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Data Services: Workshop Series

Empower faculty and students with library and other free resources related to data research activities and practical analyses.

Workshop Series

The mission of the University of Alabama Libraries Data Services Workshop Series (DSWS) is to create an environment where faculty, students, and staff at the University of Alabama (UA) can receive training in data science research methods. The DSWS facilitates an exchange of knowledge across research disciplines and provides cutting-edge analytics training to prepare UA scholars to meet the rigorous requirements of advanced research in the 21st century. The workshops are offered by faculty members on diverse topics from introductory data visualization to practical approaches in machine learning. Whether new to data analytics or a seasoned researcher, the DSWS will provide valuable opportunities to acquire the skills requisite for data science research.

Affiliated Faculty Members

Primary Contact

Dr. Zhehan Jiang
Assistant Professor
University Libraries 

Affiliated Faculty

Dr. Aibek Musaev
Assistant Professor
Department of Computer Science

Dr. Anneliese Bolland
Associate Research Scientist
Institute for Communication and Information Research

Dr. David Keelings
Assistant Professor
Department of Geography

Dr. Evguenia Malaia
Associate Professor 
Communicative Disorders 

Dr. Jane Daquin
Assistant Professor
Department of Criminology & Criminal Justice 

Dr. Johanna Engström
Geospatial Services Manager
Department of Geography

Dr. Kevin W. Walker
Associate Professor
University Libraries

Dr. Vincent Scalfani
Associate Professor
University Libraries 

Dr. Wei Li
Assistant Professor
Educational Research

Dr. Wenchao Ma
Assistant Professor
Educational Research

Dr. Zhe Jiang
Assistant Professor
Department of Computer Science

Dr. Volodymyr Melnykov
Assistant Professor
Department of Computer Science

Event Announcement

February 19th, 2020 3:00-4:30 pm @ Gorgas Library 104

An Introduction to Time-Varying Effect Modeling (TVEM)

Regression estimates the association between variables with the assumption that these variables are static and not changing over time. However, that is not always the case in real life. How to model a variable’s trajectory that is changing over time? How to understand the fluctuation in association between two variables across time? Time-varying effect modeling (TVEM), an extension of linear regression, can be a way that additionally accounts for the time dimension without making assumptions about the shape of the trajectory (e.g. curve, linear, etc). TVEM is a tool can be used with a broad variety of data types, such as cross-sectional data, historical data, and intensive longitudinal data.

In this workshop, you will learn about:

  1. The conceptualization of TVEM
  2. Data requirement for TVEM
  3. New research questions can be examined by using TVEM
  4. How to conduct TVEM in SAS through a step-by-step example

 

About the Instructor:

Dr. Mengya Xia is an Assistant Professor in the Department of Psychology at The University of Alabama. She received her Ph.D. in Human Development and Family Studies from The Pennsylvania State University. Her methodological expertise includes mixture modeling, time-varying effect modeling, multilevel modeling, structural equation modeling, and dynamic system modeling. Her substantive work focuses on the transactional dynamic process between complex family systems and adolescent positive development.

Please RSVP here with code 02192020.

 

Future Events

Archived Events

The Power of Model-based Cluster Analysis

Date: Wednesday, January 30, 2020
Time: 3:00pm-4:30pm 
Location: Gorgas 104
Instructor: Dr. Volodymyr Melnykov

Hands-On Power Analysis for Randomized Controlled Trials
Date: Thursday, October 17, 2019
Time: 3:00pm - 4:30pm
Location: Gorgas 204F
Instructor: Dr. Wei Li

An Introduction to Qualitative Interviewing 
Date: Thursday, September 16, 2019
Time: 3:45pm - 5:00pm
Location: Gorgas 204F
Instructor: Dr. Stephanie Shelton

Intro to Bayesian Statistics 
Date: Thursday, April 18, 2019
Time: 3:45pm - 4:45pm
Location: Gorgas 104
Instructor: Dr. Evie A. Malaia

Applied Cognitive Diagnostic Modeling 
Date: Thursday, April 11, 2019
Time: 2:00pm - 4:00pm
Location: Gorgas 104
Instructor: Dr. Wenchao Ma

See more archived events here

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