Daniel Czarnowske

I am an Econometrician at Heinrich-Heine University Düsseldorf and a Nonresident Postdoctoral Research Scholar at the USC Schaeffer Institute. I specialize in both theoretical and applied econometrics, with a primary focus on panel and network data econometrics. I received my PhD from the Heinrich-Heine University Düsseldorf.

Research

Inference for Fixed Effects Estimators when Panels are Unbalanced

With Amrei Stammann. Working paper, 2026.

[pdf] [arxiv]

Inference in Unbalanced Panel Data Models with Interactive Fixed Effects

With Amrei Stammann. Econometric Reviews, 2026.

[pdf] [arxiv] [doi]

(Debiased) Inference for Fixed Effects Estimators with Three-Dimensional Panel and Network Data

With Amrei Stammann. Working paper, 2025.

[pdf] [arxiv]

The Effects of Flipped Classrooms in Higher Education: A Causal Machine Learning Analysis

With Florian Heiss, Theresa M. A. Schmitz, and Amrei Stammann. Working paper, 2025.

[pdf] [arxiv]

Medicare Part D Beneficiaries' Self-reported Barriers to Switching Plans and Making Plan Comparisons at All

With Wändi Bruine de Bruin, Nathan Hodson, Lila Rabinovich, Florian Heiss, Joachim Winter, Amelie Wuppermann, and Daniel McFadden. Health Affairs Scholar 2(11), 2024.

[pdf] [doi]

Latent Unbalancedness in Three-Way Gravity Models

With Amrei Stammann. Economics Letters 220, 2022.

[pdf] [arxiv] [doi]

A Classifier-Lasso Approach for Estimating Production Functions with Latent Group Structures

Solo-authored. Working paper, 2022.

[pdf] [arxiv]

Fixed Effects Binary Choice Models: Estimation and Inference with Long Panels

With Amrei Stammann. Working paper, 2019 (latest version 2020).

[pdf] [arxiv]

Software

alpaca

Fit GLM's with high-dimensional k-way fixed effects. With Amrei Stammann.

[cran] [github]

bife

Binary choice models with fixed effects. With Amrei Stammann, Florian Heiss, and Daniel McFadden.

[cran] [github]

InteractiveEffects

Linear panel regression models with interactive fixed effects in balanced and unbalanced panels. Companion to Czarnowske and Stammann (2026).

[github]