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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

Thesis Topics

I am happy to supervise theses that fit into the following topics and research approaches:

  • Measuring ordinal heterogeneity
  • Data visualization as a decision-making support tool
  • Trust
  • Reciprocity
  • Procedural Fairness
  • Responsibility Alleviation
  • Gender or Age Discrimination
  • Bounded rationality
  • Satisficing
  • Luck and Success
  • Managerial overconfidence in corporate finance
  • Wages

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

slides

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

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

Session 8

Probability Distributions and the Central Limit Theorem II

slides

Probability Distributions and the Central Limit Theorem III

slides