Method: Polars::Expr#ewm_var

Defined in:
lib/polars/expr.rb

#ewm_var(com: nil, span: nil, half_life: nil, alpha: nil, adjust: true, bias: false, min_periods: 1, ignore_nulls: true) ⇒ Expr

Exponentially-weighted moving variance.

Examples:

df = Polars::DataFrame.new({"a" => [1, 2, 3]})
df.select(Polars.col("a").ewm_var(com: 1))
# =>
# shape: (3, 1)
# ┌──────────┐
# │ a        │
# │ ---      │
# │ f64      │
# ╞══════════╡
# │ 0.0      │
# │ 0.5      │
# │ 0.928571 │
# └──────────┘

Returns:

[View source]

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# File 'lib/polars/expr.rb', line 6582

def ewm_var(
  com: nil,
  span: nil,
  half_life: nil,
  alpha: nil,
  adjust: true,
  bias: false,
  min_periods: 1,
  ignore_nulls: true
)
  alpha = _prepare_alpha(com, span, half_life, alpha)
  _from_rbexpr(_rbexpr.ewm_var(alpha, adjust, bias, min_periods, ignore_nulls))
end