Creating a blog for related articles - Githubissues

uriahf / rtichoke

rtichoke - interactive visualizations for performance of predictive models

https://uriahf.github.io/rtichoke/

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Creating a blog for related articles #12

Open uriahf opened 3 years ago

uriahf commented 3 years ago

Good documentation for {rtichoke} might be a coverage of statistical articles that are related to performance metrics. The {distill} package should be used for this purpose.

Some important articles about the subject are:

A simple, step-by-step guide to interpreting decision curve analysis

uriahf commented 2 years ago

Category: Strategies for choosing Probability Threshold

uriahf commented 2 years ago

Net Benefit when resources are in scarce

https://twitter.com/VickersBiostats/status/1476606896203259913?t=PwTG0_vPW0tDHzrXjcNPiA&s=19

uriahf commented 2 years ago

Role of confidence interval, what is the motivation?

uriahf commented 2 years ago

https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-019-1425-3

uriahf commented 2 years ago

My journey from Haifa University to Clalit Research Institue: general concept: how stuff I learned at Haifa University helped me in CRI

A-parametric (It is kind of stupied) -> Article
Utility functions (It is no use) -> Decision Curve
Short lecture about causality -> Causal Inference
statistical learning (I don't really need statistics, ML solves everything)- cpi (Mistake I made on a presentation?)
R - rtichoke

Possible directions:

How the stuff I learned at Uni helped me build rtichoke ? (self-centered)
How the stuff I learned at Uni helped me in CRI (organization-centered)

uriahf commented 2 years ago

Using rtichoke with python (plumber)