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Rahul Mondal edited this page Dec 7, 2020
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The wiki contains the theoretical concepts of various Statistical Methods, especially for bio-information analysis.
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Look at the right side of this page, there are sections of topics discussing each point technically and descriptively.
- Section-1 is about R (install, usage, basic commands).
- Section-2 refers to the pre-processing of Data being used for analysis.
- Section-3 describes the implementation of Statistical techniques in order to get beneficial information from data.
- Section-4 explains the possible use of Machine Learning, its types in R.
- Section-5 holds the implementation of these analyses with pictorial description.
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Pointing at the bottom end, you will find a road-map to perform general statistical analysis and Useful links section.
- FAQs are based on possible questions from users and commonly made mistakes.
- Useful links can provide the user with some other recommendations if they are more interested.
You can also visit : http://www.mpa.ovgu.de/index.php/statistical-analysis/
Programming Language R
- WHAT IS R?
WHY R? - Install R & RStudio
- Data Types & Their Modes
- Reading and Writing Data
- Data Wrangling with tidyr
User-Interface
Group Comparison of Variables within 2 Groups
Comparison of Multiple Groups
Group Comparison of Multivariate Data
Unsupervised Learning
Supervised Learning