- NOTES
- Bayesian
- Data Science
- Descriptive Statistics
- GLM
- P-Values
- Statistics
- Time Frequency Analysis
- TimeSeries
- SPSS-GNU-PSPP
- The independent variable is placed on the horizontal (X) axis. The dependent variable is placed on the vertical (Y) axis.
- When significant differences are missed, https://www.statisticsdonewrong.com/significant-differences.html
- Book: Regression Models for Data Science in R by Prof. Brian Caffo.
- Logistic Regression Fundamentals.
- Cohort Analysis with Python.
- Why a Mathematician, Statistician, & Machine Learner Solve the Same Problem Differently.
- Using Statistical Regression : http://www.restore.ac.uk/srme/www/fac/soc/wie/research-new/srme/index.html
- Introduction to (Linear Regression](https://github.com/justmarkham/DAT4/blob/master/notebooks/08_linear_regression.ipynb)
- https://en.wikipedia.org/wiki/Degrees_of_freedom_(statistics)
- http://christopherroach.com/articles/statistics-for-hackers/
- http://www.statmethods.net/stats/anova.html
- http://www.scipy-lectures.org/_downloads/PythonScientific.pdf
- http://www.scipy-lectures.org/packages/statistics/index.html
- Bayesian Statistics explained to Beginners: https://www.analyticsvidhya.com/blog/2016/06/bayesian-statistics-beginners-simple-english
- https://en.wikipedia.org/wiki/Data_binning
- ThinkStats2 by Allen Downey: http://allendowney.blogspot.de/2017/01/last-batch-of-notebooks-for-think-stats.html
- Quartile: https://en.wikipedia.org/wiki/Quartile
- Learn About Descriptive Statistics: http://learninglover.com/blog/?p=1044
- http://www.ats.ucla.edu/stat/spss/library/sp_glm.htm
- WSFACTORS, http://www.ats.ucla.edu/stat/spss/examples/da/daspss18.htm
- The problem with p-values, https://aeon.co/essays/it-s-time-for-science-to-abandon-the-term-statistically-significant
- https://en.wikipedia.org/wiki/Standard_deviation
- https://www.quora.com/What-are-some-examples-of-mistakes-caused-by-assuming-normally-distributed-data-in-real-world-applications
- Avoiding Common Mistakes with Time Series :: https://www.opendatascience.com/blog/avoiding-common-mistakes-with-time-series/
- Calculate time series in a spreadsheet :: http://www.excelforum.com/excel-general/471757-calculating-time-difference-over-midnight.html
SPSS-GNU-PSPP
- https://mikebyrnehfhci.wordpress.com/2015/08/03/translating-spss-to-r-mixed-repeated-measures-anova/
- https://www.gnu.org/software/pspp/faq.html
- GNU PSPP Statistical Analysis Software Users’ Guide, Release 0.10.2: http://www.gnu.org/software/pspp/manual/pspp.pdf
- https://mikebyrnehfhci.wordpress.com/2015/08/03/translating-spss-to-r-mixed-repeated-measures-anova/
- PSPP-convert, https://www.gnu.org/software/pspp/manual/html_node/Invoking-pspp_002dconvert.html
- NOT implemented: https://www.gnu.org/software/pspp/manual/html_node/Not-Implemented.html
- Converting SPSS Syntax Files into SPSS Data Files: http://wiki.q-researchsoftware.com/wiki/Converting_SPSS_Syntax_Files_into_SPSS_Data_Files
- SPSS basics: http://ssc.wisc.edu/sscc/pubs/spss/classintro/spss_students1.html
- Import data into SPSS: http://libguides.library.kent.edu/SPSS/ImportData