Syllabus
Course Code: MMATH21 -403 Course Name: Practical – IV |
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MODULE NO / UNIT | COURSE SYLLABUS CONTENTS OF MODULE | NOTES |
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1 | Starting R, entering data, storing data as a vector. | |
2 | Entering data into R; i. Using c ii. Using scan iii. Using scan with file iv. Editing your data v. Reading in tables of data vi. Spreadsheet data | |
3 | Practical examples illustrating templates of functions, for loops and conditional expressions in R. | |
4 | Find mean, variance and standard deviation using R functions. | |
5 | Practical examples with univariate data: i. Categorical data; Using tables, factors, bar chart, pie chart ii. Numerical data; measures of center and spread iii. Stems and leaf charts, histograms, boxplots, frequency polygons using R functions | |
6 | Comparison of bivariate data with plots. | |
7 | Program to fit linear regression line. | |
8 | Program to find Spearman’s rank correlation coefficient. | |
9 | Practical examples of plotting graphs using points, abline, lines, plot and curve R functions | |
10 | Practical examples of storing, accessing and manipulating multivariate data in data frames. | |
11 | Generate random numbers using uniform, normal, binomial, exponential distributions. | |
12 | To estimate confidence interval using p-test. | |
13 | To estimate confidence interval using t-test. | |
14 | To estimate confidence interval using z-test. | |
15 | Hypothesis testing by mean and median. |