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The paper proposes a multivariate approach to unsmoothing the valuation‐based property return indices, utilising information embedded in other variables implied by their underlying economic relationship and cointegration relationship. The approach is then applied to the UK property return indices, and smoothing in the indices is detected and corrected.

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