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In the past

During my academic career as a professor at universities in Erfurt, Bremen, and Berlin I have primarily taught (applied) microeconomics courses including experimental and behavioral economics, finance, game theory, industrial organization, and labor economics, as well as quantitative methods: econometrics, statistics, and data science at all levels, from the Bachelor to the Ph.D.

Pre-recorded Lectures for Introduction to Statistics and Data Science

Here you find slides and pre-recorded lectures. Since I created these last year I may update some of the slide sets and even record new lectures during the ongoing semester. Session 1 Introduction to course and to data science and statistics slides Session 2 Reproducible Research with R, RStudio, and R Markdown slides Your browser does not support the video tag. Session 3 Exploratory Data Analysis and Data Vizualization I slides

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BA Thesis Seminar pre-recorded Session 01

slides

BA Thesis Topics

I am happy to supervise BA theses that fit into the following topics and research approaches. Any research question that requires quantitative data analytics IF you passed econometrics or were at least in the top 10% of your statistics course I recommend against writing a thesis that relies on the analysis of quantitative data if you lack the corresponding skills / knowledge Measuring ordinal heterogeneity Data visualization as a decision-making support tool

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Pre-recorded Videos for Introduction to Statistics and Data Science

Session 1 Reproducible Research with R, RStudio, and R Markdown slides Your browser does not support the video tag. Session 2 Exploratory Data Analysis and Data Vizualization I slides Your browser does not support the video tag. Exploratory Data Analysis and Data Vizualization II slides Your browser does not support the video tag. Session 3 Working with Data I slides Your browser does not support the video tag. Working with Data II slides

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Pre-recorded Videos for Introduction to Statistics and Data Science for Management (Part XI)

Session 13

Inference: Null Hypothesis Tests and Significance

Categorical Data: Estimation, Effect Size, and Margin of Error

slides

Categorical Data: Null Hypothesis Significance Tests

slides

Pre-recorded Videos for Introduction to Statistics and Data Science for Management (Part X)

Session 12

Inference: Null Hypothesis Tests and Significance

Null Hypothesis Significance Tests III - Continuous Data II

slides

Pre-recorded Videos for Introduction to Statistics and Data Science for Management (Part IX)

Session 11

Inference: Null Hypothesis Tests and Significance

Null Hypothesis Significance Tests III - Continuous Data I

slides

Pre-recorded Videos for Introduction to Statistics and Data Science for Management (Part VIII)

Session 10

Inference: Null Hypothesis Tests and Significance

Null Hypothesis Significance Tests

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Null Hypothesis Significance Tests in R

slides

Pre-recorded Videos for Introduction to Statistics and Data Science for Management (Part VII)

Session 9

Inference: Estimation of Population Parameters and their Margin of Error - Continuous Data

slides