QUESTION IMAGE
Question
- zach’s teammate, taylor, is the quarterback for the football team. she can complete 65% of her passes. for the following table, fill in the missing pieces.
| situation | probability notation | formula | value |
|---|---|---|---|
| what is the probability that it takes taylor | $p(x < 3)$ | ||
| $(0.35)^4(0.65)$ | |||
| $1 - (p(x = 1) + p(x = 2) + p(x = 3) + p(x = 4) + p(x = 5))$ |
Step1: Determine the formula for \(P(X = k)\)
For a geometric distribution, the formula is \(P(X=k)=(1 - p)^{k}p\), where \(p = 0.65\) (probability of success - a completed pass) and \(1-p=0.35\) (probability of failure - an incomplete pass). For \(P(X = 3)\), substitute \(k = 3\) into the formula: \(P(X = 3)=(0.35)^{3}(0.65)\).
Step2: Calculate \(P(X = 3)\)
\((0.35)^{3}(0.65)=0.35\times0.35\times0.35\times0.65 = 0.02756875\approx0.0276\)
Step3: For \(P(X\lt3)\)
\(P(X\lt3)=P(X = 0)+P(X=1)+P(X = 2)\)
Using the geometric formula \(P(X=k)=(1 - p)^{k}p\):
\(P(X = 0)=(0.35)^{0}(0.65)=0.65\)
\(P(X = 1)=(0.35)^{1}(0.65)=0.2275\)
\(P(X = 2)=(0.35)^{2}(0.65)=0.35\times0.35\times0.65 = 0.079625\)
\(P(X\lt3)=0.65 + 0.2275+0.079625=0.957125\approx0.9571\)
Step4: For the formula \((0.35)^{4}(0.65)\)
The situation is "What is the probability that it takes Taylor 4 incomplete passes before she has a completion?" (since \(k = 4\) in \(P(X=k)=(1 - p)^{k}p\))
Step5: For the formula \(1-(P(X = 1)+P(X = 2)+P(X = 3)+P(X = 4)+P(X = 5))\)
The situation is "What is the probability that it takes Taylor more than 5 incomplete passes before she has a completion?" (using the complement rule \(P(X\gt n)=1 - P(X\leq n)\))
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| Situation | Probability Notation | Formula | Value |
|---|---|---|---|
| What is the probability that it takes Taylor less than 3 incomplete passes before she has a completion? | \(P(X\lt3)\) | \(P(X = 0)+P(X = 1)+P(X = 2)\) | \(0.9571\) |
| What is the probability that it takes Taylor 4 incomplete passes before she has a completion? | \(P(X = 4)\) | \((0.35)^{4}(0.65)\) | \(0.009649\) (calculated as \(0.35\times0.35\times0.35\times0.35\times0.65\)) |
| What is the probability that it takes Taylor more than 5 incomplete passes before she has a completion? | \(P(X\gt5)\) | \(1-(P(X = 1)+P(X = 2)+P(X = 3)+P(X = 4)+P(X = 5))\) | \(1-(0.2275 + 0.079625+0.02756875+0.009649+0.003377125)=0.65227\) |