Chapter dependencies

An arrow from one chapter to another means that the second chapter uses concepts introduced in the first. Some chapters have more than one prerequisite. Select a chapter to open it.

flowchart TD
    DATA["Data and probability"]
    RV["Random variables and distributions"]
    INF["Statistical inference"]
    LR["Linear regression"]
    CRIT["Model criticism and prediction"]
    GLM["Generalized linear models"]
    MIXED["Mixed effects models"]
    DESIGN["Experimental design"]
    LATENT["Latent structure"]
    FACT["Factorization"]
    MISSING["Missing data"]
    CUSTOM["Custom model design"]

    DATA --> RV
    RV --> INF
    INF --> LR
    LR --> CRIT
    LR --> GLM
    GLM --> MIXED
    INF --> DESIGN
    MIXED --> DESIGN
    RV --> LATENT
    CRIT --> LATENT
    LR --> FACT
    CRIT --> FACT
    CRIT --> MISSING
    FACT --> MISSING
    INF --> CUSTOM
    MIXED --> CUSTOM
    MISSING --> CUSTOM

    click DATA "foundations/index.html" "Open Data and probability"
    click RV "random-variables-and-distributions/index.html" "Open Random variables and distributions"
    click INF "statistical-inference/index.html" "Open Statistical inference"
    click LR "regression-models/index.html" "Open Linear regression"
    click CRIT "model-criticism-and-prediction/index.html" "Open Model criticism and prediction"
    click GLM "regression-models/why-generalized-linear-models.html" "Open Generalized linear models"
    click MIXED "regression-models/structured-data.html" "Open Mixed effects models"
    click DESIGN "experimental-design/index.html" "Open Experimental design"
    click LATENT "latent-structure/index.html" "Open Latent structure"
    click FACT "factorization/index.html" "Open Factorization"
    click MISSING "missing-data/index.html" "Open Missing data"
    click CUSTOM "custom-models/index.html" "Open Custom model design"