ST308 : Design of Experiment

Department

Department of Statistics

Academic Program

Bachelor in Statistics

Type

Compulsory

Credits

04

Prerequisite

ST102ST209

Overview

  1. Identify the basic concepts of experimental design in bracts.
  2. The condition of using every design.
  3. How to build the mathematical form and to estimate the parameters.
  4. How to handle every design manually and with SPSS .

Intended learning outcomes

أ‌. (Knowledge & understand)

أ.1

The student will be able to understand the principals of experimental design.

أ.2

The student should be able to understand the condition for many designs.

أ.3

The student will be able to use BIBD, CBD, Latin, Graco and Factorial designs (random or fixed)

أ.4

The student will be able to solve many design in writing or by software.

ب‌. (Mental skills)

ب.1

The ability to distinguish between the types designs.

ب.2

The ability to analyze the data of experimental design.

ب.3

The ability to use the wright hypotheses for many designs

ب.4

The ability to interpreted the outputs of the analysis of many designs.

ج ـ (Practical & professional skills)

ج.1

The student should be able to build some experimental designs

ج.2

The student should be able put the hypotheses for some designs.

ج.3

The student should be able to calculate some designs manually and by computer .

ج.4

The student should be able to interpret the results of the analysis.

د - (Generic and transferable skills)

د.1

Ability to build some experimental designs

د.2

The ability to put the hypotheses for some designs.

د.3

The ability to calculate some designs manually and by computer .

The ability to to interpret the results of the analysis.

Teaching and learning methods

  1. Lectures
  2. Exercises and discussions
  3. Statistical software (SPSS) or R

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%

Course (contents)

Scientific topic

Number of Hours

Lecture

discussion

Number of weeks

Concept and terminology of experiment design

5

3

2

1

Complete random design

5

3

2

1

Complete random design with segments

10

6

4

2

Latin Designs

10

6

4

2

Greek design

10

6

4

2

Balanced incomplete random design

10

6

4

2

Multi-grade factor designs

10

6

4

2

Cross-design (hierarchical)

10

6

4

2

(References )

Bibliography

Publisher

Version

Author

Where it is located

Rapporteur notes

Memoirs of the professor

Textbooks

John willy

2007

D. Montgomery

College Library & Sales

Help Books

Scientific Journals

Internet Sites

Other