Applied Statistical Linear Models (AP 702)
Faculty of Agriculture
Department of Animal Production
First Semester 2005/2006
Lecture Hall:
Lab
Lecture Time:
2:15 – 3:15 (Sun., Tus., Thr.)
Instructor:
Dr. Kamel Z. Mahmoud
Phone: 720-1000 Ext. 22212
Email: kmahmoud@just.edu.jo
Office Hour: 10:15 – 11:00 (Sunday and Tuesday)
Office Hour: 01:00 – 02:00 (Monday)
General Course Objectives:
The course objective will emphasize on construction, interpretation, and application of
linear statistical models. Review the standard simple linear model and extend the
understanding to multiple regressions using matrices approach. Methods will also
include model development, polynomial regression and regression diagnosis.
Course Contents:
I.
II.
III.
IV.
V.
VI
VII.
VIII.
Simple Regression
Introduction to Matrices
Multiple Regressions in Matrix Notation
Quadratic Forms
Geometry of Least Squares
Model Development: Variable Selection
Polynomial Regression
Regression Diagnosis
Textbook: Applied Regression Analysis: A Research Tool
Grading:
Exam
1st hour
2nd hour
Final
Home Works
%
25
25
35
15
Date
Monday 10 / 11 / 2005
Monday 10 / 12 / 2005
To be announced
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Time
12:00 – 13:00
12:00 – 13:00
To be announced
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Place
U
U
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