Research output per year
Research output per year
Personal profile
Research interests
Nonparametric Regression, Multivariate Adaptive Regression Spline (MARS), Bayesian method, and Spatial modelling
Personal profile
Septia Devi Prihastuti Yasmirullah is an Assistant Lecturer at the Faculty of Advanced and Multidisciplinary Technology, Universitas Airlangga. She obtained Bachelor’s and Master’s degrees in Statistics from the Faculty of Science and Data Analysis, Institut Teknologi Sepuluh Nopember Surabaya. She is currently preparing for a doctorate in statistics at Institut Teknologi Sepuluh Nopember Surabaya. Her research interests are in the areas of nonparametric regression, multivariate adaptive regression spline (MARS), Bayesian method, and spatial modeling
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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A hybrid model of spatial autoregressive-multivariate adaptive generalized Poisson regression spline
Yasmirullah, S. D. P., Otok, B. W., Purnomo, J. D. T. & Prastyo, D. D., 1 Sept 2023, In: Decision Science Letters. 12, 4, p. 721-728 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Comparison of Multivariate Adaptive Poisson Regression Spline and Multivariate Adaptive Generalized Poisson Regression Spline
Yasmirullah, S. D. P., Otok, B. W., Purnomo, J. D. T. & Prastyo, D. D., 19 May 2023, Proceedings of the International Conference on Advanced Technology and Multidiscipline, ICATAM 2021: "Advanced Technology and Multidisciplinary Prospective Towards Bright Future" Faculty of Advanced Technology and Multidiscipline. Widiyanti, P., Jiwanti, P. K., Prihandana, G. S., Ningrum, R. A., Prastio, R. P., Setiadi, H. & Rizki, I. N. (eds.). American Institute of Physics Inc., 020005. (AIP Conference Proceedings; vol. 2536).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Parameter Estimation of Spatial Error Model – Multivariate Adaptive Generalized Poisson Regression Spline
Yasmirullah, S. D. P., Otok, B. W., Purnomo, J. D. T. & Prastyo, D. D., 1 Aug 2023, In: Engineering Letters. 31, 3, p. 1265-1272 8 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Modification of Multivariate Adaptive Regression Spline (MARS)
Prihastuti Yasmirullah, S. D., Otok, B. W., Trijoyo Purnomo, J. D. & Prastyo, D. D., 19 Apr 2021, In: Journal of Physics: Conference Series. 1863, 1, 012078.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Multivariate adaptive regression spline (MARS) methods with application to multi drug-resistant tuberculosis (mdr-tb) prevalence
Yasmirullah, S. D. P., Otok, B. W., Purnlmo, J. D. T. & Prastyo, D. D., 26 Feb 2021, International Conference on Mathematics, Computational Sciences and Statistics 2020. Alfiniyah, C., Fatmawati & Windarto (eds.). American Institute of Physics Inc., 060019. (AIP Conference Proceedings; vol. 2329).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review