Skills
Hard Skills
Languages
| German |
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| English |
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Programming languages
| R |
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| Python |
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| Mplus |
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Markup languages
| (R/Quarto)Markdown |
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| LaTex |
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Version control
| Git(Hub) |
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R (most used packages)
| readxl |
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| tidyverse |
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| knitr |
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| stringr |
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| rvest |
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Web applications
| Shiny |
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Distributions
| Anaconda |
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Source-code editors
| VS Code |
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| Rstudio |
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| Atom (†) |
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Other software
| Zotero |
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| yEd |
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| Pandoc |
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| MS Office |
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| SQL |
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| Docker |
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Regression
| Linear Regression |
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| Ordinal Regression |
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| Regression Trees |
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| Multilevel Analysis |
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| Time Series Analysis |
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Classification
| Logistic Regression |
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| Classification Trees |
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| Support Vector Machines |
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Clustering
| Partitioning Cluster Analysis |
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| Hierarchical Cluster Analysis |
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| Latent Class Analysis |
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Dimensionality reduction
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(Multiple) Corres- pondence Analysis |
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| Multidimensional Scaling |
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Exploratory/Confirmatory Factor Analysis |
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| Principal Component Analysis |
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Ensemble Methods
| Random Forest |
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Other Methods
| Structural Equation Modeling |
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| Web Scraping |
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(Permutational) Analysis of Variance |
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| Geocoding |
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| Network Analysis |
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Natural Language Processing |
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Softskills
self-discipline
quick thinking
high problem-solving competence
Self-management
Goal orientation
Reliability
High frustration tolerance
Communication skills
critical ability
ability to work in a team
resilience
Commitment
Initiative
Curiosity
Flexibility
Self-motivation
Self-reflection
Stress resistance
Sense of responsibility