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State whether the following statements are True or False. Give reason

Question


State whether the following statements are True or False. Give reason in support of your answer:

(i) The R- chart is suitable when subgroup size is greater than 10.


(ii) In single sampling plan, if we increase acceptance number then the OC curve will be steeper.


(iii) If the effect of summer and winter is not constant on the sale of AC then we use the additive model of the time series.


(iv) If a researcher wants to find the relationship between today’s unemployment and that of 5 years ago without considering what happens in between then the partial autocorrelation is the better way in comparison to autocorrelation.


(v) A system has four components connected in parallel configuration with
reliability 0.2, 0.4, 0.5, 0.8. To improve the reliability of the system most, we
have to replace the component which reliability is 0.2. 


Posted on : 2024-04-24 21:48:38 | Author : Abha Shine | View : 3





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Degree : MASTER DEGREE PROGRAMMES
Course Name : M.Sc. (Applied Statistics)
Course Code : MSCAST
Subject Name : Statistical Quality Control and Time Series Analysis
Subject Code : MST 14
Year : 2023





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Related Question


) The marketing manager of a company recorded the number of mobiles sold quarterly for which are given in the following table:

Year Quarter Q_1 Q_2 Q_3 Q_4
2018 48 41 60 65
2019 58 52 68 74
2020 60 56 75 78

(i) Find the quarterly seasonal indexes for the mobile sold using the ratio to trend method.
(ii) Do seasonal forces significantly influence the sale of mobile? Comment.
(iii) Also find the deseasonalised values. 


A system has seven independent components and reliability block diagram of it shown as follows:

Find reliability of the system.


If a researcher wants to find the relationship between today’s unemployment and that of 5 years ago without considering what happens in between then the partial autocorrelation is the better way in comparison to autocorrelation.


The marketing manager of a company recorded the number of mobiles sold quarterly for which are given in the following table:

Quarter  Q1 Q2 Q3 Q4
2018 48 41 60 65
2019 58 52 68 74
2020 60 56 75 78

(i) Find the quarterly seasonal indexes for the mobile sold using the ratio to trend
method.
(ii) Do seasonal forces significantly influence the sale of mobile? Comment.
(iii) Also find the deseasonalised values. 


If the effect of summer and winter is not constant on the sale of AC then we use the additive model of the time series.


An office supply company ordered a lot of 400 printers. When the lot arrives the company inspector will randomly inspect 12 printers. If more than three printers in the sample are non-conforming, the lot will be rejected. If fewer than two printers are nonconforming, the lot will be accepted. Otherwise, a second sample of size 8 will be taken. Suppose the inspector finds two non-conforming printers in the first sample and two in the second sample. Also AQL and LTPD are 0.05 and 0.10 respectively. Let incoming quality be 4%.

(i) What is the probability of accepting the lot at the first sample?
(ii) What is the probability of accepting the lot at the second sample? 


Differentiate between the autoregressive and moving average models of time series.


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