Cointegration of real estate stocks and REITs with common stocks, bonds and consumer price inflation: an international comparison
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Bibliographic record
Abstract
This paper analyses the performance of real estate securities and their relationship to other asset classes as well as to consumer price inflation in an international comparison over the period from 1990 to 2004. The analysis focuses on the long run relationships, applying three different cointegration tests. It covers the US, Canada, Australia, Japan, the Netherlands, Belgium, France and Germany. Results show that real estate securities in most countries had a high performance in nominal and real terms. The average performance over the whole period (1990 – 2004) has been particularly high in capital market oriented countries in the sample (US, Australia), and also in France. Real estate securities have outperformed bond markets on a risk adjusted basis only in the US and in Australia, while an outperformance of stock markets can be observed also in Japan and France. Particularly in the period 2001 to 2004 real estate security market have soared in most countries with the notable exception of Germany. In general, real estate securities seem to represent an asset class distinct from bonds and stocks in most countries. In the long run they seem provide a potential for further diversification of asset portfolios. Additionally, real estate stocks provide a (weak) hedge against consumer price inflation in almost every country.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it