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dsapp-reading-group

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Proceedings of the Center for Data Scientists arguing (about) Public Papers

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# dsapp-reading-group
Proceedings of the Center for Data Scientists arguing (about) Public Papers

# Reading schedule 
|Date| Paper| Link| Presenter|
|-----|:---------------------:|:-----------:|:---------------------:|
06/28 | Planning Discussion |`TBD`| All|
07/05 | *Lack of group-to-individual generalizability is a threat to human subjects research* | [Link](http://www.pnas.org/content/early/2018/06/15/1711978115)| Iván |
07/12 | *Mixed-effects random forest for clustered data* | [Link](https://www.tandfonline.com/doi/full/10.1080/00949655.2012.741599?scroll=top&needAccess=true) | Cristoph |
07/19 |  *Statistically Controlling for Confounding Constructs Is Harder than You Think* |  [Link](http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0152719)*|    Erika   |
07/26 | *A Generalization Error for Q-Learning* | [Link](http://www.jmlr.org/papers/volume6/murphy05a/murphy05a.pdf)  |  Jeremy  |
08/02 |*Statistics and Causal Inference*|[Link](https://www.jstor.org/stable/2289064?seq=1#page_scan_tab_contents) | Iván
08/23 |*The Tyranny of Data? The Bright and Dark Sides of Data-Driven Decision-Making for Social Good*| [Link](https://link.springer.com/chapter/10.1007/978-3-319-54024-5_1) | Erica
08/30 |*Targeted maximum likelihood estimation for causal inference in observational studies*| [Link](https://www.ncbi.nlm.nih.gov/pubmed/27941068) | Iván
09/06 |*Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction* | [Link](http://papers.nips.cc/paper/5957-mind-the-gap-a-generative-approach-to-interpretable-feature-selection-and-extraction.pdf)  | Eddie
09/13 |*A Dynamic Pipeline for Spatio-Temporal Fire Risk Prediction* |[Link](http://www.kdd.org/kdd2018/accepted-papers/view/a-dynamic-pipeline-for-spatio-temporal-fire-risk-prediction) | Avishek
09/20|*Comparing cluster-level dynamic treatment regimens using sequential, multiple assignment, randomized trials: Regression estimation and sample size considerations* | [Link](https://arxiv.org/pdf/1607.04039.pdf) | Jeremy

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