Considering his retreat began in the middle of October, why is Napoleon's failed invasion of Russia so frequently attributed to the harsh Russian winter?

by [deleted]

Granted that the retreat was significantly hindered by weather, but does weather really play that much of a factor when it comes to his initial defeat at Moscow?

If winter isn't the primary reason for Napoleon's failed invasion, what would be the most accurate reason for defeat?

Searocksandtrees