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Time-varying parameter random effects model/Evidence
Method evidence record

Time-varying parameter random effects model

The time-varying parameter random effects model extends the classic random effects panel framework by allowing regression coefficients to change over time and across units. Rather than imposing a single fixed slope for all individuals and periods, each coefficient is treated as a random draw that evolves, capturing genuine parameter instability while preserving the random effects assumption that unit-specific components are uncorrelated with the regressors.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Time-Varying Parameter Random Effects Model
Taxonomic method record · regression-model / econometrics
  • Swamy, P. A. V. B. (1970). Efficient inference in a random coefficient regression model. Econometrica, 38(2), 311–323. · DOI 10.2307/1913012
  • Hsiao, C. (1975). Some estimation methods for a random coefficient model. Econometrica, 43(2), 305–325. · DOI 10.2307/1913588
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketBayesian Random Effects Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketFixed Effects Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Random Effects Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTime-varying parameter fixed effects modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTime-varying Parameter Panel Data Analysismachine-suggested · Relational suggestion, not evidence.

Evidence status

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Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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