Data Analysis for Life Scientists
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- Data Analysis for Life Scientists
Curriculum
- 7 Sections
- 24 Lessons
- Lifetime
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- Getting ready2
- Excel — the Swiss Army Knive for Data Analysis5
- Data Exploration4
- Signal Preprocessing4
- Probability Distributions and Hypothesis Testing6
- 5.2Randomness and Probabilities10 Minutes
- 5.3Common Probability Distributions15 Minutes
- 5.4ANOVA and Co. for Comparing Data Groups25 Minutes
- 5.5The Problem of Multiple Comparisons5 Minutes
- 5.6Error Bars — Descriptive or Inferential?10 Minutes
- 5.7Test yourself Probability — Distributions and Hypothesis Testing5 Questions
- Data Modelling with Regression & Co.7
- 6.1Linear Regression15 Minutes
- 6.2Multivariate Linear Regression15 Minutes
- 6.3Nonlinear Regression15 Minutes
- 6.4Weighted Regression (incl. Robust Regression)25 Minutes
- 6.5Interpreting Results from Least-Square Regression15 Minutes
- 6.6Logistic regression / Quantal response regression15 Minutes
- 6.7Test yourself — Data Modelling with Regression & Co.5 Questions
- Get Your Certificate1