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(a) Given that $X \\sim Geo(\\var{p1})$. Find,
\n(i) $P(X=\\var{r1})$
\nAnswer: [[0]]
\n(ii) $P(X=\\var{r2})$
\nAnswer: [[1]]
\n(iii) $P(X=\\var{r3})$
\nAnswer: [[2]]
\n(b) Given that $X \\sim Geo(\\var{p2})$. Find,
\n(i) $P(X>\\var{r4})$
\nAnswer:[[3]]
\n(ii) $P(X\\leq\\var{r5})$
\nAnswer:[[4]]
\n(iii) $P(X<\\var{r6})$
\nAnswer:[[5]]
\n(iv) $P(X\\geq\\var{r7})$
\nAnswer:[[6]]
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Let X be the r.v. “No. of packets bought to get a gift”. Calculate the probability of first getting a gift after buying,
\n(i) exactly {n1} packets.
\nAnswer: [[0]]
\n(ii) at most {n2} packets.
\nAnswer: [[1]]
\n(iii) at least {n3} packets.
\nAnswer:[[2]]
\n(iv) at most {n4} packets.
\nAnswer:[[3]]
\n\n(b) 25% of new drivers have passed their driving test 1st time. Let X be the r.v. \"No. of tests until a student passes\". Calculate the probability of a student passing,
\n(i) on their {n5}th attempt.
\nAnswer:[[4]]
\n(ii) in no more than {n6} attempts.
\nAnswer:[[5]]
\n(iii) in at least {n7} attempts.
\nAnswer:[[6]]
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"minValue": "{Ans10}", "marks": "2", "customMarkingAlgorithm": "", "notationStyles": ["plain", "en", "si-en"], "showCorrectAnswer": true, "type": "numberentry", "precisionMessage": "You have not given your answer to the correct precision.", "precisionType": "dp", "precision": "4", "correctAnswerFraction": false, "extendBaseMarkingAlgorithm": true, "precisionPartialCredit": 0}, {"mustBeReducedPC": 0, "mustBeReduced": false, "maxValue": "{Ans11}", "customName": "", "showPrecisionHint": true, "scripts": {}, "showFeedbackIcon": true, "strictPrecision": false, "variableReplacementStrategy": "originalfirst", "unitTests": [], "useCustomName": false, "allowFractions": false, "variableReplacements": [], "correctAnswerStyle": "plain", "adaptiveMarkingPenalty": 0, "minValue": "{Ans11}", "marks": "2", "customMarkingAlgorithm": "", "notationStyles": ["plain", "en", "si-en"], "showCorrectAnswer": true, "type": "numberentry", "precisionMessage": "You have not given your answer to the correct 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Let X be the r.v. \"No. of rolls before the double six appeared\". Find,
\n(i) $P(X ≥ \\var{n8})$
\nAnswer:[[0]]
\n(ii) $E(X)$
\nAnswer:[[1]]
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"}, "Ans10": {"templateType": "anything", "definition": "1-geometriccdf(n3-1,p3)", "name": "Ans10", "group": "Question 2", "description": ""}, "n4": {"templateType": "randrange", "definition": "random(8 .. 10#1)", "name": "n4", "group": "Question 2", "description": ""}, "Ans6": {"templateType": "anything", "definition": "geometriccdf(r6-1,p2)", "name": "Ans6", "group": "Question 1", "description": ""}, "n3": {"templateType": "randrange", "definition": "random(6 .. 7#1)", "name": "n3", "group": "Question 2", "description": ""}, "Ans5": {"templateType": "anything", "definition": "geometriccdf(r5,p2)", "name": "Ans5", "group": "Question 1", "description": ""}, "n1": {"templateType": "randrange", "definition": "random(4 .. 5#1)", "name": "n1", "group": "Question 2", "description": ""}, "j6": {"templateType": "anything", "definition": "r7-1", "name": "j6", "group": "Question 1", "description": ""}, "n7": {"templateType": "randrange", "definition": "random(3 .. 4#1)", "name": "n7", "group": "Question 2", "description": ""}, "j4": {"templateType": "anything", "definition": "n7-1", "name": "j4", "group": "Question 2", "description": ""}, "Ans4": {"templateType": "anything", "definition": "1-geometriccdf(r4,p2)", "name": "Ans4", "group": "Question 1", "description": ""}, "j3": {"templateType": "anything", "definition": "n3-1", "name": "j3", "group": "Question 2", "description": ""}, "r1": {"templateType": "randrange", "definition": "random(2 .. 4#1)", "name": "r1", "group": "Question 1", "description": ""}, "p3": {"templateType": "anything", "definition": "1/q", "name": "p3", "group": "Question 2", "description": ""}, "Ans13": {"templateType": "anything", "definition": "geometriccdf(n6,p4)", "name": "Ans13", "group": "Question 2", "description": ""}, "n5": {"templateType": "randrange", "definition": "random(4 .. 5#1)", "name": "n5", "group": "Question 2", "description": ""}, "r5": {"templateType": "number", "definition": "3", "name": "r5", "group": "Question 1", "description": ""}, "Ans8": {"templateType": "anything", "definition": "geometricpdf(n1,p3)", "name": "Ans8", "group": "Question 2", "description": ""}, "n2": {"templateType": "randrange", "definition": "random(2 .. 3#1)", "name": "n2", "group": "Question 2", "description": ""}, "Ans16": {"templateType": "anything", "definition": "1/p5", "name": "Ans16", "group": "Question 3", "description": ""}, "n8": {"templateType": "randrange", "definition": "random(10 .. 15#1)", "name": "n8", "group": "Question 3", "description": ""}, "Ans11": {"templateType": "anything", "definition": "geometriccdf(n4,p3)", "name": "Ans11", "group": "Question 2", "description": ""}, "q": {"templateType": "randrange", "definition": "random(4 .. 6#1)", "name": "q", "group": "Question 2", "description": ""}, "j1": {"templateType": "anything", "definition": "r6-1", "name": "j1", "group": "Question 1", "description": ""}, "n6": {"templateType": "randrange", "definition": "random(6 .. 7#1)", "name": "n6", "group": "Question 2", "description": ""}, "r4": {"templateType": "number", "definition": "2", "name": "r4", "group": "Question 1", "description": ""}}, "statement": "This quiz tests the calculations for Geometric probabilities. Before you start you may wish to note down the probability mass function and cumulative density function formulae to help answer the questions.
