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Main Campus · Richards College of Business · Economics

Intro to Econometrics
ECON-4475

  • Spring 2021
  • Section 01
  • 3 Credits
  • 01/09/2021 to 05/11/2021
  • Modified 01/12/2021

Description

The course emphasis is on applications of econometrics and techniques in business analytics. Topics include methods of presenting data, numerical measures and correlation, estimation, linear/non-linear regression, limited dependent variables, simultaneous equations/instrumental variables, models of duration, and the use of these models in decision making processes. SAS business analytics software will be used in this course.

Requisites

Prerequisites:
ECON 3402 and ECON 3460 and MATH 1413 and Richards Col Upper Division RCUD
Corequisites:

Contact Information

Instructor: Dr. Adrian Austin

The phone number listed above is my UWG office phone number. With the current COVID crisis, I am not in my office very often. Please call/text me at my cell number which is (770) 405-9639

Use CourseDen mail for all course related questions. All email will be answered within 1 business day.

Office Hours

  • Teleconference with Google Meet

Please call or email so that we can set up a mutually convenient time.

Instructor: Dr. William Joey Smith

Office Hours

  • by appointment

Meeting Times

Tuesdays 12:30 - 1:45 (Austin) and Thursdays 12:30 - 1:45 (Smith) 

Materials

Outcomes

LG2  Apply basic quantitative skills to business problems. 
  LO2.1 Students will construct and interpret tabular and graphical methods of presenting qualitative and quantitative data. 
  LO2.2 Students will use spreadsheet software to evaluate and use the results of regression models. 
  LO2.3 Students will solve and interpret quantitative business models using spreadsheet software. 
   
LG3  Use information technology to solve business problems. 
  LO3.2 Students will effectively use a spreadsheet program. 

Evaluation

Criteria

Types of evaluations and related weights
Type Weight Topic Notes
Applied Class Assignments 25%

Dr. Smith

Paper and Presentation 25%

Dr. Smith

Theory Homework Assignments 15%

Dr. Austin

Theory Midterm 15%

Dr. Austin

Theory Final 20%

Dr. Austin

Breakdown

Assignments

Applied Class Assignments (Dr. Smith)

There will be about 10 assignments (in class exercises and homework) given throughout the semester. All assignments are equally weighted and I will drop the lowest two when calculating your grade.

Paper and Presentation (Dr. Smith)

You will write a research paper and present it at the College of Business’ Annual SAS Day.

Theory Homework Assignments (Dr. Austin)

There will be about 8 assignments (homework and quizzes) given throughout the semester. All assignments are equally weighted and I will drop the lowest two when calculating your grade.

Theory Midterm (Dr. Austin)

Theory Final (Dr. Austin)

The final exam is cumulative.

 

Schedule

Course calendar and related activities
When Topic Notes
Applied Econometrics (Dr. Smith)
 

SAS and Procedures:

    1. Data and Cleaning
    2. OLS
    3. Probit/Logit
    4. Count Models (Poisson, Negative Binomial)
    5. Duration
    6. Simultaneous Equations
    7. Difference-in-difference
    8. Other Topics as time allows
Econometric Theory (Dr. Austin)
 
  1. Review of Probability and Statistics

Properties of the parameter estimates

Properties of the residuals

Hypothesis testing and CI

 

  1. Bivariate OLS regression

Properties of the parameter estimates

Properties of the residuals

Hypothesis testing and CI

Goodness of Fit

Standard Output

 

  1. MultiVariate OLS Regression

Properties of the parameter estimates

Properties of the residuals

Hypothesis testing and CI

Testing Multiple Restrictions

Goodness of Fit

Standard Output

 

  1. OLS and Method of Moment Estimation

 

  1. Gauss-Markov Theorem

 

  1. Other properties of OLS regression

 

  1. Functional Form, Specification and Identification

 

Over/Under Specification

Heteroskedasticity

Linear Non-Linear Equations

Binary Dependent Variables

Multicolinearity

Instrumental Variable Regression

Serial Correlation

 

Other Topics as time permits

College/School Policies

Wolf Pact

Having read the Honor Code for the University of West Georgia, I understand and accept my responsibility to uphold the values described therein and to conduct myself in a manner that will reflect the values of UWG and the Richards College of Business so as to respect the rights of all UWG community members. As a UWG student, I will represent myself truthfully and complete all academic assignments honestly and within the parameters set by my instructor.

I understand and accept that if I am found guilty of violations (through processes due me as a UWG student and outlined in the UWG Student Handbook), penalties will be imposed.

I also recognize that my responsibility includes a willingness to confront members of the UWG community if I feel there has been a violation of the Honor Code.  

Ultimately, I will conduct myself in a manner that promotes UWG as the best place to work, learn, and succeed for my generation, and those to come!

About the Richards College of Business

Vision
To become a globally recognized college of business preparing forward-thinking, responsible leaders.

Mission
We are in the business of transforming lives through education, engagement, and experiences.

Strategic Goals and Values

Student Success
Admit quality students and provide them with an education that is rich in experiences and engagement opportunities to prepare them to be effective and ethical professionals.

Academic Success
Recruit, retain and develop faculty and staff by providing sufficient resources to support dynamic and up-to-date bachelor and master-level curricula, to conduct research and other professional activities, and to support engagement with all stakeholders.

Operational Success
Recruit, retain and develop administrative management and staff personnel to manage, develop and support infrastructure and those activities that build internal and external partnerships while working in an ever-changing environment.

