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| 1 | +@article{pillow2005prediction, |
| 2 | + title={Prediction and decoding of retinal ganglion cell responses with a probabilistic spiking model}, |
| 3 | + author={Pillow, Jonathan W and Paninski, Liam and Uzzell, Valerie J and Simoncelli, Eero P and Chichilnisky, EJ}, |
| 4 | + journal={Journal of Neuroscience}, |
| 5 | + volume={25}, |
| 6 | + number={47}, |
| 7 | + pages={11003--11013}, |
| 8 | + year={2005}, |
| 9 | + publisher={Society for Neuroscience} |
| 10 | +} |
| 11 | +@article{nelder1972generalized, |
| 12 | + title={Generalized linear models}, |
| 13 | + author={Nelder, John Ashworth and Wedderburn, Robert WM}, |
| 14 | + journal={Journal of the Royal Statistical Society Series A: Statistics in Society}, |
| 15 | + volume={135}, |
| 16 | + number={3}, |
| 17 | + pages={370--384}, |
| 18 | + year={1972}, |
| 19 | + publisher={Oxford University Press} |
| 20 | +} |
| 21 | +@article{tibshirani1996regression, |
| 22 | + title={Regression shrinkage and selection via the lasso}, |
| 23 | + author={Tibshirani, Robert}, |
| 24 | + journal={Journal of the Royal Statistical Society Series B: Statistical Methodology}, |
| 25 | + volume={58}, |
| 26 | + number={1}, |
| 27 | + pages={267--288}, |
| 28 | + year={1996}, |
| 29 | + publisher={Oxford University Press} |
| 30 | +} |
| 31 | +@article{yuan2006model, |
| 32 | + title={Model selection and estimation in regression with grouped variables}, |
| 33 | + author={Yuan, Ming and Lin, Yi}, |
| 34 | + journal={Journal of the Royal Statistical Society Series B: Statistical Methodology}, |
| 35 | + volume={68}, |
| 36 | + number={1}, |
| 37 | + pages={49--67}, |
| 38 | + year={2006}, |
| 39 | + publisher={Oxford University Press} |
| 40 | +} |
| 41 | +@article{hoerl1970ridge1, |
| 42 | + title={Ridge regression: Biased estimation for nonorthogonal problems}, |
| 43 | + author={Hoerl, Arthur E and Kennard, Robert W}, |
| 44 | + journal={Technometrics}, |
| 45 | + volume={12}, |
| 46 | + number={1}, |
| 47 | + pages={55--67}, |
| 48 | + year={1970}, |
| 49 | + publisher={Taylor \& Francis} |
| 50 | +} |
| 51 | +@article{hoerl1970ridge2, |
| 52 | + title={Ridge regression: applications to nonorthogonal problems}, |
| 53 | + author={Hoerl, Arthur E and Kennard, Robert W}, |
| 54 | + journal={Technometrics}, |
| 55 | + volume={12}, |
| 56 | + number={1}, |
| 57 | + pages={69--82}, |
| 58 | + year={1970}, |
| 59 | + publisher={Taylor \& Francis} |
| 60 | +} |
| 61 | +@article{de1972calculating, |
| 62 | + title={On calculating with B-splines}, |
| 63 | + author={De Boor, Carl}, |
| 64 | + journal={Journal of Approximation theory}, |
| 65 | + volume={6}, |
| 66 | + number={1}, |
| 67 | + pages={50--62}, |
| 68 | + year={1972}, |
| 69 | + publisher={Academic Press} |
| 70 | +} |
| 71 | +@article{cox1972numerical, |
| 72 | + title={The numerical evaluation of B-splines}, |
| 73 | + author={Cox, Maurice G}, |
| 74 | + journal={IMA Journal of Applied mathematics}, |
| 75 | + volume={10}, |
| 76 | + number={2}, |
| 77 | + pages={134--149}, |
| 78 | + year={1972}, |
| 79 | + publisher={Oxford University Press} |
| 80 | +} |
| 81 | +@article{ramsay1988monotone, |
| 82 | + title={Monotone regression splines in action}, |
| 83 | + author={Ramsay, James O}, |
| 84 | + journal={Statistical science}, |
| 85 | + pages={425--441}, |
| 86 | + year={1988}, |
| 87 | + publisher={JSTOR} |
| 88 | +} |
| 89 | +@article{zou2005regularization, |
| 90 | + title={Regularization and variable selection via the elastic net}, |
| 91 | + author={Zou, Hui and Hastie, Trevor}, |
| 92 | + journal={Journal of the Royal Statistical Society Series B: Statistical Methodology}, |
| 93 | + volume={67}, |
| 94 | + number={2}, |
| 95 | + pages={301--320}, |
| 96 | + year={2005}, |
| 97 | + publisher={Oxford University Press} |
| 98 | +} |
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