Found 3 comments on HN
There's also "The Book of Why", which is a pop-sci-ish book by Pearl and Dana Mackenzie. It contained just enough math and examples to get me really excited for causal inference, so I just bought "Causal inference in statistics" to see the theory in detail. If you want to learn what causal inference is about, but don't necessarily want to wade through a textbook immediately, I highly recommend "The Book of Why".

mindcrime · 2018-07-13 · Original thread
A few recommedations:

1. Black Like Me - John Howard Griffin -

2. More Matrix and Philosophy - William Irwin (ed) -

3. Godel, Escher, Bach: An Eternal Golden Braid - Douglas Hofstadter -,_Escher,_Bach

4. The New Jim Crow - Michelle Alexander -

5. Capitalism: The Unknown Ideal - Ayn Rand -

6. The Fountainhead - Ayn Rand -

7. The Book of Why: The New Science of Cause and Effect - Judea Pearl -

8. The Education of Millionaires - Michael Ellsberg -

9. The Silent Corner, The Whispering Room, and The Crooked Staircase - Dean Koontz -

10. Godel's Proof - Ernest Nagel & James Newman -

11. After Dark - Haruki Murakami -

halhen · 2018-07-06 · Original thread
I'm not well rounded enough to draw a clear path from where you are. For me Gelmans Data Analysis Using Regression and Multilevel/Hierarchical Models [0] drove home many, many points. More recently, I have a sense/hope that Pearl's The Book of Why [1] might take this to yet another level.

[0] [1]

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