minor fixes

Author: jbytecode

CHANGELOG.md

@@ -1,6 +1,10 @@
-# v0.11.3 (Upcoming Release)
+# v0.11.4 (Upcoming Release)
 
 
+# v0.11.3 
+
+- Minor fixes
+
 # v0.11.2
 
 - Optional eps and maxiter parameters in iterateCSteps() in LTS.

Project.toml

@@ -1,7 +1,7 @@
 name = "LinRegOutliers"
 uuid = "6d4de0fb-32d9-4c65-aac1-cc9ed8b94b1a"
 authors = ["Mehmet Hakan Satman <mhsatman@gmail.com>", "Shreesh Adiga <16567adigashreesh@gmail.com>", "Guillermo Angeris <angeris@stanford.edu>", "Emre Akadal <emre.akadal@istanbul.edu.tr>"]
-version = "0.11.2"
+version = "0.11.3"
 
 [deps]
 Clustering = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"

src/lms.jl

@@ -72,7 +72,7 @@ function lms(X::AbstractMatrix{Float64}, y::AbstractVector{Float64}; iters = not
     bestres = []
     indices = collect(1:n)
     kindices = collect(p:n)
-    for iter = 1:iters
+    for _ = 1:iters
         try
             k = rand(kindices, 1)[1]
             sampledindices = sample(indices, k, replace = false)

src/lts.jl

@@ -45,13 +45,10 @@ function iterateCSteps(
     subsetindices::Array{Int,1},
     h::Int; eps::Float64 = 0.01, maxiter::Int = 10000
 )
-    #starterset = subsetindices
     oldobjective::Float64 = Inf64
     objective::Float64 = Inf64
     iter::Int = 0
     while iter < maxiter
-        #betas = X[subsetindices, :] \ y[subsetindices]
-        #res = y - X * betas
         tempols = ols(X[subsetindices, :], y[subsetindices])
         res = y - X * coef(tempols)
         sortedresindices = sortperm(abs.(res))
@@ -63,9 +60,6 @@ function iterateCSteps(
         oldobjective = objective
         iter += 1
     end
-    #if iter >= maxiter
-    #    @warn "in c-step stage of LTS, a h-subset is not converged for starting indices " starterset
-    #end
     return (objective, subsetindices)
 end