Read the below paragraph and write your opinion of about 125 words with intext citations and references.
I found the tool called Weibull distribution to be relatively more useful as it is more versatile for different cases. For example, the given time period of the modeling is during different machine running states, like the early-failure period, useful-life period, or wear-out period, the failure rate may be substantially different, which may impact the shape of the reliability model.
For the Weibull distribution, the first step to building this model is to find the best fit for the different shapes of the Weibull distribution, controlled by the variable called shape parameter. Next, we will need to figure out the scale parameter to stretch the right scale that fits the best for the data. Finally, the equation is ready to use within a given time and outputs the probability that the product would still perform successfully.