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Research Article

The comparison of the hedonic, repeat sales, and hybrid models: Evidence from the Chinese paintings market

& | (Reviewing Editor)
Article: 1443372 | Received 08 Sep 2017, Accepted 15 Feb 2018, Published online: 02 Mar 2018

Figures & data

Table 1. Descriptive statistics

Table 2. Empirical results

Table 3. Mean squared error (MSE) of the three models

Figure 1. The MSEs of the hedonic, hybrid and repeat sales models based on an out-of-sample forecast at both semiannual and annual time frequencies.

Note: The red line and the blue line represent the forecast value and the standard error, respectively.
Figure 1. The MSEs of the hedonic, hybrid and repeat sales models based on an out-of-sample forecast at both semiannual and annual time frequencies.

Table 4. Correlations between actual and predicted values of various models

Table 5. Annual and semiannual prices indexes

Figure 2. Annual and semiannual hedonic, repeat sales and hybrid price indexes of Qi Baishi during the period from 2000 to 2016.

Figure 2. Annual and semiannual hedonic, repeat sales and hybrid price indexes of Qi Baishi during the period from 2000 to 2016.

Figure 3. Semiannual and annual comparisons of model uncertainty.

Figure 3. Semiannual and annual comparisons of model uncertainty.

Table 6. Annual and semiannual returns