2025
- Bias or Insufficient Sample Size? Improving Reliable Estimation of Algorithmic Bias for Minority Groups
Jaeyoon Choi, Shamya Karumbaiah, Jeff Matayoshi
ACM Learning Analytics and Knowledge (ACM LAK)
2024
- Analyzing Transitions in Sequential Data with Marginal Models
Jeff Matayoshi, Shamya Karumbaiah
Journal of Educational Data Mining (JEDM)
2022
- Analyzing Transitions in Sequential Data with Marginal Models
Jeff Matayoshi, Shamya Karumbaiah
Journal of Educational Data Mining (JEDM)
2021
- Using Marginal Models to Adjust for Statistical Bias in the Analysis of State Transitions
Jeff Matayoshi, Shamya Karumbaiah
Proceedings of the 11th International Learning Analytics and Knowledge Conference (LAK)
- Investigating the Validity of Methods Used to Adjust for Multiple Comparisons in Educational Data Mining
Jeff Matayoshi, Shamya Karumbaiah
Proceedings of the 13th International Conference on Educational Data Mining (EDM)
2020
- Adjusting the L Statistic when Self-Transitions are Excluded in Affective Dynamics
Jeff Matayoshi, Shamya Karumbaiah
Journal of Educational Data Mining (JEDM)