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Prob & Stats – IE 230

في مادة الاحتمال و الاحصاء، سوف يتم اتباع محتوى كتاب Applied Statistics and Probability for Engineers تأليف Montgomery & Runger و هو احد اشهر الكتب للمادة، ان لم يكن اشهرها.

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1 Chapter 2: Probability FREE

9 Topics

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2.1. Sample Spaces and Events FREE

2.2. Counting Techniques

2.3. Interpretations and Axioms of Probability

2.4. Unions of Events and Addition Rules

2.5. Conditional Probability

2.6. Intersections of Events and Multiplication and Total Probability Rules

2.7. Independence

2.8. Bayes’ Theorem

2.9. Random variables

2 Chapter 3: Discrete Random Variables and Probability Distributions

8 Topics

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3.1. Random Variables, Probability Distributions and Probability Mass Functions

3.2. Cumulative Distribution Functions

3.3. Mean and Variance of a Discrete Random Variable

3.4. Discrete Uniform Distribution

3.5. Binomial Distribution

3.6. Geometric and Negative Binomial Distributions

3.7. Hypergeometric Distribution

3.8. Poisson Distribution

3 Chapter 4: Continuous Random Variables and Probability Distributions

11 Topics

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4.1. Probability Distributions and Probability Density Functions

4.2. Cumulative Distribution Functions

4.3. Mean and Variance of a Continuous Random Variable

4.4. Continuous Uniform Distribution

4.5. Normal Distribution

4.6. Normal Approximation to the Binomial and Poisson Distributions

4.7. Exponential Distribution

4.8. Erlang and Gamma Distributions

4.9. Weibull Distribution

4.10. Lognormal Distribution

4.11. Beta Distribution

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Sample Chapter

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من نحن
شروط الاستخدام
سياسة الخصوصية

من نحن
شروط الاستخدام
سياسة الخصوصية

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