Im Rahmen der Außenhandelsstatistik wird der Warenverkehr zwischen Deutschland und den anderen Mitgliedstaaten der Europäischen Union durch eine Befragung von Unternehmen erfasst. Neue innovative Verfahren und technischer Fortschritt im Statistischen Bundesamt und auf europäischer Ebene haben...

We derive wage equations with individual specific coefficients from a structural model of human capital investment over the life cycle. This model allows for interruptions in labour market participation and deals with missing data and attrition problems. We propose a new framework that deals...

Data is an essential fuel for artificial intelligence (AI) to power the underlying machine learning (ML) algorithms. Missing data is common in most real-world datasets due to measurement errors, non-responses, and human errors during the data collection, which can ultimately lead to reduced...

The prevailing consensus in statistical literature is that multiple imputation is generally the most suitable method for addressing missing data in statistical analyses, whereas a complete case analysis is deemed appropriate only when the rate of missingness is negligible or when the missingness...

Consumption taxes are a crucial revenue source for EU Member States, yet they also potentially have non-negligible impact on income distribution. The EU's tax-benefit microsimulation model, EUROMOD, has recently been extended to simulate consumption taxes (CT) across all 27 EU countries allowing...

Im Rahmen der Außenhandelsstatistik wird der Warenverkehr zwischen Deutschland und den anderen Mitgliedstaaten der Europäischen Union durch eine Befragung von Unternehmen erfasst. Neue innovative Verfahren und technischer Fortschritt im Statistischen Bundesamt und auf europäischer Ebene haben...

We propose an observation-driven dynamic common factor model for missing value imputation in high-dimensional panel data. The model exploits both serial and cross-sectional information in the data and can easily cope with time-variation in conditional means and variances, as well as with either...

We derive wage equations with individual specific coefficients from a structural model of human capital investment over the life cycle. This model allows for interruptions in labour market participation and deals with missing data and attrition problems. We propose a new framework that deals...