Skip to content

Instantly share code, notes, and snippets.

View junpenglao's full-sized avatar
🏠
Working from home

Junpeng Lao junpenglao

🏠
Working from home
View GitHub Profile
@junpenglao
junpenglao / Mixture_model_estimation_as_hypothesis_testing.ipynb
Last active March 10, 2025 16:24
Testing hypotheses via a mixture estimation model in PyMC3
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@junpenglao
junpenglao / MvNormal_pymc3.ipynb
Last active March 29, 2021 00:49
Multivariant Gaussian distribution estimation in PyMC3 using different prior
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@junpenglao
junpenglao / Arcsine_Laws_numerical.ipynb
Last active August 17, 2016 13:16
This is a numerical demonstration of the three arcsine laws for random walks.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@junpenglao
junpenglao / pymc3_sampling_difficulty.ipynb
Last active February 16, 2016 15:20
I am trying to adapt a pymc2 code to pymc3. However, there is a problem in the pymc3 model, one of the stochastic variable is not being sampled properly. In the new branch of pymc3 this problem is resolved.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.