1.1 (10 points): Match the entry in the "Description" column with the best option from those listed below. Select only 1 of the options and enter the letter code (a, b, ....) in the "Best Characterization" column. Characteristic a. Best Characterization a. EWMA chart b. T test c. Repeatability d. Type lerror e. Six sigma approach f. Linearity g. Material flow balance h. Little's law i. Type 2 error Producer risk and is associated with false alarms especially false positive signal j. Deming cycle j. i. b. Variation that occurs when a person uses a gage to measure the same part repeatedly with the same measurement tool c. Accuracy of a measurement system analysis that reflects influence of part size on bias. f. d. The average number of items within a system is equal to the average arrival rate of items into and out of the system multiplied by the average amount of time an item spends in the system e. This is a continuous loop of planning, doing, checking (or studying), and acting. It provides a simple and effective approach for solving problems and managing change The practice that allows you to track flows of inputs/materials throughout a process and is integral to cost and yield g. This occurs when it is concluded from a quality control charts that a process is in control, when it really out of control- a false alarm h. A type of chart that can be used for both discrete and continuous variables A set of quality management techniques designed to improve quality (and yield) by reducing the likelihood of error. It is a data-driven approach that uses a statistical methodology for eliminating defects. An inference approach that is used to test Cpk values (for instance) when true process standard deviation is not known and estimated