Conditional Average Treatment Effect (CATE) on temperature in sea surface temperature in El Niño region 1-2 (SST12), for the three scenarios analyzed in the study: (a) Neutral vs. La Niña, (b) Neutral vs. El Niño, (c) El Niño vs. La Niña.

Conditional Average Treatment Effect (CATE) on temperature in sea surface temperature in El Niño region 1-2 (SST12), for the three scenarios analyzed in the study: (a) Neutral vs. La Niña, (b) Neutral vs. El Niño, (c) El Niño vs. La Niña.

<p>The blue line represents the average effect, and the blue shaded area corresponds to the 95% CI. The dotted red line represents the effect equal to zero.</p>

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Chi tiết về thư mục
Tác giả chính:	Juan David Gutiérrez (6511763) (author)
Tác giả khác:	Juan Wilches-Vega (22574560) (author), Fabián Galvis-Serrano (22574563) (author), Holver Parada-Jurado (22574566) (author), Javier Cortes-Ramírez (22574569) (author)
Được phát hành:	2025
Những chủ đề:	Biotechnology Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified zoonotic disease prevalent refutation tests indicated ecological longitudinal design driven disease risks doubly robust estimation 041 &# 8211 015 &# 8211 tropical regions influenced results showed 10 causal machine learning average treatment effect xlink "> leptospirosis driven leptospirosis patterns excess leptospirosis cases colombia </ p scenarios neutral vs leptospirosis cases three scenarios significant effect comparison showed causal relationship amazon regions neutral vs confirmed cases 629 cases study examines southern oscillation soil moisture socioeconomic data remote sensing remaining bias regional variations probably due pacific ocean overlap weighting national trends municipal level inverse hydro highest incidence findings highlight environmental data del guaviare complex interplay colombian coast climatic responses climatic factors analyzed laboratory 008 ),
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