Ethical Values
The Richards College of Business community (administrators, faculty, staff, students, and business partners) share a commitment to the principles of honesty and integrity in interactions and undertakings, accountability for personal behavior, and respect for the rights, differences, and dignity of others. In addition, we strive to continuously improve our abilities to recognize unethical behavior and to make ethical and moral decisions.

Institutional Policies

Academic Support

Accessibility Services: Students with a documented disability may work with UWG Accessibility Services to receive essential services specific to their disability. All entitlements to accommodations are based on documentation and USG Board of Regents standards. If a student needs course adaptations or accommodations because of a disability or chronic illness, or if he/she needs to make special arrangements in case the building must be evacuated, the student should notify his/her instructor in writing and provide a copy of his/her Student Accommodations Report (SAR), which is available only from Accessibility Services. Faculty cannot offer accommodations without timely receipt of the SAR; further, no retroactive accommodations will be given. For more information, please contact Accessibility Services.

Center for Academic Success: The Center for Academic Success provides services, programs, and opportunities to help all undergraduate students succeed academically. For more information, contact them: 678-839-6280 or [email protected]

University Writing Center: The University Writing Center assists students with all areas of the writing process. For more information, contact them: 678-839-6513 or [email protected]

Online Courses

UWG takes students’ privacy concerns seriously: technology-enhanced and partially and fully online courses use sites and entities beyond UWG and students have the right to know the privacy policies of these entities. For more information on privacy and accessibility for the most commonly used sites, as well as technology requirements visit the UWG Online site.

Students enrolled in online courses can find answers to many of their questions in the Online/Off-Campus Student Guide.

If a student is experiencing distress and needs help, please see the resources available at the UWG Cares site. Online counseling is also available for online students.

Honor Code

At the University of West Georgia, we believe that academic and personal integrity are based upon honesty, trust, fairness, respect, and responsibility. Students at West Georgia assume responsibility for upholding the honor code. West Georgia students pledge to refrain from engaging in acts that do not maintain academic and personal integrity. These include, but are not limited to, plagiarism, cheating, fabrication, aid of academic dishonesty, lying, bribery or threats, and stealing. 

The University of West Georgia maintains and monitors a confidential Academic Dishonesty Tracking System. This database collects and reports patterns of repeated student violations across all the Colleges, the Ingram Library, and the School of Nursing. Each incidence of academic dishonesty is subject to review and consideration by the instructor, and is subject to a range of academic penalties including, but not limited to, failing the assignment and/or failing the course. Student conduct sanctions range from verbal warning to suspension or expulsion depending on the magnitude of the offense and/or number of offenses. The incident becomes part of the student’s conduct record at UWG.

Additionally, the student is responsible for safeguarding his/her computer account. The student’s account and network connection are for his/her individual use. A computer account is to be used only by the person to whom it has been issued. The student is responsible for all actions originating through his/her account or network connection. Students must not impersonate others or misrepresent or conceal their identities in electronic messages and actions. For more information on the University of West Georgia Honor Code, please see the Student Handbook.

UWG Email Policy

University of West Georgia students are provided a MyUWG e-mail account. The University considers this account to be an official means of communication between the University and the student. The purpose of the official use of the student e-mail account is to provide an effective means of communicating important university related information to UWG students in a timely manner. It is the student’s responsibility to check his or her email.

Credit Hour Policy

The University of West Georgia grants one semester hour of credit for work equivalent to a minimum of one hour (50 minutes) of in-class or other direct faculty instruction AND two hours of student work outside of class per week for approximately fifteen weeks. For each course, the course syllabus will document the amount of in-class (or other direct faculty instruction) and out-of-class work required to earn the credit hour(s) assigned to the course. Out-of-class work will include all forms of credit-bearing activity, including but not limited to assignments, readings, observations, and musical practice. Where available, the university grants academic credit for students who verify via competency-based testing, that they have accomplished the learning outcomes associated with a course that would normally meet the requirements outlined above (e.g. AP credit, CLEP, and departmental exams).

HB 280 (Campus Carry)

UWG follows University System of Georgia (USG) guidance: http://www.usg.edu/hb280/additional_information#

You may also visit our website for help with USG Guidance: https://www.westga.edu/police/campus-carry.php

Mental Health Support

If you or another student find that you are experiencing a mental health issue, free confidential services are available on campus in the Counseling Center. Students who have experienced sexual or domestic violence may receive confidential medical and advocacy services with the Patient Advocates in Health Services. To report a concern anonymously, please go to UWGcares.

ELL Resources

If you are a student having difficulty with English language skills, and / or U.S. culture is not your home culture, specialized resources are available to help you succeed. Please visit the E.L.L. resource page for more information.

COVID-19

Proctored Exams/Online Instruction: Students should be aware and plan ahead for the possibility of having to complete all courses and/or exams online or in a proctored environment. This means talking with your instructors about what minimum technical requirements (software and hardware) will be required should your class move online or a student's personal needs dictate. This also includes making plans for internet access at whatever location participation may occur.

Virtual or in-person proctored exams, if your instructor should require them, may result in an additional cost to the student. Please discuss these details with your instructor or see the information provided here.

Face Coverings: Effective July 15, 2020, University System of Georgia institutions, including the University of West Georgia, will require all faculty, staff, students, and visitors to wear an appropriate face covering while inside campus facilities/buildings where six feet social distancing may not always be possible. Face covering use will be in addition to and is not a substitute for social distancing.

Face coverings are not required in campus outdoor settings where social distancing requirements are met. Anyone not using a face covering when required will be asked to wear one or must leave the area.

Reasonable accommodations may be made for those who are unable to wear a face covering for documented health reasons.

Student FAQs: For more information about UWG COVID-19 guidance for students visit the Student FAQ webpage

 

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