Let count the red balls among the added balls. By independence of random variables, has a binomial distribution with parameters . The total red count is , and the box has balls. Conditional on , sampling without replacement giveswhere denote red first and second draws. Averaging these conditional probabilities and taking their ratio givesThe binomial distribution moments give and . ConsequentlyTherefore the red-ball prediction with one certain red ball isIt reduces to at and approaches as the number of randomly coloured extra balls grows. Taking an unweighted average of the remaining red fractions would miss the change in weights caused by taking a conditional probability given the first red draw.
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