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STA301 : Statistics and Probability

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Course Info
Course Category	Probability & Statistics
Course Level	Undergraduate
Credit Hours	3
Pre-requisites	MTH302
Instructor	Dr. Saleha Naghmi PHD National College of Business Administration and Economics (NCBA&E)

Course Contents
Introduction Data Types Frequency Distribution and Frequency Curves Measures of Central Tendency Measures of Dispersion Chebycheve Inequality and Empirical Rule The Five-Number Summary and Box and Whisker Plot Coefficients of Skewness Regression and Correlation Set Theory Permutations and Combinations Definitions of Probability and Laws of Probability Conditional Probability Marginal Probability Bayes Theorem Discrete Random Variable Distribution Function of a Discrete Random Variable Continuous Probability Distribution Bivariate Probability Distribution Binomial Distribution Hypergeometric Distribution Poisson Distribution Continuous Uniform Distribution Normal Distribution Sampling Distribution Point Estimation Interval Estimation Confidence Interval Hypothesis-Testing Hypothesis-Testing regarding P (based on Z-statistic, Hypothesis Testing Regarding p1-p2 The Students t-distribution Tests and Confidence Intervals based on the t-distribution Hypothesis-Testing regarding Two Population Means The Chi-square Distribution The F-Distribution Analysis of Variance Experimental Design Randomized Complete Block Design LSD Test Goodness of fit test P-Value