Fabian Dunker

activity

20172022

most citedNonparametric Identification of Random Coefficients in Endogenous and Heterogeneous Aggregate Demand Models

6 citations · 6 across the 3 of their papers we have counts for

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2 papers · 1 filter

stat.ME2021

Regularized Maximum Likelihood Estimation for the Random Coefficients Model

Fabian Dunker, Emil Mendoza, Marco Reale

The random coefficients model $Y_{i} = β_{0}_{i} + β_{1}_{i} X_{1}_{i} + β_{2}_{i} X_{2}_{i} + \dots + β_{d}_{i} X_{d}_{i}$ , with $X_{i}$ , $Y_{i}$ , $β_{i}$ i.i.d, and $β_{i}$ independent of…

stat.ME2017

Asymptotic Distribution and Simultaneous Confidence Bands for Ratios of Quantile Functions

Fabian Dunker, Stephan Klasen, Tatyana Krivobokova

Ratio of medians or other suitable quantiles of two distributions is widely used in medical research to compare treatment and control groups or in economics to compare various econ…