Advanced Quantitative Research

Schedule

The pace of the class is guided by student mastery and interests. There can be minor changes in the schedule. Please review the materials before each meeting. Slides are accessible via your NC State email if you are enrolled. Access requests are unnecessary as the slides are already shared with your NC State email.

Date	#	Topics	Mode	Assignments
08/21	01	GLM 1: Maximum Likelihood Estimation	Multimodal
08/28	02	GLM 2: Binary Dependent Variables	In-Person
09/04	03	GLM 3: Ordered Dependent Variables	Multimodal
09/11	04	GLM 4: Categorical Dependent Variables	In-Person	Quiz 1
09/18	05	DiD 1: Basics	Multimodal	Problem Set 1
09/25	06	DiD 2: Synth & GLM 5: Poisson	Multimodal
10/02	07	ML 1: Classification I	In-Person	Quiz 2
10/09		Instructor at Conference	NA
10/16	08	ML 2: Classification II	Remote	Problem Set 2
10/23		Prepare for Paper Review Presentation	NA	Paper Idea
10/30		Paper Review Presentation + One-on-One Consultations	Multimodal	Paper Review
11/06	09	ML 3: Regression	Multimodal
11/13	10	ML 4: Natural Language Processing	Multimodal
11/20	11	Factor Analysis: EFA / CFA (By Dr. William Swann)	In-Person	Quiz 3
11/27		Thanksgiving	NA	Problem Set 3
12/04	13	Paper & Presentation	In-Person	Final Project

Notes on Session Delivery Methods:

In-Person: Sessions held on campus without the option to join remotely via Zoom. Attendance is required in the physical classroom.
Multimodal: The instructor will be on campus, and students may choose to attend either in person or online via Zoom. However, in-person attendance is encouraged, as the instructor cannot actively monitor Zoom for questions during the session.
Remote: Synchronous online sessions conducted exclusively via Zoom, allowing real-time interaction between students and the instructor.
Online: Fully virtual sessions conducted asynchronously, with pre-recorded videos accessible on the course website. There are no live meetings on campus or Zoom.