Great video tutorial! You might be interested in some interactive demos on basic stats which I made in Python with SciPy and Matplotlib. They allow the user to play around with adding data points, in order to get an intuitive feel for how the normal distribution, t-tests and correlation behave. A video showing the demos in action is in my YouTube channel. It doesn't appear to be possible to link to it directly from this comment.
This is nice, but unfortunately scipy/numpy is lacking good statistical features. It has only rudimentary features like oneway ANOVA, but is lacking nested features or even FDR tests. R is far better for this. Unfortunately R is terrible for writing scripts.
@Ramshobraja Thanks for watching the video. Yes, NumPy/SciPy needs more statistics routines. It would be great to get more statisticians involved in the project. There is plenty of room to improve.
Thanks for the tutorial.
The EPD free distribution v 7.1.2 doesnt seem to have the xlrd module. I had to install it separately
thyagtubes 2 months ago
Great video tutorial! You might be interested in some interactive demos on basic stats which I made in Python with SciPy and Matplotlib. They allow the user to play around with adding data points, in order to get an intuitive feel for how the normal distribution, t-tests and correlation behave. A video showing the demos in action is in my YouTube channel. It doesn't appear to be possible to link to it directly from this comment.
raizadateaching 1 year ago
Comment removed
raizadateaching 1 year ago
Great tutorial!
This is nice, but unfortunately scipy/numpy is lacking good statistical features. It has only rudimentary features like oneway ANOVA, but is lacking nested features or even FDR tests. R is far better for this. Unfortunately R is terrible for writing scripts.
Ramshobraja 1 year ago
@Ramshobraja Thanks for watching the video. Yes, NumPy/SciPy needs more statistics routines. It would be great to get more statisticians involved in the project. There is plenty of room to improve.
teoliphant 1 year ago
Fantastic video! Really helpful.. :-D
shriv29 1 year ago