A single large player manipulated the price of bitcoin as it ran up to a peak of nearly $20,000 two years ago, a new study concludes.

The study reviewed the period between March 2017 and March 2018, when the price of bitcoin soared and its total market value rose to $326 billion. About half of that increase was due to the influence of a manipulation scheme, according to the study’s authors.

They...