The Marginbeta
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Daily Weather Picks

EMOS ensemble · Kalshi gap · 15-min refresh

Our EMOS ensemble against the de-vigged market consensus across the Kalshi temperature markets. When the bucket model peaks in a different place than the book — and we have a calibrated sigma — that's an edge candidate. Bands update live every fifteen minutes — the underlying forecasts only refresh every six hours.
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