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Time:
Room:
Instructor:
Contact:
Office:
Office Phone:
Office Hours:
Mailing List:
AOL IM:
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Tuesday & Thursday
5:30-6:45
143 Schaeffer
Frederick J. Boehmke
frederick-boehmke@uiowa.edu
361 Schaeffer
335 2342
Tuesday & Wednesday 2:30-3:30, or by appointment
polisci201
ProfBoehmke |
Announcements
- The final exam will be downloadable from
here Thursday morning at 9am
- Class is cancelled on April 07.
- The Midterm exam is scheduled for March 24 and will be a
take-home exam due on Friday, March 25.
- Class is cancelled on January 27.
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Sign up for the class mailing list.
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This course is an introduction to the theory and use of statistics and
probability for political scientists. It is designed to familiarize you
with basic concepts in statistics, including moments, distributions,
hypothesis testing and multivariate regression analysis. The objective of
the class is to build a foundation in these topics and to introduce the
application of these techniques in a variety of settings. Besides regular
homework assignments, there will also be computer assignments intended to
highlight the basic theoretical concepts in the context of both real-world
and simulated data.
View course syllabus.
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- Set Theory.
- Probability Theory.
- Sampling Distributions.
- Hypothesis Design and Testing.
- Distributions.
- Regression Analysis.
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Week 1: Course Introduction, Definitions and Basic Formulas.
Week 2: Sampling Distributions.
Week 3: Set Theory and Probability Theory.
Reading: Kmenta, Ch 3.1-3.6.
Week 4: Expected Values, Correlation and the
Binomial and Normal Distributions.
Reading: Kmenta 3.7, 4.1.
Week 5: The Binomial and Normal Distributions. The Central
Limit Theorem.
Week 6: Hypothesis Testing.
Reading: Kmenta, 5.1-5.2.
Week 7 More Hypothesis Testing/Errors in Hypothesis Testing.
Week 8 Tests for Variances/Introduction to Regression.
Week 9 Spring Break
Week 10 Regression and Normality.
Reading: Kmenta, Ch 7, pp. 201-231.
Week 11 Hypothesis Testing, Prediction.
Reading: Kmenta, Ch 7, pp. 231-252.
Week 12 Multiple Regression.
Week 13 Indicator Variables, Interactions,
Heteroskedasticity.
Reading: Kmenta, Ch 8-2, 11-1.
Week 14 Maximum Likelihood, Binary Outcomes.
Reading: Kmenta, 175-183, Ch 11-5.
Week 15 Computer Lab.
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Contact
Announcements
Assignments
Readings
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Other Information
Please visit the Political Science
Department's Website at http://www.uiowa.edu/~polisci.
It is frequently updated regarding events and procedures in our department,
changes in the Schedule of Courses, plus TA and faculty hours when available.
You may also find current information on pre-advising, and registration.
Our Vernon Van Dyke Computing Facility (Political Science ITC) is located
in Room 21 Schaeffer Hall. Available hours are listed at our website and
also posted outside Room 21 Schaeffer. |
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