Bias Correction Walkthrough Tutorial Inference Data

This dataset is a Python dictionary containing multiple objects relating to the following walkthrough tutorial notebook: https://github.com/Jez-Carter/Bias_Correction_Application/blob/jupyterbook_render/walkthrough_tutorial/Walkthrough%20Tutorial.ipynb . The key components are the MCMC parameter inference outputs, which are obtained after non-insignificant computation involved with fitting the model to the input-data. The data is expected to be downloaded to use in the notebook, preventing the user from having to run the full inference themselves.本数据集为Python字典类型，包含与下述分步教程Jupyter笔记本相关的多个对象：https://github.com/Jez-Carter/Bias_Correction_Application/blob/jupyterbook_render/walkthrough_tutorial/Walkthrough%20Tutorial.ipynb。其核心组分为马尔可夫链蒙特卡洛（Markov Chain Monte Carlo, MCMC）参数推断结果，该结果通过将模型拟合至输入数据所需的耗时可观的计算流程后得到。本数据集可供下载后直接在该笔记本中使用，无需用户自行执行完整的推断流程。