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A. Kelava

3 papers hereh-index 232.4k citations76 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME3

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedForecasting intra-individual changes of affective states taking into account inter-individual differences using intensive longitudinal data from a university student drop out study in math

8 citations · 8 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2026

Reconciling Latent Variables and Networks: Exploring and extending the Psychometric-Toolbox

Kevin Kistermann, Vivato V. Andriamiarana, Augustin Kelava

Since the introduction of network psychometrics, several connections to statistical models in "classical" psychometrics (i.e., IRT, SEM, GLM) as well as to approaches from other re…

stat.ME2025

Frequentist forecasting in regime-switching models with extended Hamilton filter

Kento Okuyama, Tim Fabian Schaffland, Pascal Kilian +2

Psychological change processes, such as university student dropout in math, often exhibit discrete latent state transitions and can be studied using regime-switching models with in…

stat.ME2021★ 8 cited

Forecasting intra-individual changes of affective states taking into account inter-individual differences using intensive longitudinal data from a university student drop out study in math

Augustin Kelava, Pascal Kilian, Judith Glaesser +2

The longitudinal process that leads to university student drop out in STEM subjects can be described by referring to a) inter-individual differences (e.g., cognitive abilities) as…

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