diff --git a/README.md b/README.md
index 18f8d1909..ef5c99575 100644
--- a/README.md
+++ b/README.md
@@ -75,9 +75,6 @@ Currently, the `@compat` macro supports the following syntaxes:
 * `using Compat.UUIDs` is provided on versions older than 0.7, where this library is
   not yet part of the standard library ([#25819]).
 
-* `using Compat.Statistics` is provided on versions older than 0.7, where this library is
-  not yet part of the standard library ([#27834]).
-
 ## New functions, macros, and methods
 
 * `mod` now accepts a unit range as the second argument ([#32628]).
@@ -143,8 +140,8 @@ Currently, the `@compat` macro supports the following syntaxes:
 
 * `Compat.accumulate`, `Compat.accumulate!`, `Compat.all`, `Compat.any`,
   `Compat.cumprod`, `Compat.cumprod!`, `Compat.cumsum`, `Compat.cumsum!`,
-  `Compat.findmax`, `Compat.findmin`, `Compat.mapreduce`, `Compat.maximum`, `Compat.Statistics.mean`,
-  `Compat.Statistics.median`, `Compat.minimum`, `Compat.prod`, `Compat.reduce`, `Compat.sort`,
+  `Compat.findmax`, `Compat.findmin`, `Compat.mapreduce`, `Compat.maximum`,
+  `Compat.minimum`, `Compat.prod`, `Compat.reduce`, `Compat.sort`,
   and `Compat.sum`  with `dims` keyword argument ([#25989],[#26369]).
 
 * `Compat.mapreduce` and `Compat.reduce` with `init` keyword argument ([#27711]).
diff --git a/src/Compat.jl b/src/Compat.jl
index f794d07cd..ba8a02579 100644
--- a/src/Compat.jl
+++ b/src/Compat.jl
@@ -30,41 +30,11 @@ import Random
 import Markdown
 import REPL
 import Serialization
+import Statistics
 
 
 include("compatmacro.jl")
 
-if VERSION < v"0.7.0-beta.85"
-    @eval module Statistics
-        if VERSION < v"0.7.0-DEV.4064"
-            varm(A::AbstractArray, m; dims=nothing, kwargs...) =
-                dims===nothing ? Base.varm(A, m; kwargs...) : Base.varm(A, m, dims; kwargs...)
-            if VERSION < v"0.7.0-DEV.755"
-                cov(a::AbstractMatrix; dims=1, corrected=true) = Base.cov(a, dims, corrected)
-                cov(a::AbstractVecOrMat, b::AbstractVecOrMat; dims=1, corrected=true) =
-                    Base.cov(a, b, dims, corrected)
-            else
-                cov(a::AbstractMatrix; dims=nothing, kwargs...) =
-                    dims===nothing ? Base.cov(a; kwargs...) : Base.cov(a, dims; kwargs...)
-                cov(a::AbstractVecOrMat, b::AbstractVecOrMat; dims=nothing, kwargs...) =
-                    dims===nothing ? Base.cov(a, b; kwargs...) : Base.cov(a, b, dims; kwargs...)
-            end
-            cor(a::AbstractMatrix; dims=nothing) = dims===nothing ? Base.cor(a) : Base.cor(a, dims)
-            cor(a::AbstractVecOrMat, b::AbstractVecOrMat; dims=nothing) =
-                dims===nothing ? Base.cor(a, b) : Base.cor(a, b, dims)
-            mean(a::AbstractArray; dims=nothing) = dims===nothing ? Base.mean(a) : Base.mean(a, dims)
-            median(a::AbstractArray; dims=nothing) = dims===nothing ? Base.median(a) : Base.median(a, dims)
-            var(a::AbstractArray; dims=nothing, kwargs...) =
-                dims===nothing ? Base.var(a; kwargs...) : Base.var(a, dims; kwargs...)
-            std(a::AbstractArray; dims=nothing, kwargs...) =
-                dims===nothing ? Base.std(a; kwargs...) : Base.std(a, dims; kwargs...)
-        end
-        export cor, cov, std, stdm, var, varm, mean!, mean, median!, median, middle, quantile!, quantile
-    end
-else
-    import Statistics
-end
-
 @static if VERSION < v"0.7.0-DEV.4592"
     struct Fix2{F,T} <: Function
         f::F