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1 year ago in Applied Physics , Statistical Mechanics By Radhey Shyam

What are real-life examples of inverse sampling?

In designing a reliability study, I'm considering using inverse sampling instead of binomial sampling. I understand the theory sampling until a predefined number of events occurs but I'm looking for validated, practical examples from industry or research to justify its use to my collaborators.

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By Riya N Answered 1 year ago

In my consulting work, I’ve recommended inverse sampling in specific, high-stakes scenarios. A classic example is in military or aerospace reliability testing: you test components until you observe, say, three failures. This directly estimates the failure rate. It's also used in epidemiology for studying rare diseases you sample until you find a set number of cases. This method is efficient when the event of interest is rare or costly to measure, as it guarantees a precise estimate of the proportion without predetermining an often inefficiently large sample size.

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What are real-life examples of inverse sampling?

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