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字典格式，包含与下述演练教程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。其核心组件为马尔可夫链蒙特卡洛（Markov Chain Monte Carlo, MCMC）参数推断输出，该输出是通过将模型拟合至输入数据所需的相当可观的计算流程后得到的。为免去用户自行执行完整推断流程的操作，本数据集需下载至该笔记本中以供使用。