It went through various functional definition phases and many changes to try to implement all the residual needs for the ISS.
For example, to reconstruct the high bit-depth frames, we can use the following components: HBD_I, HBD_Motion_Info, and HBD_P, which represent, respectively, the information needed to reconstruct the high bit-depth I-frame, related motion information of P-frame, and the residual needed to reconstruct the P-frame.
If as the studios become able to make more money on the Internet, those residuals need to increase, although the Internet's economics are unlikely to ever support the lucrative level of prime-time network residuals, which can range from approximately $800 to $3,200.
Variances need to be recomputed at this point (omitting any extreme outliers); residuals need to be reexamined for definable patterns; and especially if the model is complicated, the significant terms can be investigated further individually using statistical tests.
Also, because of the DOF, the minimization of model residuals needs to be done only over a subset of parameters that are associated with the flux degrees of freedom, resulting in much reduced parameter search space and correspondingly much faster convergence to the (global) optimal solution.
In the case of fibrosis/necrosis, no further action needs to be taken but those with residual disease need further treatment, usually surgical removal early on.
Most previous methods, such as the expected value and expected residual minimization, need the probability distribution information of the stochastic variables.
The H.264/AVC standard defines a macroblock coding mode applied when no additional motion and residual information need to be transmitted in the bitstream.
However, in order to obtain a model that is equivalent to an item response model (i.e., probit model or graded response model), the residual variances need to be fixed to unity (see Eid 1996; Samejima 1969; Takane and de Leeuw 1987).
