ST201 : Mathematical Statistics (1)

Department

Department of Statistics

Academic Program

Bachelor in Statistics

Type

Compulsory

Credits

04

Prerequisite

ST102

Overview

1. The concept of discrete and continuous random variable and its distribution functions

2- The concept of mathematical expectation and the moment-generating function

3. Identify discrete and connected probabilistic models and their applications

4- The concept of a function in a random variable and how to know its probability distribution

Intended learning outcomes

أ‌. (Knowledge & understand)

أ.1

The student will be able to understand the concepts of the continuous and discrete random variable and its function.

أ.2

The student should be able to find the moment generating function and the moments.

أ.3

The student should be able to find the moments from the continuous and discrete models.

أ.4

The student should know the methods of finding the distribution of a single random variable.

ب‌. (Mental skills)

ب.1

The ability of solving the continuous and discrete probability models .

ب.2

The ability of finding solutions to moment generating functions (MGF).

ب.3

The ability of finding the moments to the continuous and discrete probability models

ب.4

The ability to find the probability distribution of a random variable using MGF

ج ـ(Practical & professional skills)

ج.1

The student should be able to solve the continuous and discrete probability models

ج.2

The student should be able of finding solutions to moment generating functions (MGF)..

ج.3

The student should be able of finding the moments to the continuous and discrete probability models

ج.4

The student should be able to find the probability distribution of a random variable using MGF

د - (Generic and transferable skills)

د.1

The ability to communicate with the other students orally and by writing.

د.2

The ability to use the books and the references in math stat.

د.3

The ability to work as a team to solve the problems in math stat.

Teaching and learning methods

Lectures and using the books

Exercises and discussions

Methods of assessments

First evaluation

The first exam

25%

Sixth week

Second evaluation

The second exam

25%

Twelfth week

Final evaluation

The final exam

50%

Sixteenth week

Total

100 Point

100%

References

Bibliography

Publisher

Version

Author

Where it is located

Rapporteur notes

( Fundamentals of Mathematical Statistics )

National Library

1996

Dr. Ali Al-Ojaili

Dr. Ali Alammari

University Sales

Textbooks

Mathematical Statistics

Help Books

Scientific Journals

Internet Sites

Other

Course contents.

Scientific topic

Number of Hours

Lecture

discussion

Number of weeks

Discrete random variable and its distribution functions

5

3

2

1

Random and continuous variable and its distribution functions

10

6

4

2

Mathematical Prediction

5

3

2

1

and the moment-generating function

10

6

4

2

Discrete probability models and their applications

15

10

5

3

Connected probabilistic models and their applications

15

10

5

3

A function in a random variable and how to know its probability distribution

10

6

4

2