A Practitioner's Guide to Panel Data Quantile Regression

A 710.8 KB guide authored by Antonio F. Galvao, offering practical recommendations for applied researchers on estimation and inference for panel quantile models. The guide, last updated on 2026-04-27, is available in PDF, BST, BIB, and TEX formats and is licensed under CC-BY-4.0. It addresses implementation challenges and illustrates existing approaches for econometricians and statisticians.

Use Cases

• Implementing panel quantile regression models based on the practical recommendations described.
• Navigating estimation challenges for panel data based on the guide's discussion of identification and inference.
• Applying statistical inference techniques for quantile models based on the guide's illustrations of existing approaches.

Strengths

• Licensed under the permissive CC-BY-4.0, allowing for broad reuse.
• Authored by a named individual (Antonio F. Galvao), providing clear attribution.
• Last updated on 2026-04-27, indicating recent maintenance.

Limitations

• The 710.8 KB size suggests limited scope, primarily a methodological guide rather than a large dataset.
• Column-level documentation is absent; the content's structure must be inferred after download.
• Row count is unknown, which may limit suitability assessment for those seeking tabular data.

Provenance

Source

figshare

Collection Method

Authored and uploaded by the researcher.

Time Range

Publication date implied by the 2026-04-27 update.

Freshness

Last updated 2026-04-27 16:02:28; freshness should be verified.

Geography

Global (methodological guide, no specific geography).