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accepted approximation assumed binomial distribution bivariate random variable Chapter components confidence interval confidence limits consider continuous random variable control limits customers degrees of freedom density function discrete random variables distributed random variable distribution function distribution with parameter ensemble equation error event EXAMPLE experiment exponentially distributed f-distribution failure law failure rate function Find the pdf fx(x given hypotheses H0 independent random variables integral joint pdf large numbers level of significance linear maximum likelihood estimate mean and variance Neyman-Pearson lemma normal pdf normal random variable normally distributed normally distributed random number of defectives obtained OC curve outcome pdf's Poisson distribution Poisson process Poisson random variable population probability distribution problem queue random sample regression reject H0 sample mean sample space server shown in Figure simple theorem Type uniformly distributed variable with mean variable with parameter variance a2 zero