This project contains files and code related to the manuscript "Scanning the Horizon: challenges and solutions for neuroimaging research." by Poldrack et al (2016). All code is available from [our GitHub repo][1]. **Figure 1** Jupyter notebook: [https://github.com/poldracklab/ScanningTheHorizon/blob/master/Figure1_Power/fig_power.ipynb][2] **Figure 2** Jupyter notebook: [https://github.com/poldracklab/ScanningTheHorizon/blob/master/Figure2_CorrSimulation/Correlation_simulation.ipynb][3] **Analysis of HCP effect sizes (Box 2)** Code: [https://github.com/poldracklab/ScanningTheHorizon/tree/master/Box2_EffectSize][4] **Analysis of multiple comparison corrections** Spreadsheet: [https://osf.io/tqhkc/][5] **Analysis of genetic associations (Box 1)** Spreadsheet: [https://osf.io/n9f3w/][6] [1]: https://github.com/poldracklab/ScanningTheHorizon [2]: https://github.com/poldracklab/ScanningTheHorizon/blob/master/Figure1_Power/fig_power.ipynb [3]: https://github.com/poldracklab/ScanningTheHorizon/blob/master/Figure2_CorrSimulation/Correlation_simulation.ipynb [4]: https://github.com/poldracklab/ScanningTheHorizon/tree/master/Box2_EffectSize [5]: https://osf.io/tqhkc/ [6]: https://osf.io/n9f3w/