/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q36E Develop a single-sample plan fo... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

Develop a single-sample plan for which \(AQL = .02\) and LTPD \( = .07\) in the case \(\alpha = .05,\beta = .10\). Once values of \(n\) and \(c\) have been determined, calculate the achieved values of \(\alpha \) and \(\beta \) for the plan.

Short Answer

Expert verified

\(\alpha = 0.487;\beta = 0.0974.\)

Step by step solution

01

Step 1:To Find the Binomial random variable

For given\(AQL\)and\(LTPD\), the ratio is

\(\frac{{LTPD}}{{AQL}} = \frac{{0.07}}{{0.02}} = 3.5.\)

The closest value is to\(3.5\)is\(3.55\), so choose\(c = 5\). For such value,\(n\)is

\(n = \frac{{n{p_1}}}{{{p_1}}} = \frac{{2.613}}{{0.02}} = 130.64 \approx 131\)

Theorem:

\(b(x;n,p) = \left\{ {\begin{aligned}{*{20}{l}}{\left( {\begin{aligned}{*{20}{l}}n\\x\end{aligned}} \right){p^x}{{(1 - p)}^{n - x}}}&{,x = 0,1,2, \ldots ,n}\\0&{,{\rm{ otherwise }}}\end{aligned}} \right.\)

Cumulative Density Function cdf of binomial random variable\(X\)with parameters\(n\)and\(p\)is

\(B(x;n,p) = P(X \le x) = \sum\limits_{y = 0}^x b (y;n,p),\;\;\;x = 0,1, \ldots ,n.\)

The value of\(\alpha \)is

\(\begin{aligned}{l}\alpha = P(X > 5{\rm{ when }}p = 0.02) = 1 - \sum\limits_{x = 0}^5 {\left( {\begin{aligned}{*{20}{c}}{131}\\x\end{aligned}} \right)} {0.2^x}{(1 - 0.2)^{131 - x}}\\ = 0.487.\end{aligned}\)

The value of\(\beta \)is

\(\begin{aligned}{l}\beta = P(X \le 5{\rm{ when }}p = 0.07) = \sum\limits_{x = 0}^5 {\left( {\begin{aligned}{*{20}{c}}{131}\\x\end{aligned}} \right)} {0.7^x}{(1 - 0.7)^{131 - x}}\\ = 0.0974.\end{aligned}\)

02

Step 2:Final proof

\(\alpha = 0.487;\beta = 0.0974.\)

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91Ó°ÊÓ!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

On each of the previous\(25\)days,\(100\)electronic devices of a certain type were randomly selected and subjected to a severe heat stress test. The total number of items that failed to pass the test was\(578\).

a. Determine control limits for a\(3\)-sigma\(p\)chart.

b. The highest number of failed items on a given day was\(39\), and the lowest number was\(13\). Does either of these correspond to an out-of-control point? Explain.

Consider the double-sampling plan for which both sample sizes are 50 . The lot is accepted after the first sample if the number of defectives is at most 1 , rejected if the number of defectives is at least 4 , and rejected after the second sample if the total number of defectives is 6 or more. Calculate the probability of accepting the lot when \(p = .01,.05\), and \(.10\).

The number of scratches on the surface of each of 24 rectangular metal plates is determined, yielding the following data: \(8,1,7,5,2,0,2,3,4,3,1,2,5,7,3,4\), \(6,5,2,4,0,10,2,6\). Construct an appropriate control chart, and comment.

The table below gives data on moisture content for specimens of a certain type of fabric. Determine control limits for a chart with center line at height\(13.00\)based on\(\sigma = .600\), construct the control chart, and comment on its appearance.

A cork intended for use in a wine bottle is considered acceptable if its diameter is between 2.9 cm and 3.1 cm (so the lower specification limit is LSL 5 2.9 and the upper specification limit is USL 5 3.1).

a. If cork diameter is a normally distributed variable with mean value 3.04 cm and standard deviation .02 cm, what is the probability that a randomly selected cork will conform to specification?

b. If instead the mean value is 3.00 and the standard deviation is .05, is the probability of conforming to specification smaller or larger than it was in (a)?

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.