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US winter storms will lead to 750,000 claims and $18bn insured loss
Cat modelling chief Karen Clark says similar events could reasonably occur in future
KCC uses weather prediction techniques in US winter storm model
Winter storms cause nearly $3bn of insured losses in the US annually
Hurricane Zeta: loss estimates from KCC, AIR, CoreLogic, RMS
Catastrophe modellers predict up to $5.5bn in insured losses
AIR Worldwide forecasts up to $3bn insured losses from hurricane Delta
Damage exacerbated due to Delta following hurricane Laura
RMS estimates up to $3.5bn insured cost from Sally
Hurricane Sally came with stronger winds than expected, weakened quickly but was slow-moving, says RMS
Hurricane Sally insured losses could hit $3bn
Latest estimates from AIR Worldwide and Karen Clark & Company
KCC warns hurricane Isaias insured losses will top $4bn
Isaias struck parts of the US and the Caribbean earlier this month
KCC pegs Hanna insured losses at $350m
Hanna made landfall with winds reaching 90mph across Texas on 25 July
Cristobal to cost insurers $150m
Covid-19 makes reconstruction more difficult, KCC said
Catastrophe risk modelling: platforms and models update
InsuranceERM's round-up of developments at model vendors and platform providers AIR Worldwide, Impact Forecasting, Oasis LMF, RMS, Guy Carpenter, WTW, JBA, Nasdaq, KCC, ARA, Combus, CoreLogic, ERN and Fathom