Probability

Course Numbers: STAT 203

Course Name: Probability 1

Credit Hours (lecture + exercises) : 3(1+1)

Level : fourth

Prerequisite: STAT 202

Contents Some special probability distributions, Random vectors Bivariate distributions, Joint probability mass function , joint probability densty function, Independence , conditional distributions, Expectation, Covariance, Correlation Coefficient, Variance of sum or difference of two random variables and the Moment Generating Functions of Bivariate Random Variables), Random samples Distribution of sample mean Law of large numbers Central limit theorem, Elementary statistical Inference - (estimation theory) Methods and properties of point estimation - MLE .
الكتب المقررة والمراجع : (1) J. Freund and R.E. Walpole, Mathematical Statistics, 5th ed. , Prentice Hall Int. Inc , 1992. (2) R. Yates and D. Goodman,Probability and Stochastic Processes.John Wiley & Sons. Inc 1999

الكتب المقررة والمراجع : (1) J. Freund and R.E. Walpole, Mathematical Statistics, 5th ed. , Prentice Hall Int. Inc , 1992. (2) R. Yates and D. Goodman,Probability and Stochastic Processes.John Wiley & Sons. Inc 1999

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