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IGNOU Solved Assignment 2024: Download PDF

Saumya Tewari ,

Mar 24, 2024 | IGNOU

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BECS-184 Solved Assignment 2024 | DATA ANALYSIS | IGNOU

• Abstract Classes
• March 5, 2024

1. The following table presents the number of hours a group of school students played video games during the weekends and the test scores attained by each of them in a test, the following Monday.

\begin{equation} \begin{array}{|c|c|} \hline \text { Time (in hours) } & \text { Test score } \\ \hline 0 & 96 \\ \hline 1 & 85 \\ \hline 2 & 82 \\ \hline 3 & 74 \\ \hline 3 & 95 \\ \hline 5 & 68 \\ \hline 5 & 76 \\ \hline 5 & 84 \\ \hline 6 & 58 \\ \hline 7 & 65 \\ \hline 7 & 75 \\ \hline 10 & 50 \\ \hline \end{array} \end{equation}

(a.) It is believed that a linear relationship exists between the time spent on playing video games and test score attained. Find out the strength of this linear relationship. (b.) Estimate the line of best fit in the scenario. Use this line to find the expected test score for a student who plays video games for 9 hours. 2. A study involves testing whether or not the amount of caffeine consumed affected memory. Fifteen volunteers took part in this study. They were given three types of drink (type A,B and C) containing different levels of caffeine \((50 \mathrm{mg}, 100 \mathrm{mg}\), and \(150 \mathrm{mg}\),

respectively). Volunteers were divided into three groups of five each and were assigned the drink groupwise. They were then given a memory test (In terms of number of words remembered from a list). The results are given in the following table: \begin{equation} \begin{array}{|c|c|c|} \hline \text { Group A (50 mg) } & \text { Group B }(100 \mathrm{mg}) & \text { Group C }(150 \mathrm{mg}) \\ \hline 7 & 11 & 14 \\ \hline 8 & 14 & 12 \\ \hline 10 & 14 & 10 \\ \hline 12 & 12 & 16 \\ \hline 7 & 10 & 13 \\ \hline \end{array} \end{equation}At significance level of \(5 \%\), check whether the mean number of words remembered from the list by the participants belonging to the three groups are significantly different. Assignment Two

Answer the following questions. Each question carries 12 marks.

3. a.) What could be a structured approach to multivariate model building? b.) What are the various assumptions on which the multivariate regression analysis rests? 4. Explain the following: a. ANOVA and MANOVA a. Normal distribution curve b. Snowball sampling techniques c. Degrees of freedom 5. What is the difference between census and survey? Explain the various stages involved in planning and organizing the censuses and surveys. 6. Differentiate between quantitative and qualitative research in the context of data analysis. Discuss tools of data collection used in qualitative research. 7. Differentiate between: a. Type I and type II errors b. Phenomenology and Ethnography c. \(t\) test and \(f\) test d. discrete and continuous variable

Expert Answer

Becs-184-solved-assignment-2024-4881b57e-e851-4d6d-bbd7-c9d76e6db204.

• The following table presents the number of hours a group of school students played video games during the weekends and the test scores attained by each of them in a test, the following Monday.

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