Main analytical software I use
Basically, nowadays I’m doing all my analyses in R, using the following techniques:
- Generalized Linear Regression (GLM)
- Generalized Linear Mixed-Effects Model (GLMER)
- Structural Equations Modeling (SEM)
- Automated content analysis / text mining
- Topic modeling
- Factor / component analysis (including HOMALS and correspondence analysis)
- Network analysis (ERGM)
- Machine Learning (supervised, unsupervised)
- Social media data collection (Facebook, Twitter, Instagram)
- Multi-dimensional scaling techniques (MDS)
- Web scraping and web crawling
- Survey design
- Longitudinal analysis:
- Panel design
- Repeated cross-sectional design
- Time series analysis
- Growth curve analysis
I have experience with the following software packages:
- R and Rstudio
- SPSS
- MLWin
- Pajek
- UCINet
- MS Access/SQL
- Limesurvey
- Qualtrics