Probability and Probability Distribution:
Basic concept of probability, probability rules (Additive and Multiplicative), Standard distributions: Binomial and Poisson with properties, Normal Distribution with properties and application
Random and Non-random samples, Sampling distribution of statistics, Mean and Standard error of distribution for mean and proportion, sampling distribution of difference between mean and difference with proportions.
Test of Significance:
Introduction Z-Test, t-test, basic idea of means and proportion, testing for difference means and difference between proportion by Z and T test, basic idea of Chi-Square test, testing for goodness of fit, testing the association of variables, F-test, introduction and ANOVA, LSD test
Concept and principal of experimental designs, planning of an experiment, CR design, RCBD and LATIN square design with their layout, model and applications.
Analyze the real data and present the work in the form of practicals.
1. Walpole, R. E. Myers, R. H. Myers, S. L. and Ye, K. (2002). “Probability and Statistics For Engineers and Scientists”, Printice Hall, Inc. New York.
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3. Ch. Sher Muhammad, (2002) “Introduction to Statistics,Part-I” , IlmiKitabKhana, Lahore, Pakistan.
4. Ch. Sher Muhammad, (2002) “Introduction to Statistics,Part-II” , IlmiKitabKhana, Lahore, Pakistan.
5. Lipschutz, S and Schiller, J. (1998). “Introduction to Probability Statistics”, McGraw Hill, New York.
6. Netu, J. Wasserman, Wand Whitemore G. A. (1982) “Applied Statistics”, Allyn& Bacon Inc. Boston.
7. Montgomery, D.C. (2004). “The Design and Analysis of Experiments”, Fifth Edition, John Wiley & Sons, New York.
8. Cochran, W.C. and Cox, G.M. (1992). “Experimental Design”, Second Edition, John Wiley and Sons, New York.
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Book Title : Probability and Statistics For Engineers and Scientists
Author : Walpole, R. E. Myers, R. H. Myers, S. L. and Ye, K.
Edition : year 2002
Publisher : Printice Hall, Inc. New York