Finding the formula for the expected value for an event with multiple trials and conditional probability

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(Sorry if the question is badly titled, I had a hard time to find a concise yet correct way of expressing the situation I'm in)

Hello,

Let's say I have a game in which I must roll a value between 1 and 100 (inclusive). If I roll 75 or less, I have a gain of 25; and I roll again the value with the same threshold to win the gain. I can go up to 3 rolls for a total maximum gain of 75. If I roll more than 75, I gain nothing more (but I keep what I earned with the precedent rolls) and can't roll anymore. Each roll is equally probable

I would like to compute the expected value of such a game, and my problem is that I have the method of doing this manually, but not the formula

In this game, there are 4 outcomes possibles

1st roll 2nd roll 3rd roll
S S S
S S F
S F F
F F F

For each roll, probabilities are as the following

1st roll 2nd roll 3rd roll P(outcome)
75% 75% 75% 42%
75% 75% 25% 14%
75% 25% 100% 19%
25% 100% 100% 25%

I assumed that, since you can't roll again if you fail, we could say that your subsequent probability of failing for the next roll is 100%

Since I have the probability and the gain of every outcome, I can thus compute the expected value, which should be (I if made no mistake), about 43.36 ($\frac{P(outcome_1)\times75 + P(outcome_2)\times50 + P(outcome_3)\times25 + P(outcome_4)\times0}{\sum_{i=1}^nP(outcome_n)}$)

With all that said, what I would like is to find the formula allowing me to compute the expected value from the initial data, rather than having to pass through all theses intermediate steps

Thanks, Meta

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Let $p = 3/4, q = 1 - p.$

Chance of return of $0 = q.$

Chance of return of $25 = pq.$

Chance of return of $50 = p^2q.$

Chance of return of $75 = p^3.$

Overall computation is

$$q(0 + 25p + 50p^2) + 75p^3.$$