Research tools to look into
YouTube video Statistics - A full lecture to learn Data Science by DATAtab great as a first step
For Probability there is a book by Purdue University Professor, Introduction to Probability for Data Science by Stanley H. Chan which is great for learning Probability for Data Science and is for Absolute Beginners.
practical statistics for data science
no starch R: hands on with R quickly, read Hands on programming with R
https://onlinelibrary.wiley.com/doi/10.1002/jrsm.1626
https://doi.org/10.1002/jrsm.1626
Cross-National Analysis of Opioid Prescribing Patterns: Enhancements and Insights from the OralOpioids R Package in Canada and the United States
How to draw path diagrams?
Many different software can be used to draw path diagrams such as Powerpoint, Word, OmniGaffle, ect. For the ease of use, we recommend the online program WebSEM (https://websem.psychstat.org), which allows researchers to do SEM online, even on a smart phone. In addition, the drawn path diagram can be estimated using the uploaded/provided data (WebSEM). A simpler version of such program can be found at http://semdiag.psychstat.org.
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