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christopheraden

HN member
Joined
Tue, Feb 12, 2013, 3:24 PM UTC
HN karma
292
Public activity
125 items

About christopheraden

Data Scientist in Silicon Valley.

Programmers have unit tests, statisticians have model checking. Be careful! A disregard for a model's underlying assumptions can invalidate the conclusion.

Email: christopherBaden at gmail.

Known Languages: C (used infrequently), Python (used somewhat regularly), R (used daily), SAS (thankfully, used infrequently), SQL (used daily), Profanity (used daily).

Statistical Interests: Computational statistics, Bayesian inference, "embarrassingly parallel" statistical algorithms.

Applied Interests: Fraud, Data Science, Experimental Design, Interpretable Machine Learning

Favorite Reading Topics: The Hadleyverse (and most other R topics), parallel/concurrent programming, machine learning, applied statistical analyses

Religion: Bayesian

Recent public activity

  1. comment
    Comment #21287824

    The Ashley Madison Breach comes to mind. If the core demographic cares about not wanting their data on the platform to get out, they will vote with their feet. That said, I think t…

  2. comment
    Comment #21070867

    > Have fun explaining to your spouse why your household's TV is showing more dating site ads than that of their friends. The targeting is sometimes only _so_ good. While it works i…

  3. comment
    Comment #18683680

    > I feel like this argument should be a class of fallacy. Lots of things have "existed" for a long time, but that doesn't mean previous iterations were effective. This is pretty cl…

  4. comment
    Comment #14404640

    While it is a policy issue at its core, changing law and policy moves at a glacial pace, and it's not even a certainty that it'll get changed at all (the "nothing to hide" defense …

  5. comment
    Comment #14248603

    Sure, using hypothesis tests could pick out some of the structured examples in the Datasaurus, but in practice, things are often more subtle. Goodness of Fit tests to check for nor…

  6. comment
    Comment #11656596

    A couple questions. > OLS works fine in classification problems. And it has advantages. Do you have more explanation of these advantages? I read through the link you sent, and a bi…

  7. comment
    Comment #10469125

    What about something ala Neovim? I've only ever looked at Tex from the perspective of a user (I don't program my own macros too often), so I don't know how hard it'd be, but why no…

  8. comment
    Comment #10389963

    I use SAS professionally at my job, and R in all my academic/hobby work. R has a couple packages that give similar functionality as PROC SQL (about 95% of my SAS workflow, since it…

  9. comment
    Comment #10224093

    >What kind of negative effect might result from a bunch of unqualified high school teachers teaching CS poorly? Is some exposure better than none regardless of teaching quality? Is…

  10. comment
    Comment #10223773

    I agree it's a barrier to have such crazy prices, but there are free resources available, especially on a topic as popular as Grammar of Graphics. Hadley Wickham (in my mind, synon…

  11. comment
    Comment #10195815

    Excellent! I guess now is the time for me to finally make the move over to El Capitan, since your usage seems pretty similar to mine. Thanks!

  12. comment
    Comment #10195717

    Can anyone comment if the GM fixes the battery problems Beta 1 had? I was on the first beta awhile back, and my 2012 rMBP got about an hour battery life (I usually get closer to ~3…

  13. comment
    Comment #10017360

    On twitter, the common way to refer to R is rstats, which seems to work okay. See: https://twitter.com/hashtag/rstats

  14. comment
  15. comment
    Comment #10012579

    Tufte-Latex, mentioned in the article, is a really nice template that produces some gorgeous Latex handouts with very little effort (I've used it a couple times when I wanted somet…

  16. comment
    Comment #9940158

    Fixxer, I totally agree that it's great that one be capable of doing these things, but sometimes it's not as important as other things that could be taught. Like acbart, sometimes …

  17. comment
    Comment #9939018

    Very well deserved! With Anaconda, I just tell my students to download a quick installer, slap on iPython or PyCharm, and it's ready to go. It's one less thing to worry about! The …

  18. comment
    Comment #9918772

    Definitely agree. Part of the problem is that data science doesn't have nearly the same formalism in its definition that statistics does. What's the difference between BI's, Data M…

  19. comment
    Comment #9895435

    I guess mine is sort of an anti-food-related math concept, then! https://en.wikipedia.org/wiki/No_free_lunch_theorem

  20. comment
    Comment #9815847

    I come from the world of biostatistics, where diagnostic tests are usually measured in terms of Sensitivity (probability of Predicting Evil, given actually Evil, same as Precision)…

  21. comment
    Comment #9815807

    They hint at withholding data ("The same logic applies when it comes time to splitting our data into training and validation sets"), though they don't outright mention cross-valida…

  22. comment
    Comment #9443768

    Most likely http://en.wikipedia.org/wiki/Design_of_experiments

  23. comment
    Comment #9321962

    Thank you for posting the data--it makes it easier for us to follow along at home. I've written something up where I used tenure instead of the ranks. http://christopheraden.github…

  24. comment
    Comment #9319679

    Depends on whether you represent sick-time as continuous or discrete. Zipf's Law takes support on the integers, whereas the Exponential takes support on all positive reals.

  25. comment
    Comment #9319430

    This is an interesting application of statistics! I'm surprised how well the sick-time ranking correlates with the sick times. Intuitively, I'd imagine we'd expect correlation betw…