Selected Publications
Dattner I., Gugushvili S., Laskorunskyi, O. (2023). Model Selection for Ordinary Differential Equations: a Statistical Testing Approach. https://arxiv.org/abs/2308.16438
Dattner I. (2023). Modeling Motion Dynamics in Psychotherapy: a Dynamical Systems Approach. https://arxiv.org/abs/2307.10992
Spitzer M., Dattner I., Zilcha-Mano S. (2023). Digital Twins and the Future of Precision Mental Health. Frontiers Psychiatry, Sec. Computational Psychiatry, Volume 14 – 2023
Ship H., Shindin E., Boni O., Dattner I. (2022). A Robust Server-Effort Policy for Fluid Processing Networks. Accepted to the 61st IEEE Conference on Decision and Control.
Yaari R, Huppert A, Dattner I. Data-driven clustering of infectious disease incidence into age groups. Statistical Methods in Medical Research. 2022;31(12):2486-2499. doi:10.1177/09622802221129041
Dattner I., Gal R., Goldberg Y., Goldshtein I., Huppert A., Kenett R. S., Manor O., Pfeffermann D., Schechtman E., di Serio C., Steinberg D. (2022). The Role of Statisticians in the Response to COVID-19 in Israel – A Holistic Point of View; Israel Journal of Health Policy Research
Dattner I., Goldberg Y., Katriel H., Yaari R., Gal N., Miron Y., Ziv A., Hamo Y., Huppert A. (2021). The role of children in the spread of COVID-19: Using household data from Bnei Brak, Israel, to estimate the relative susceptibility and infectivity of children; PLOS Computational Biology 17(2): e1008559.
Shabtay L., Fournier-Viger P., Yaari R., Dattner I. (2021). A guided FP-Growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data; Information Sciences,Volume 553,2021,Pages 353-375.
Dattner I. (2020). Differential equations in data analysis; WIREs Computational Statistics. https://doi.org/10.1002/wics.1534.
Dattner I., Ship H., Voit E. O. (2020). Separable nonlinear least-squares parameter estimation for complex dynamic systems; Complexity, vol. 2020, Article ID 6403641, https://doi.org/10.1155/2020/6403641.
Yaari R., Dattner I. (2019). simode: R Package for statistical inference of ordinary differential equations using separableintegral-matching; Journal of Open Source Software, 4(44), 1850, https://doi.org/10.21105/joss.01850.
Dattner I., Gugushvili S. (2018). Application of one-step method to parameter estimation in ODE models, Statistica Neerlandica, Vol. 72, Issue 2, 126-156.
Dattner I., Huppert A. (2018). Editorial: Modern statistical tools for inference and prediction of infectious diseases using mathematical models, Statistical Methods in Medical Research, Vol. 27, Issue 7, 1999-2014.
Yaari R., Dattner I., Huppert A. (2018). A two-stage approach for estimating the parameters of an age-group epidemic model from incidence data, Statistical Methods in Medical Research, Vol. 27, Issue 7, 1999-2014.
Vujacic I., Dattner I. (2018). Consistency of direct integral estimator for partially observed systems of ordinary differential equations, Statistics and Probability Letters, Vol.132, 40-45.