Itai Dattner
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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
I Dattner, Y Goldberg, G Katriel, R Yaari, N Gal, Y Miron, A Ziv, R Sheffer, ...
PLoS computational biology 17 (2), e1008559, 2021
Optimal rate of direct estimators in systems of ordinary differential equations linear in functions of the parameters
I Dattner, CAJ Klaassen
Electronic Journal of Statistics 9 (2), 1939-1973, 2015
On deconvolution of distribution functions
I Dattner, A Goldenshluger, A Juditsky
The Annals of Statistics, 2477-2501, 2011
Modelling and parameter inference of predator–prey dynamics in heterogeneous environments using the direct integral approach
I Dattner, E Miller, M Petrenko, DE Kadouri, E Jurkevitch, A Huppert
Journal of The Royal Society Interface 14 (126), 20160525, 2017
Adaptive quantile estimation in deconvolution with unknown error distribution
I Dattner, M Reiß, M Trabs
Bernoulli 22 (1), 143-192, 2016
Time-course window estimator for ordinary differential equations linear in the parameters
I Vujačić, I Dattner, J González, E Wit
Statistics and Computing 25 (6), 1057-1070, 2015
A model‐based initial guess for estimating parameters in systems of ordinary differential equations
I Dattner
Biometrics 71 (4), 1176-1184, 2015
Estimation of distribution functions in measurement error models
I Dattner, B Reiser
Journal of Statistical Planning and Inference 143 (3), 479-493, 2013
Statistical properties of the Hough transform estimator in the presence of measurement errors
I Dattner
Journal of Multivariate Analysis 100 (1), 112-125, 2009
Accelerated least squares estimation for systems of ordinary differential equations
I Dattner, S Gugushvili
arXiv preprint arXiv:1503.07973, 2015
A two-stage approach for estimating the parameters of an age-group epidemic model from incidence data
R Yaari, I Dattner, A Huppert
Statistical methods in medical research 27 (7), 1999-2014, 2018
Deconvolution of P (X< Y) with supersmooth error distributions
I Dattner
Statistics & Probability Letters 83 (8), 1880-1887, 2013
Modern statistical tools for inference and prediction of infectious diseases using mathematical models
I Dattner, A Huppert
Statistical methods in medical research 27 (7), 1927-1929, 2018
Application of one‐step method to parameter estimation in ODE models
I Dattner, S Gugushvili
Statistica Neerlandica 72 (2), 126-156, 2018
Consistency of direct integral estimator for partially observed systems of ordinary differential equations
I Vujačić, I Dattner
Statistics & Probability Letters 132, 40-45, 2018
A guided FP-Growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data
L Shabtay, P Fournier-Viger, R Yaari, I Dattner
Information Sciences 553, 353-375, 2021
simode: R Package for statistical inference of ordinary differential equations using separable integral-matching
R Yaari, I Dattner
arXiv preprint arXiv:1807.04202, 2018
A Guided FP-growth algorithm for multitude-targeted mining of big data
L Shabtay, R Yaari, I Dattner
arXiv preprint arXiv:1803.06632, 2018
Separable nonlinear least-squares parameter estimation for complex dynamic systems
I Dattner, H Ship, EO Voit
Complexity 2020, 2020
A statistical methodology for data-driven partitioning of infectious disease incidence into age-groups
R Yaari, A Huppert, I Dattner
arXiv preprint arXiv:1907.03441, 2019
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