-varying coefficient model. Several researchers used this model with a different approach. Quantile regression is a technique that uses P-splines as an estimation procedure. This research conducts a systematic literature review of the peer-reviewed papers on varying coefficient models with quantile objective function inspired by Hastie and Tibshirani. Furthermore, it shows a comprehensive bibliometric analysis involving a co-authorships network of the productive authors as well as a bibliometric map with the clustered term. The varying coefficient model and quantile regression are used to exposes a thematic analysis. Finally, the varying coefficient model, which includes time and spatial effects, is an interesting topic for further research. | - |
dc.description.sponsorship | The authors are grateful for suggestions and inputs from the Rector of Universitas Padjadjaran. | - |
dc.language.iso | en | - |
dc.publisher | NEWSWOOD LTD | - |
dc.subject.other | longitudinal data | - |
dc.subject.other | p-splines | - |
dc.subject.other | quantile regression | - |
dc.subject.other | systematic literature review | - |
dc.subject.other | varying coefficient models | - |
dc.title | A Systematic Review of Quantile Regression in Varying Coefficient Models for Longitudinal Data | - |
dc.type | Journal Contribution | - |
dc.identifier.issue | 4 | - |
dc.identifier.volume | 30 | - |
local.bibliographicCitation.jcat | A1 | - |
dc.description.notes | Tantular, B (corresponding author), Univ Padjadjaran, Dept Math, Java 45363, Indonesia. | - |
dc.description.notes | bertho@unpad.ac.id; budi.nurani@unpad.ac.id; y.andriyana@unpad.ac.id; | - |
dc.description.notes | anneleen.verhasselt@uhasselt.be | - |
local.publisher.place | UNIT 1, 1/F, 37-39 HUNG TO RD, HONG KONG, 00000, HONG KONG | - |
local.type.refereed | Refereed | - |
local.type.specified | Review | - |
local.bibliographicCitation.artnr | EL_30_4_36 | - |
dc.identifier.isi | 000890853700013 | - |
local.provider.type | wosris | - |
local.description.affiliation | [Tantular, B.] Univ Padjadjaran, Dept Math, Java 45363, Indonesia. | - |
local.description.affiliation | [Ruchjana, B. N.] Univ Padjadjaran, Stat, Java 45363, Indonesia. | - |
local.description.affiliation | [Andriyana, Y.] Univ Padjadjaran, Dept Stat, Java 45363, Indonesia. | - |
local.description.affiliation | [Verhasselt, A.] Hasselt Univ, Stat, Martelarenlaan 42, BE-3500 Hasselt, Belgium. | - |
local.uhasselt.international | yes | - |
item.fullcitation | Tantular, B.; Ruchjana, B. N.; ANDRIYANA, Yudhie & VERHASSELT, Anneleen (2022) A Systematic Review of Quantile Regression in Varying Coefficient Models for Longitudinal Data. In: Engineering Letters, 30 (4) (Art N° EL_30_4_36). | - |
item.fulltext | With Fulltext | - |
item.validation | vabb 2024 | - |
item.contributor | Tantular, B. | - |
item.contributor | Ruchjana, B. N. | - |
item.contributor | ANDRIYANA, Yudhie | - |
item.contributor | VERHASSELT, Anneleen | - |
item.accessRights | Restricted Access | - |
crisitem.journal.issn | 1816-093X | - |
crisitem.journal.eissn | 1816-0948 | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
A Systematic Review of Quantile Regression in Varying Coefficient Models for Longitudinal Data.pdf Restricted Access | Published version | 1.76 MB | Adobe PDF | View/Open Request a copy |
A systematic review.pdf Restricted Access | Peer-reviewed author version | 1.42 MB | Adobe PDF | View/Open Request a copy |
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