Types

struct RegressionSetting
    formula::FormulaTerm
    data::DataFrame
end

Immutable data structure for a regression setting.

Arguments

• formula::FormulaTerm: A formula object describes the linear regression model.
• data::DataFrame: DataFrame object holds the data

Notes

Implemented methods in this packages accepts linear models as RegressionSetting objects.
This objects holds the model formula and the data used in regression estimations.

Examples

julia> setting = RegressionSetting(@formula(calls ~ year), phones)
RegressionSetting(calls ~ year, 24×2 DataFrame
│ Row │ year  │ calls   │
│     │ Int64 │ Float64 │
├─────┼───────┼─────────┤
│ 1   │ 50    │ 4.4     │
│ 2   │ 51    │ 4.7     │
│ 3   │ 52    │ 4.7     │
│ 4   │ 53    │ 5.9     │
│ 5   │ 54    │ 6.6     │
│ 6   │ 55    │ 7.3     │
│ 7   │ 56    │ 8.1     │
│ 8   │ 57    │ 8.8     │
│ 9   │ 58    │ 10.6    │
│ 10  │ 59    │ 12.0    │
⋮
│ 14  │ 63    │ 21.2    │
│ 15  │ 64    │ 119.0   │
│ 16  │ 65    │ 124.0   │
│ 17  │ 66    │ 142.0   │
│ 18  │ 67    │ 159.0   │
│ 19  │ 68    │ 182.0   │
│ 20  │ 69    │ 212.0   │
│ 21  │ 70    │ 43.0    │
│ 22  │ 71    │ 24.0    │
│ 23  │ 72    │ 27.0    │
│ 24  │ 73    │ 29.0    │)