Version 10.4 of the Unscrambler X now includes Design-Expert from Stat-Ease, replacing the previous Design of Experiments (DOE) module. New methods include Moving Block Methods and Statistical Process Control for trending of process data, Piecewise Direct Standardisation for calibration transfer, improved plotting tools, a number of changes to PCA/PCR/PLSR analysis dialogues and more flexible usage of outlier statistics.