Can children transmit the new coronavirus to other people?

Over the last few weeks, there have been conflicting news reports about the ability of children to transmit the new coronavirus. 
This is in part understandable, as the knowledge we have about the new coronavirus and the illness it causes (Covid-19) is still rapidly developing, and not all studies that are being done reach the same conclusions.