The Turrón Experiment
The turrón experiment is a short project that Eva and I set ourselves to do in our free time, with the only purpose of learning how to properly conduct a scientific experiment, including things like:
- experimental design
- specifying our question
- putting it in the form of null hypothesis and alternative hypothesis
- defining the relevant variables
- controlling for confounding factors
- choosing in advance the best statistical test and doing a power analysis
- data collection
- data analysis
- processing with tools like pandas
- plotting with matplotlib and seaborn
- statistical tests with statsmodels and sklearn
- reporting
You can read the full report, the general FAQ, check the data and run the code at: