TEACHING ACTIVITIES

The use of statistical software is central in all my teachingactivities. Classes are organized in demo sessions and group works. Short exercises or assignments are given to students and discussed together. 

You can find some of my teaching material here: https://salvatorecamilla.github.io/ 

Assistant professor - Statistics - @UU and @UCU, 2023 - present

• Sampling, Estimation and Inference (course coordinator, ex Survey Data Analysis)

• Conducting a Survey

• Applied Multivariate Statistics

• Summer School on Survey Research: Design, Implementation and Data Processing

• Summer School on Survey Research: Statistical Analysis and Estimation

Core Lecturer -Computational Social Science- @UvA-  Spring 22/23

• Digital interventions for behavioral change

• Statistics, Regression and text mining

TA - Text Mining and Sentiment Analysis with R (MSc in Eng.) - @UniBg -  A.Y. 20/21, 21/22, 22/23

• Web Scraping and APIs

• Sentiment Analysis (Dictionary approach and Naive Bayes)

• Topic Modelling (LDA, CTM, BTM, STM)

TA - Statistics for Management with Stata (MSc in Eng.) - @UniBg - A.Y. 21/22, 22/23

• Review of basic statistics and probability

• Hypothesis testing

• Correlation analysis, ANOVA and GLMs

TA - Advanced Business Statistics with SAS (MSc in Ita.) - @UniBg - A.Y. 19/20, 20/21, 21/22

• Data Visualization

• Hypothesis testing

• Control charts

• Process capability

TA - Statistics I with Excel (BSc in Ita.) - @UniBg - A.Y. 19/20, 20/21

• Descriptive Statistics

• Random Variables & Probability Distributions

• Probability & Bayes Theorem