The nature of the paramagnetic-insulator-to-ferromagnetic-metal transition
and the associated colossal magnetoresistance (CMR) in doped manganites is
re-investigated on the basis of the double-exchange model by using a Monte
Carlo technique. We calculate the temperature dependence of the magnetic su
sceptibility and resistivity by taking account of the magnetic fluctuation
together with the long-range hopping correlation. The results show Curie-We
iss behaviour of the susceptibility, consistent with a sharp peak in the re
sistivity near the Curie temperature T-c. The estimated value of T-c and th
e magnitude of the CMR in the magnetic field are in good agreement with exp
eriments. Our results clearly demonstrate the importance of the magnetic fl
uctuation and the long-range hopping correlation in the CMR manganites.