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1

Modern statistical tools for inference and prediction of infectious diseases using mathematical models

Dattner, Itai, Huppert, Amit

Journal:

Statistical Methods in Medical Research

Year:

2018

Language:

english

File:

PDF, 106 KB

english, 2018

2

A two-stage approach for estimating the parameters of an age-group epidemic model from incidence data

Yaari, Rami, Dattner, Itai, Huppert, Amit

Journal:

Statistical Methods in Medical Research

Year:

2017

Language:

english

File:

PDF, 802 KB

english, 2017

3

Adaptive quantile estimation in deconvolution with unknown error distribution

Dattner, Itai, Reiß, Markus, Trabs, Mathias

Journal:

Year:

2016

Language:

english

File:

PDF, 471 KB

english, 2016

4

Optimal rate of direct estimators in systems of ordinary differential equations linear in functions of the parameters

Dattner, Itai, Klaassen, Chris A. J.

Journal:

Electronic Journal of Statistics

Year:

2015

Language:

english

File:

PDF, 438 KB

english, 2015

5

Modelling and parameter inference of predator–prey dynamics in heterogeneous environments using the direct integral approach

Dattner, Itai, Miller, Ezer, Petrenko, Margarita, Kadouri, Daniel E., Jurkevitch, Edouard, Huppert, Amit

Journal:

Journal of The Royal Society Interface

Year:

2017

Language:

english

File:

PDF, 386 KB

english, 2017

6

A model-based initial guess for estimating parameters in systems of ordinary differential equations

Journal:

Year:

2015

Language:

english

File:

PDF, 252 KB

english, 2015

7

A Guided FP-Growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data

Shabtay, Lior, Fournier-Viger, Philippe, Yaari, Rami, Dattner, Itai

Journal:

Information Sciences

Year:

2020

File:

PDF, 1.82 MB

2020

8

Separable Nonlinear Least-Squares Parameter Estimation for Complex Dynamic Systems

Dattner, Itai, Ship, Harold, Voit, Eberhard O.

Journal:

Year:

2020

File:

PDF, 1.38 MB

2020

9

Differential equations in data analysis

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Year:

2020

File:

PDF, 2.15 MB

2020

10

Time-course window estimator for ordinary differential equations linear in the parameters

Vujačić, Ivan, Dattner, Itai, González, Javier, Wit, Ernst

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 374 KB

english, 2015

11

Application of one-step method to parameter estimation in ODE models

Dattner, Itai, Gugushvili, Shota

Journal:

Statistica Neerlandica

Year:

2018

Language:

english

File:

PDF, 770 KB

english, 2018

12

Consistency of direct integral estimator for partially observed systems of ordinary differential equations

Vujačić, Ivan, Dattner, Itai

Journal:

Statistics & Probability Letters

Year:

2017

Language:

english

File:

PDF, 334 KB

english, 2017

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