", "functions": {}, "name": "Geometric Distribution", "metadata": {"description": "", "licence": "None specified"}, "advice": "Here are some tips on how to set out your work, as well as how to complete the questions. None of the answers given below have been rounded to what the question states.
\nQuestion 1
\n1a: $X\\sim Geo(\\var{P1})$
\n(i) $P(X= x)=p(1-p)^{x-1} \\rightarrow P(X=\\var{r1}) = \\var{p1}(1-\\var{p1})^{\\var{r1}-1} = \\var{Ans1}$
\n(ii) $P(X= x)=p(1-p)^{x-1} \\rightarrow P(X=\\var{r2}) = \\var{p1}(1-\\var{p1})^{\\var{r2}-1} = \\var{Ans2}$
\n(iii) $P(X= x)=p(1-p)^{x-1} \\rightarrow P(X=\\var{r3}) = \\var{p1}(1-\\var{p1})^{\\var{r3}-1} = \\var{Ans3}$
\n\n
1b: $X\\sim Geo(\\var{P2})$
\n(i) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X>\\var{r4}) = 1-P(X\\leq\\var{r4}) = 1-(1-(1-\\var{p2})^{\\var{r4}})=\\var{Ans4}$
\n(ii) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X\\leq\\var{r5}) = 1-(1-\\var{p2})^{\\var{r5}}=\\var{Ans5}$
\n(iii) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X<\\var{r6}) = P(X\\leq \\var{r6}-1)= P(X\\leq \\var{j1})= 1-(1-\\var{p2})^\\var{j1}=\\var{Ans6}$
\n(iv) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X\\geq\\var{r7}) =1-P(X\\leq \\var{j6}) =1-(1-(1-p)^\\var{j6})=\\var{Ans7}$
\n\nQuestion 2
\n2a: $ X\\sim Geo(\\var{P3})$
\n(i) $P(X= x)=p(1-p)^{x-1} \\rightarrow P(X=\\var{n1}) = \\frac{1}{\\var{q}}(1-\\frac{1}{\\var{q}})^{\\var{n1}-1} = \\var{Ans8}$
\n(ii) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X=\\var{n2})= 1-(1-\\frac{1}{\\var{q}})^{\\var{n2}-1} = \\var{Ans9}$
\n(iii) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X\\geq \\var{n3}) = 1-P(X\\leq \\var{n3}-1) = 1-P(X\\leq\\var{j3}) = 1-(1-(1-p)^\\var{j3})=\\var{Ans10}$
\n(iv) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X\\leq \\var{n4}) = 1-(1-p)^\\var{n4}=\\var{Ans11}$
\n\n2b: $ X\\sim Geo(\\var{P4})$
\n(i) $P(X= x)=p(1-p)^{x-1} \\rightarrow P(X=\\var{n5}) = \\var{p4}(1-\\var{p4})^{\\var{n5}-1} = \\var{Ans12}$
\n(ii) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X\\leq \\var{n6}) = 1-(1-\\var{p4})^{\\var{n6}} = \\var{Ans13}$
\n(iii) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X\\geq \\var{n7}) = 1-P(X\\leq\\var{n7}-1)=1-P(X\\leq \\var{j4})=1-(1-(1-\\var{p4})^\\var{j4}) = \\var{Ans14}$
\n\nQuestion 3
\n3a: $X\\sim Geo(\\var{p5})$
\n(i) $P(X\\leq x)=1-(1-p)^{\\mid x\\mid} \\rightarrow P(X\\geq \\var{n8}) = 1-P(X\\leq\\var{n8}-1)=1-P(X\\leq \\var{j5})=1-(1-(1-\\var{p5})^{\\var{j5}}) = \\var{Ans15}$
\n(ii) $E(X)=\\frac{1}{p} =\\frac{1}{\\frac{1}{\\var{f1}}} = \\var{Ans16}$
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