For now, residential-property prices are likely to keep rising
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Residential-property prices are likely to keep rising due to a combination of economic indicators & market fundamentals, including GDP growth, interest rates, & home price-to-rent & price-to-income ratios.
“… system relies on three types of data. First come economic figures such as gdp growth and interest rates. Next are market fundamentals, like the ratios of home prices to rents and incomes. Last come historical prices, to take into account momentum and mean reversion. The impact of each of these variables often depends on the others. To combine them, we used a machine-learning algorithm called a random forest. This method creates a “forest” of “decision trees”, each containing a series of yes/no choices such as “Has gdp been rising?” or “Are price-to-rent ratios below the long-run average?”, and averages the output of each tree. The model fares well in back-testing. On average, its forecasts with 18 months’ lead time came within three percentage points of actual yearly price changes. These errors are larger during booms or busts—but still small enough for the model to be useful.…”
Economist Staff, " For now, residential-property prices are likely to keep rising,"The Economist, June 29, 2019, https://www.economist.com/graphic-detail/2019/06/29/for-now-residential-property-prices-are-likely-to-keep-rising























