{"id":32714462,"url":"https://github.com/lross123/statistical-modelling","last_synced_at":"2025-11-02T12:02:00.191Z","repository":{"id":312943197,"uuid":"1048012335","full_name":"lross123/Statistical-Modelling","owner":"lross123","description":null,"archived":false,"fork":false,"pushed_at":"2025-10-17T19:29:56.000Z","size":1905,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-18T21:37:49.473Z","etag":null,"topics":["julia","parameter-estimation","parameter-identifiability","statistical-modelling","stochastic-processes"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","readme":"# Statistical Modelling\n\nStructured projects in mathematical biology and stochastic modelling across cellular systems, oncology PK/PD, and reaction–diffusion.\n\n## Directory structure\n\n```text\nStatistical-Modelling/\n├─ Cellular-Systems/\n│  ├─ Case1/\n│  │  ├─ AdditiveGaussian/\n│  │  │  ├─ AdditiveGaussian.jl\n│  │  │  ├─ data.csv\n│  │  │  ├─ Figure3a.pdf\n│  │  │  ├─ Figure3e.pdf\n│  │  │  ├─ Figure4a.pdf\n│  │  │  ├─ inval_D1.pdf\n│  │  │  ├─ inval_sig1.pdf\n│  │  │  ├─ inval_v1.pdf\n│  │  │  └─ lsp.csv\n│  │  ├─ Data/\n│  │  │  ├─ data_0.csv\n│  │  │  ├─ data.csv\n│  │  │  ├─ DiscreteModel.jl\n│  │  │  ├─ Figure2a-d.pdf\n│  │  │  ├─ Figure2a-j.pdf\n│  │  │  ├─ index_0.csv\n│  │  │  ├─ index_1.csv\n│  │  │  └─ index_2.csv\n│  │  └─ Multinomial/\n│  │     ├─ data.csv\n│  │     ├─ Figure3b.pdf\n│  │     ├─ Figure3d.pdf\n│  │     ├─ Figure4b.pdf\n│  │     ├─ Figure4d.pdf\n│  │     ├─ inval_D1.pdf\n│  │     ├─ inval_v1.pdf\n│  │     ├─ lsp.csv\n│  │     └─ Multinomial.jl\n│  ├─ Case2/\n│  │  ├─ AdditiveGaussian/\n│  │  │  ├─ AdditiveGaussian.jl\n│  │  │  ├─ data.csv\n│  │  │  ├─ Figure5c.pdf\n│  │  │  ├─ Figure5e.pdf\n│  │  │  ├─ Figure6a.pdf\n│  │  │  ├─ Figure6c.pdf\n│  │  │  ├─ inval_P1.pdf\n│  │  │  ├─ inval_P2.pdf\n│  │  │  ├─ inval_q1.pdf\n│  │  │  ├─ inval_q2.pdf\n│  │  │  ├─ inval_sig1.pdf\n│  │  │  ├─ inval_sig2.pdf\n│  │  │  ├─ IID1.csv\n│  │  │  ├─ IID2.csv\n│  │  │  ├─ ll1.csv\n│  │  │  ├─ ll2.csv\n│  │  │  └─ lsp.csv\n│  │  ├─ Data/\n│  │  │  ├─ data.csv\n│  │  │  ├─ DiscreteModel.jl\n│  │  │  ├─ Figure2e-j.pdf\n│  │  │  ├─ index1_0.csv\n│  │  │  ├─ index1.csv\n│  │  │  ├─ index2_0.csv\n│  │  │  └─ index2.csv\n│  │  └─ Multinomial/\n│  │     ├─ data.csv\n│  │     ├─ Figure5b.pdf\n│  │     ├─ Figure5d.pdf\n│  │     ├─ Figure6b.pdf\n│  │     ├─ Figure6d.pdf\n│  │     ├─ inval_D1.pdf\n│  │     ├─ inval_D2.pdf\n│  │     ├─ inval_q1.pdf\n│  │     ├─ inval_q2.pdf\n│  │     ├─ IID1.csv\n│  │     ├─ IID2.csv\n│  │     ├─ ll1.csv\n│  │     ├─ ll2.csv\n│  │     ├─ lsp.csv\n│  │     └─ Multinomial.jl\n│  ├─ Case3/\n│  │  ├─ AdditiveGaussian/\n│  │  │  ├─ AdditiveGaussian.jl\n│  │  │  ├─ data.csv\n│  │  │  ├─ FigureS7a.pdf\n│  │  │  ├─ FigureS7c.pdf\n│  │  │  ├─ FigureS8a.pdf\n│  │  │  ├─ FigureS8c.pdf\n│  │  │  ├─ FigureS8e.pdf\n│  │  │  ├─ IID1.csv\n│  │  │  ├─ IID2.csv\n│  │  │  ├─ IID3.csv\n│  │  │  ├─ ll1.csv\n│  │  │  ├─ ll2.csv\n│  │  │  ├─ ll3.csv\n│  │  │  ├─ lsp.csv\n│  │  │  ├─ MLE1.pdf\n│  │  │  ├─ MLE2.pdf\n│  │  │  └─ MLE3.pdf\n│  │  ├─ Data/\n│  │  │  ├─ data_0.csv\n│  │  │  ├─ data.csv\n│  │  │  ├─ DiscreteModel.jl\n│  │  │  ├─ FigureS6.jl\n│  │  │  ├─ FigureS6.pdf\n│  │  │  ├─ index1.csv\n│  │  │  ├─ index2.csv\n│  │  │  └─ index3.csv\n│  │  └─ Multinomial/\n│  │     ├─ data.csv\n│  │     ├─ FigureS7b.pdf\n│  │     ├─ FigureS8b.pdf\n│  │     ├─ FigureS8d.pdf\n│  │     ├─ FigureS8f.pdf\n│  │     ├─ IID1.csv\n│  │     ├─ IID2.csv\n│  │     ├─ IID3.csv\n│  │     ├─ lsp.csv\n│  │     ├─ MLE1.pdf\n│  │     ├─ MLE2.pdf\n│  │     └─ MLE3.pdf\n│\n├─ Oncology/\n│  ├─ PK-PD-Modelling-to-Assess-the-Effects/\n│  │  ├─ Code/\n│  │  ├─ Dissertation/\n│  │  │  ├─ Dissertation.pdf\n│  │  │  └─ README.md\n│  │  └─ Test/\n│  └─ test/\n│\n├─ Reaction-Diffusion/\n│  ├─ 2.6.ipynb\n│  ├─ 2.14.ipynb\n│  ├─ 2.15.ipynb\n│  └─ README.md\n│\n└─ test/\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flross123%2Fstatistical-modelling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flross123%2Fstatistical-modelling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flross123%2Fstatistical-modelling/lists"}