Method evidence record
Panel AR model
The Panel AR model extends the classical univariate autoregressive model to panel data, capturing how each unit's own past values predict its current value while controlling for unobserved individual heterogeneity through fixed or random effects. It is foundational for modelling dynamic persistence in micro or macro panel datasets.
Evidence statusSources recorded, not reviewedBibliographic sources are present. Claim-level evidence review has not been performed.
Source record
Recorded
Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.
Panel Autoregressive Model
Taxonomic method recordregression-modeleconometrics
Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. · ISBN 978-0521522717
Arellano, M. (2003). Panel Data Econometrics. Oxford University Press. · ISBN 978-0199245284
Open full method2 recorded citations, copied from the method source record.
Curated claims
Assessed
Claims persisted in the evidence ledger, each with its own assessment.
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Related methods
Suggested5
Generated from the method graph and shown as machine-suggested relations. No evidence claim is inferred.
- Taxonomic bucketArellano-Bond GMM estimator
machine-suggestedRelational suggestion, not evidence.
- Taxonomic bucketFixed Effects Model
machine-suggestedRelational suggestion, not evidence.
- Taxonomic bucketPanel ARIMA model
machine-suggestedRelational suggestion, not evidence.
- Taxonomic bucketPanel ARMA model
machine-suggestedRelational suggestion, not evidence.
- Taxonomic bucketPanel Dynamic Panel Data Model
machine-suggestedRelational suggestion, not evidence.