COURSE SUMMARY
Course Title: 
Probability and Statistics
Course Code: 
18MA301
Year Taught: 
2018
Semester: 
3
Degree: 
Postgraduate (PG)
School: 
School of Engineering
Campus: 
Amritapuri

'Probability and Statistics' is a course offered in third semester of M. C. A. (Master of Computer Applications) program at School of Engineering, Amrita Vishwa Vidyapeetham, Amritapuri.

Probability Theory: Experiments - Outcomes- Probability- Conditional Probability and Bayes’ Theorem. Random Variables and Probability Distributions- Mean and Variance of a Distribution. Discrete and continuous distributions - Binomial- Poisson, hyper geometric - uniform and Normal Distributions – mean, variance central moments- Moment generating function - Two dimensional random variables – joint probability density-cumulative distribution – marginal probability – Statistics: Linear Correlation –correlation coefficient – properties of correlation coefficient – rank correlation coefficient – Regression – equation of linear regression – Tchebyshev’s inequality - Central Limit Theorem.

Testing of Hypothesis. Parameter and statistic – sampling distribution – Estimation and testing of hypothesis – critical region and level of significance – errors in testing of hypothesis – one-tailed and two-tailed tests – procedure for testing hypothesis – confidence interval – test of significance of large and small samples – Student’s t-distribution – Sndecor’s F distribution Chi-Square Test for Goodness of fit and Independence.

  • Ravichandran. J, “Probability and Statistics for Engineers”, First Edition, Wiley India, 2012.
  • Douglas C. Montgomery and George C. Runger, “Applied Statistics and Probability for Engineers”, Third Edition, John Wiley and Sons Inc., 2003.
  • Ronald E. Walpole, “Probability and Statistics for Engineers and Scientists”, Seventh Edition, Pearson Education, Asia, 2002.