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Rahul Mondal edited this page Dec 7, 2020 · 29 revisions

Statistics and Machine learning with R:

The wiki contains the theoretical concepts of various Statistical Methods, especially for bio-information analysis.

  • 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.
  • 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.

Roadmap

Here is a roadmap you can use if you are not sure how all of these comes together

Overview_V4 (1)


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