IGNOU MST002 Solved Assignment 2023  PGDAST
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IGNOU MST002 Assignment Question Paper 2023
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1. State whether the following statements are True or False and also give the reason in support of your answer.
a) If standard deviation of \(x\) is 5 , standard deviation of \(y=2 x3\) is 7 .
b) Mean deviation is least when calculated from the median.
c) The correlation coefficient between \(\mathrm{x}\) and \((a\mathrm{x})\) is \(1\).
d) The regression coefficients \(b_{y x}\) and \(b_{x y}\) of a data are \(1.2\) and \(0.8\), respectively.
e) If \((\mathrm{AB})=10,(\alpha \mathrm{B})=15,(\mathrm{~A} \beta)=20\) and \((\alpha \beta)=30\) then \(\mathrm{A}\) and \(\mathrm{B}\) are associated.
2. a) Find the missing information from the following data:
\(\begin{array}{lcccl} & \text { Group I } & \text { Group II } & \text { Group III } & \text { Combined } \\ \text { Number } & 50 & ? & 90 & 200 \\ \text { Standard Deviation } & 6 & 7 & ? & 7.746 \\ \text { Mean } & 113 & ? & 115 & 116\end{array}\)
b) If AM and GM of two numbers are 30 and 18, respectively, find the numbers.
3. a) The frequency distribution of the marks obtained by the 25 students each of the two sections is given as follows:
\(\begin{array}{llllll}\text { Marks: } & 1020 & 2030 & 3040 & 4050 & 5060 \\ \text { Section A: } & 2 & 5 & 10 & 5 & 3 \\ \text { Section B: } & 3 & 7 & 8 & 5 & 2\end{array}\)
Find which section is more consistent.
b) Mean and Standard deviation of 18 observations are found to be 7 and 4, respectively. On comparing the original data, it was found that an observation 12 was miscopied as 21 in the calculations. Calculate correct mean and standard deviation.
4. The equations of two regression lines are given as follows:
\[
\begin{aligned}
& 4 x5 y+30=0 \\
& 20 x9 y107=0
\end{aligned}
\]
Calculate (i) regression coefficients, \(b_{y x}\) and \(b_{x y}\); (ii) correlation coefficient \(r(x, y)\); (iii) Mean of \(X\) and \(Y\); and (iv) the value of \(\sigma_{y}\) if \(\sigma_{x}=3\).
5. A researcher collects the following information for two variables \(\mathrm{x}\) and \(\mathrm{y}\) : \(\mathrm{n}=20, \mathrm{r}=0.5, \operatorname{mean}(\mathrm{x})=15\), mean \((\mathrm{y})=20, \sigma_{\mathrm{x}}=4\) and \(\sigma_{\mathrm{y}}=5\)
Later it was found that one pair of values \((\mathrm{x}, \mathrm{y})\) has been wrongly taken as \((16,30)\) whereas the correct values were \((26,35)\). Find the correct value of \(r(x, y)\). 6. a) If a, b, c, \(d\) are constants, then show that the coefficient of correlation between \(a x+b\) and \(c y+d\) is numerically equal to that between \(x\) and \(y\).
b) A statistician wanted to compare two methods A and B of teaching. He selected a random sample of 22 students. He grouped them into 11 pairs so that the students in pair have approximately equal scores on an intelligence test. In each pair one student was taught by method A and the other by method B and examined after the course. The marks obtained by both methods are given as:
7. a) Fit an exponential curve of the form \(\mathrm{Y}=\mathrm{ab}^{\mathrm{X}}\) to the following data:
\(\begin{array}{lllllllll}\mathrm{X}: & 1 & 2 & 3 & 4 & 5 & 6 & 7 & 8\end{array}\)
\(\begin{array}{lllllllll}\mathrm{Y}: & 1.0 & 1.2 & 1.8 & 2.5 & 3.6 & 4.7 & 6.6 & 9.1\end{array}\)
b) Calculate the first, second and third quartile for the following data:
\(\begin{array}{lllllllll}\text { Class: } & \text { Below } 30 & 3040 & 4050 & 5060 & 6070 & 7080 & 80 \text { and above }\end{array}\)
\(\begin{array}{llllllll}\text { Frequency: } & 69 & 167 & 207 & 65 & 58 & 27 & 10\end{array}\)
Also find the quartile deviation and coefficient of quartile deviation.
8. a) Board of Directors of Labour Union wishes to sample the opinion of its members before submitting a change in its contribution at a forthcoming annual meeting. Questionnaires are sent to a random sample of 200 members in three union locals. The results of the survey are as follows:
Union Locals  
Reaction  A  B  C  Total 
Favour Change  35  45  20  100 
Against Change  15  25  16  56 
No Response  10  10  24  44 
Total  60  80  60  200 
Determine the amount of association between the Union locals and their reactions using coefficient of contingency and interpret the result.
b) 600 candidates were appeared in an examination. The boys outnumbered girls by \(15 \%\) of all candidates. Number of passed exceeded the number of failed candidates by 300 . Boys failing in the examination numbered 80. Determine the coefficient of association.
MST002 Sample Solution 2023
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1(a)
1(b)
True.
Mean deviation is least when calculated from the median.
The median is a measure of central tendency that divides the data into two equal halves, with half of the observations above the median and half below. The mean deviation from the median is calculated as the sum of the absolute deviations from the median divided by the number of observations.
Since the median separates the data into two equal halves, the sum of deviations from the median is zero, meaning that the mean deviation from the median is the smallest possible value for any measure of central tendency. This makes the median a robust statistic, meaning it is less sensitive to outliers in the data compared to other measures of central tendency like the mean.
Hence given statement is true.
1(c)
True.
The correlation coefficient between x and (a – x) is –1.
The correlation coefficient measures the strength and direction of the linear relationship between two variables. If x and (a – x) are perfectly negatively correlated, meaning that as x increases, (a – x) decreases and vice versa, then the correlation coefficient between the two variables will be equal to –1.
A correlation coefficient of –1 indicates a perfect negative linear relationship, where the variables are perfectly inversely proportional to each other. In this case, the variables x and (a – x) have a strong and perfect negative linear relationship, so the correlation coefficient between the two is –1.
Hence given statement is true.
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