Journal of Big Data

Table 5 Comparison of distributional prediction performance

From: A mass-market appraisal of the English housing rental market using a diverse range of modelling techniques

Scale	Log transformed			Original
Source	PBA model	Löchl [59]	Fuss and Koller [25]	PBA Model	McCord, Davis [30]
Location	15 km and 12 months	Table 9, SARerr	Table 4/C, STAR	15 km and 12 months
Testing data	1 month ahead	In sample	1 day ahead	1 month ahead	In sample
≤ 2%	54.69	72.65		15.1	13.3
≤ 5%	83.39	98.02	37.4	32.2	33.7
≤ 8%	91.85	99.93
≤ 10%	94.42		64.8	53.3	60.9
≤ 15%	97.38		80.9	66.9	79.3
≤ 20%	98.66		89.3

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