ST141 : Principles of Statistics 2

Department

Department of Financial planning

Academic Program

Bachelor in Financial Planing

Type

General

Credits

03

Prerequisite

ST140

Overview

The course aims to introduce students to the foundations and rules of probability and its theories, and how to benefit from analytical statistics in various fields. Then the student learns how to apply analytical statistics, its applications, and its relationship to mathematical foundations, and the student deduces the significance of numbers in the science of statistics.

Intended learning outcomes

1. Knowledge and understanding: - That the student understands the most important basic concept of probability and its theories. - That the student knows how to solve problems and exercises according to the rule attached to it. That the student be able to apply the foundations of analytical statistics in various fields. The student will be familiar with the types of distributions and how to use them in solving problems.

2. Mental skills: Develop the student's ability to apply the rules of probability in practice. The student concludes how to use statistical solutions. The student uses statistical analysis. The student makes the correct statistical decision.

3. Scientific and professional skills: Providing students with scientific skills in solving statistical problems. Provide the student with the skill of using appropriate methods in the solution. Provide the student with how to apply the rules of analytical statistics in practice. Providing the student with how to benefit from statistical information.

Provide the student with the skill of using the calculator and its applications.

4. General Skills: That the student has the ability to dialogue and discussion. The student should be able to communicate and communicate with others. The student should be able to manage time. The student should be able to work in a team.

Teaching and learning methods

1. Attending the lectures required for the course.

2. - Asking some questions and raising some issues in the lecture and involving the students in answering and discussing them.

3. - Giving the student a task that needs to be accomplished.

4. Assign students to prepare a summary of the lessons according to their understanding of the lecture.

Methods of assessments

first midterm exam 20%Second midterm exam 20%final exam 60%

Hours

Scientific subject

The week

6

Principles of probability theory

1,2

6

Random variables and their random distributions

3,4

3

Some of the most important discrete probability distributions

5

6

Some of the most important related probability distributions

6و7

3

F distribution, T distribution, normal distribution

8

3

Sampling Distribution: Central Limit Theorem

9

3

Sample Mean Distribution: The distribution of the difference between the sample mean

10

3

Estimation Theory: Introduction to Estimation Theory

11

3

Estimate the population mean for the confidence interval

12

6

Hypothesis testing theory

13,14