o

scalation.columnar_db

ImputeMovingAverage

object ImputeMovingAverage extends Imputation

The ImputeMovingAverage object imputes the missing value in the vector by taking the historical Moving Average of last 'n' seaonal values.

Linear Supertypes
Imputation, AnyRef, Any
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  1. ImputeMovingAverage
  2. Imputation
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Value Members

  1. def impute(c: Vec, args: Int*): Any

    Impute a value for a missing value in column/vector 'c' using a historical Moving Average of the last 'n' seasonal values.

    Impute a value for a missing value in column/vector 'c' using a historical Moving Average of the last 'n' seasonal values.

    c

    the column/vector with the missing values

    args

    an optional paramter which takes variable no. of numeric values, args(0) - index at which missing value needs to be imputed args(1) - no. of values before index 'i' to consider for taking historical average args(2) - seaonal 'period' value for the vector 'c'

    Definition Classes
    ImputeMovingAverage → Imputation