Causality Analyzer
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    ColumnarTable — A type-safe, column-oriented data table.

    Design principles:

    1. Immutable operations (return new instances), supporting chainable API.
    2. Type-safe column access via generic schema inference.
    3. Zero-copy views where possible (slice/window operate on views).
    4. Optimized for numeric time-series data using Float64Array columns.

    ColumnarTable is the universal data primitive of Causality Analyzer. It is the ONLY implementation class permitted in the core package, by explicit exception — it serves the same foundational role as Array in the JavaScript runtime.

    ColumnarTable
    ColumnNames
    DataRow
    DiscretizeStrategy
    StandardizeMethod
    TableSchema