SYLLABUS: EXST7034 – Regression Fall 2005 Last Update: September 11, 2005 000 Exst7034 Syllibus Fall05 Class Meets : Tuesday and Thursday from 3:00 to 4:30 in room 248 Ag Admin Professor: JAMES P. GEAGHAN Office 67 Agriculture Administration Building Office hours Tuesdays and Thursdays after class (or call for appointment anytime) Telephone 578 - 8303 Grading Points: 2 exams @ 100 points each 200 1 final exam @ 150 points 150 Lab assignments count 100 points 100 TOTAL 450 Exam Schedule First Exam Tuesday, October 4 (Thursday is fall holiday) Second Exam Thursday, November 17, 2005 Final Exam Tuesday, December 13, 2005 7:30 AM - 9:30 AM Course Grading Final Score = (Exam1% + Exam2% + Homework% + 1.5*Final%) / 450 Letter grade Guaranteed minimum grade assignment 90 - 100 points, minimum grade of A 80 - 89.9 points B 70 - 79.9 points C 60 - 69.9 points D TEXT : Applied Linear Statistical Models: 1996. Neter, Kutner, Nachtsheim, and Wasserman. Richard D. Irwin, Inc. Burr Ridge, Illinois. 1408 pp. Catalog Course Description: EXST7034 Regression Analysis (3) F Prereq: EXST7013 or EXST7014 or EXST7015 or equivalent and knowledge of matrix algebra. Fundamentals of regression analysis, stressing an understanding of underlying principles; response surfaces, variable selection techniques, and nonlinear regression.SYLLABUS: EXST7034 – Regression Fall 2005 Last Update: September 11, 2005 000 Exst7034 Syllibus Fall05 Course Outline: Textbook: Neter, Kutner, Nachtsheim, and Wasserman Topic Chapter Simple Linear Regression Review of Simple Linear Regression 1 Inferences with Simple Linear Regression 2 Diagnostics and Remedial measures 3 Simultaneous inference and special topics 4 Matrix algebra approach 5 Multiple Linear Regression Multiple Regression 6 Model evaluation and Curvilinear regression 7 Selection of predictor variables 8 Model Diagnostics 9 Model Remedial measures 10 Analysis of Covariance 11 Autocorrelation (Time Series) 12 Advanced Topics (Nonlinear and Logistic regression, time permitting) Last Update:September 11, 2005 James P.
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