Many changes to results and conclusions and such

bibliography/thesis.bib

@@ -1,3 +1,27 @@
+@article{abramson1982bandwidth,
+  title={On bandwidth variation in kernel estimates---a square root law},
+  author={Abramson, Ian S.},
+  journal={The Annals of Statistics},
+  volume={10},
+  number={4},
+  pages={1217--1223},
+  year={1982},
+  publisher={Institute of Mathematical Statistics},
+  doi={10.1214/aos/1176345986}
+}
+
+@article{terrell1992variable,
+  title={Variable kernel density estimation},
+  author={Terrell, George R. and Scott, David W.},
+  journal={The Annals of Statistics},
+  volume={20},
+  number={3},
+  pages={1236--1265},
+  year={1992},
+  publisher={Institute of Mathematical Statistics},
+  doi={10.1214/aos/1176348768}
+}
+
 @article{tong2016neyman,
   title={A survey on {Neyman--Pearson} classification and suggestions for future research},
   author={Tong, Xin and Feng, Yang and Zhao, Anqi},
@@ -277,6 +301,25 @@
   publisher={{PMLR}}
 }
 
+@article{parzen1962estimation,
+  title={On estimation of a probability density function and mode},
+  author={Parzen, Emanuel},
+  journal={The Annals of Mathematical Statistics},
+  volume={33},
+  number={3},
+  pages={1065--1076},
+  year={1962},
+  publisher={Institute of Mathematical Statistics}
+}
+
+@inproceedings{cortes2003auc,
+  title={{AUC} Optimization vs. Error Rate Minimization},
+  author={Cortes, Corinna and Mohri, Mehryar},
+  booktitle={Advances in Neural Information Processing Systems},
+  volume={16},
+  year={2003}
+}
+
 @inproceedings{lin2017focal,
   title={Focal Loss for Dense Object Detection},
   author={Lin, Tsung-Yi and Goyal, Priya and Girshick, Ross and He, Kaiming and Doll{\'a}r, Piotr},