1. Identity statement | |
Reference Type | Journal Article |
Site | mtc-m21b.sid.inpe.br |
Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identifier | 8JMKD3MGP3W34P/3NNKJJS |
Repository | sid.inpe.br/mtc-m21b/2017/04.19.13.43 (restricted access) |
Last Update | 2017:04.19.13.43.55 (UTC) administrator |
Metadata Repository | sid.inpe.br/mtc-m21b/2017/04.19.13.43.55 |
Metadata Last Update | 2018:06.04.02.27.24 (UTC) administrator |
DOI | 10.3390/e19040150 |
ISSN | 1099-4300 |
Citation Key | RamosMaca:2017:MiSaSi |
Title | Minimum sample size for reliable causal inference using transfer entropy |
Year | 2017 |
Access Date | 2024, July 27 |
Type of Work | journal article |
Secondary Type | PRE PI |
Number of Files | 1 |
Size | 699 KiB |
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2. Context | |
Author | 1 Ramos, Antônio Mário de Torres 2 Macau, Elbert Einstein Nehrer |
Resume Identifier | 1 2 8JMKD3MGP5W/3C9JGUT |
Group | 1 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR 2 LABAC-COCTE-INPE-MCTIC-GOV-BR |
Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) |
Author e-Mail Address | 1 antonio.ramos@inpe.br 2 elbert.macau@inpe.br |
Journal | Entropy |
Volume | 19 |
Number | 4 |
History (UTC) | 2017-04-19 13:44:16 :: simone -> administrator :: 2017 2018-06-04 02:27:24 :: administrator -> simone :: 2017 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Content Type | External Contribution |
Version Type | publisher |
Keywords | Bias analysis Coupled autoregressive-moving-average (ARMA) model Coupled logistic maps Multiple comparison analysis Transfer entropy |
Abstract | Transfer Entropy has been applied to experimental datasets to unveil causality between variables. In particular, its application to non-stationary systems has posed a great challenge due to restrictions on the sample size. Here, we have investigated the minimum sample size that produces a reliable causal inference. The methodology has been applied to two prototypical models: the linear model autoregressive-moving average and the non-linear logistic map. The relationship between the Transfer Entropy value and the sample size has been systematically examined. Additionally, we have shown the dependence of the reliable sample size and the strength of coupling between the variables. Our methodology offers a realistic lower bound for the sample size to produce a reliable outcome. © 2017 by the authors. |
Area | COMP |
Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Minimum sample size... |
Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Minimum sample size... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
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4. Conditions of access and use | |
Language | en |
Target File | ramos_minimum.pdf |
User Group | simone |
Reader Group | administrator simone |
Visibility | shown |
Read Permission | deny from all and allow from 150.163 |
Update Permission | not transferred |
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5. Allied materials | |
Next Higher Units | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3F2PHGS |
Citing Item List | sid.inpe.br/bibdigital/2013/10.12.22.16 15 sid.inpe.br/mtc-m21/2012/07.13.14.45.07 5 sid.inpe.br/bibdigital/2013/09.22.23.14 4 |
Dissemination | WEBSCI; SCOPUS. |
Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 |
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6. Notes | |
Empty Fields | alternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository month nextedition notes orcid pages parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url |
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7. Description control | |
e-Mail (login) | simone |
update | |
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