Johansen Cointegration Test Results for Urban Energy and Economy

5.5 KB of econometric test results in an XLS file, authored by Lei Xie and last updated on May 4, 2026. The dataset contains results from a study analyzing the dynamic correlation between urban economic expansion and energy consumption using a vector autoregressive model enhanced with differential evolution algorithms. It explores Granger causality among urbanization, economic growth, energy consumption, and environmental quality.

Use Cases

• Test for cointegration between energy consumption and economic growth based on the Johansen test results.
• Analyze Granger causality among urbanization, economic growth, and environmental quality as described in the study.
• Model the fluctuating impact of energy consumption on environmental quality (0.2 to 0.4) and economic growth (rising to 0.4).
• Validate vector autoregressive models enhanced with differential evolution algorithms for economic-energy analysis.

Strengths

• Dataset is licensed under CC-BY-4.0, permitting broad reuse.
• File size is 5.5 KB, indicating a compact and focused set of results.
• Description provides specific impact ranges, such as energy consumption's effect on environmental quality fluctuating from 0.2 to 0.4.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Likely generated from econometric analysis integrating heteroskedasticity and differential evolution algorithms into a vector autoregressive model.

Time Range

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Freshness

Last updated 2026-05-04 17:41:27; freshness should be verified.

Geography

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