Details of ID4208 (Spring 2016)

Level: 4 Type: Laboratory Credits: 3.0

Course CodeCourse NameInstructor(s)
ID4208 Statistics Laboratory Buddhananda Banerjee

Syllabus

  • Data, Frequency distribution; Line diagram, Bar Diagrams, Histogram, Pie chart, Pictorial presentation of data.

  • Measures of central tendency and dispersion. Moments, Sheppards correction, Measures of skewness and kurtosis.

  • Simple correlation and rank correlation. Simple regression. Multiple regression. Multiple correlation and Partial correlation coefficients. Forecasting.

  • Drawing of samples based on SRSWR, SRWOR. Drawing of samples from different discrete and continuous statistical distributions.

  • Point estimation and Interval estimation. Tests of normal population mean and population variance. Tests for equality of population means, and tests for equality of population variances, paired-t test; test for population correlation coefficient. Large sample tests for population mean, $\chi^2$ test for goodness of fit, $\chi^2$ test for independence of attributes.

  • One-way analysis of variance, Two-way analysis of variance (fixed effect models only).

  • Multivariate statistics (including factor analysis and cluster analysis).


References

  1. G. W. Snedecor and W.G. Cochran. ph Statistical Methods. Iowa State University Press.

  2. M. Goon, M. Gupta and B. Dasgupta, ph Fundamentals of Statistics, Vols I \& II, World Press.

  3. A. C. Rencher. ph Methods of Multivariate Analysis. Wiley


Course Credit Options

Sl. No.ProgrammeSemester NoCourse Choice
1 IP 2 Not Allowed
2 IP 4 Not Allowed
3 IP 6 Not Allowed
4 MR 2 Not Allowed
5 MR 4 Not Allowed
6 MS 8 Core
7 RS 1 Elective
8 RS 2 Elective