1. A method of decoding coefficients in a video decoding process, the method comprising: determining statistics of coefficient levels for previously decoded coefficients of residual video data; determining an initial value of a Rice parameter for a current coefficient group in a transform block of the residual video data based on the statistics; and decoding a remaining absolute value of a coefficient level for at least one coefficient in the current coefficient group using codes defined by the Rice parameter.