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Hello everyone,
My name is Maggie Chopra. I am an MD/PhD student who just completed my first two years of medicine and transitioned to full-time graduate studies in the Experimental Medicine progr…
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https://arxiv.org/abs/1703.06490v1
> Access to electronic health records (EHR) data has motivated computational advances in medical research. However, various concerns, particularly over privacy, c…
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I've recently begun using the hyppo library for multivariate hypothesis testing and I am appreciating the comprehensiveness and ease-of-use it provides.
As datasets continue to grow in size and comp…
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**Objective**
Develop an efficient method to compute the statistics s(c) for a given non-linear n-dimensional function f(x, y) with dependent variables x and y, such that F(f(s(x), s(y))) = s(c) whil…
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The ensemble of model realizations is commonly used to estimate statistics such as P50, P90, and P10.
To assess the reliability of these estimates, I propose implementing a cross-validation method th…
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**code for drawing conv architectures**
https://github.com/vdumoulin/conv_arithmetic
example:
http://iamaaditya.github.io/2016/03/one-by-one-convolution/
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This issue proposes a streaming architecture for MCMC on models with large memory footprint.
The problem this addresses is that, in models with high-dimensional latents (say >1M latent variables), …
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add a partially robust sandwich estimator for clusters or GEE
similar #3495 it is only misspecification robust to part of the covariance
I didn't look at details, my context is regularized, penali…
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Some quick brainstorming after taking into account what @lwjohnst86 @SaraMati discussed in https://github.com/UofTCoders/council/issues/286
1. Programming in Python:
- Basics (data structures, fu…
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Here's a method they use for the xgboost paper https://arxiv.org/abs/1603.02754:
> Since a tree based model is better at handling continuous features, we preprocess the data by calculating the sta…