A shape parameter is a numerical value that influences the form of a probability distribution, particularly in the context of failure time distributions. It helps define the characteristics such as skewness, kurtosis, and tail behavior of the distribution, ultimately affecting the reliability and life expectancy of products or systems. By altering the shape parameter, one can model different failure rates and patterns, making it a critical aspect in analyzing time until an event occurs.
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