Fig. 5: Scatter plots of Shapley values versus precipitation (A) and area (B), and box plots of the treatment effects obtained with causal forests (C, D). | Nature Communications

Fig. 5: Scatter plots of Shapley values versus precipitation (A) and area (B), and box plots of the treatment effects obtained with causal forests (C, D).

From: Exploring interactions between socioeconomic context and natural hazards on human population displacement

Fig. 5: Scatter plots of Shapley values versus precipitation (A) and area (B), and box plots of the treatment effects obtained with causal forests (C, D).

In the upper plots (A, B), the color scale is given by the value of the Absolute Wealth Index (AWI). The blue and red curves are smoothed averages of the Shapley values for instances having AWI < 650 US dollars and AWI > 650 US dollars, respectively. In the bottom graphs (C, D), we show the distribution (median and spread) of the causal relationship between the target (i.e., NDP) and each of the covariates considered one by one as treatments.

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