Research

Research interests

  • Computational Statistics
  • Latent Variable Estimation
  • Cognitive Diagnostic Methods
  • Restricted Latent Class Models
  • Deep Learning

Profiles

Papers

A sequential exploratory diagnostic model using a Pólya-gamma data augmentation strategy

Jan 1, 2023
Jimenez, A., Balamuta, J.J., Culpepper, S.A.
British Journal of Mathematical and Statistical Psychology

mlpack 4: a fast, header-only C++ machine learning library

Jan 1, 2023
Curtin, R., Edel, M., Shrit, O., Agrawal, S., Basak, S., Balamuta, J.J., et al.
Journal of Open Source Software

Exploratory Restricted Latent Class Models with Monotonicity Requirements under Pòlya–gamma Data Augmentation

Jan 1, 2022
Balamuta, J.J., Culpepper, S.A.
Psychometrika

Inferring latent structure in polytomous data with a higher-order diagnostic model

Jan 1, 2021
Culpepper, S.A., Balamuta, J.J.
Multivariate Behavioral Research

Extending R with C++: A Brief Introduction to Rcpp

Jan 1, 2018
Eddelbuettel, D., Balamuta, J.J.
The American Statistician, 72(1) Special Issue on Data Science, 28–36

A Hierarchical Model for Accuracy and Choice on Standardized Tests

Jan 1, 2017
Culpepper, S.A., Balamuta, J.J.
Psychometrika, 82(3), 820–845

A Computationally Efficient Framework for Automatic Inertial Sensor Calibration

Jan 1, 2017
Balamuta, J.J., Molinari, R., Guerrier, S., Yang, W.
IEEE Sensors Journal, 18(4), 1636–1646

An Overview of a New Sensor Calibration Platform

Jan 1, 2017
Claussen, P., Skaloud, J., Molinari, R., Balamuta, J.J., Guerrier, S.
4th IEEE International Workshop on Metrology for Aerospace, Padova

Discussion on Maximum Likelihood-Based Methods for Inertial Sensor Calibration

Jan 1, 2016
Guerrier, S., Molinari, R., Balamuta, J.J.
IEEE Sensors Journal, 16(14), 5522–5523

Automatic and Computationally Efficient Method For Model Selection In Inertial Sensor Calibration

Jan 1, 2015
Molinari, R., Balamuta, J.J., Guerrier, S., Skaloud, J.
Proceedings of IEEE GNSS+, Tampa, FL

A Computationally Efficient Platform for Inertial Sensor Calibration

Jan 1, 2015
Balamuta, J.J., Molinari, R., Guerrier, S., Skaloud, J.
Proceedings of IEEE GNSS+, Tampa, FL

An Inertial Sensor Calibration Platform to Estimate and Select Error Models

Jan 1, 2015
Guerrier, S., Skaloud, J., Molinari, R., Balamuta, J.J.
Proceedings of IAIN, Prague
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