@article{astatisticalframeworkformodelselection, title = {A Statistical Framework for Model Selection in LSTM Networks}, author = {Fahad Mostafa}, year = {2025}, eprint = {2506.06840}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.06840v1}, }