From 5423fd4217dc4a4281bacc7d40edf3a481cd3688 Mon Sep 17 00:00:00 2001
From: grimsace <acegrimreaper@gmail.com>
Date: Mon, 29 Jun 2026 09:02:30 -0500
Subject: [PATCH] replaced certain functions with common dependencies

---
 go.mod        |  1 +
 go.sum        |  2 ++
 statistics.go | 15 ++++++++++++++-
 3 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/go.mod b/go.mod
index 170e96d..b71a426 100644
--- a/go.mod
+++ b/go.mod
@@ -36,5 +36,6 @@ require (
 	golang.org/x/net v0.35.0 // indirect
 	golang.org/x/sys v0.30.0 // indirect
 	golang.org/x/text v0.22.0 // indirect
+	gonum.org/v1/gonum v0.14.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
diff --git a/go.sum b/go.sum
index d6a6a77..8a000f6 100644
--- a/go.sum
+++ b/go.sum
@@ -73,6 +73,8 @@ golang.org/x/sys v0.30.0 h1:QjkSwP/36a20jFYWkSue1YwXzLmsV5Gfq7Eiy72C1uc=
 golang.org/x/sys v0.30.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/text v0.22.0 h1:bofq7m3/HAFvbF51jz3Q9wLg3jkvSPuiZu/pD1XwgtM=
 golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
+gonum.org/v1/gonum v0.14.0 h1:2NiG67LD1tEH0D7kM+ps2V+fXmsAnpUeec7n8tcr4S0=
+gonum.org/v1/gonum v0.14.0/go.mod h1:AoWeoz0becf9QMWtE8iWXNXc27fK4fNeHNf/oMejGfU=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f h1:BLraFXnmrev5lT+xlilqcH8XK9/i0At2xKjWk4p6zsU=
 gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
diff --git a/statistics.go b/statistics.go
index 56a6477..90f3f7f 100644
--- a/statistics.go
+++ b/statistics.go
@@ -10,6 +10,8 @@ import (
 	"strconv"
 	"strings"
 	"sync"
+
+	"gonum.org/v1/gonum/stat"
 )
 
 // DiceStatistics holds the theoretical statistics for a dice roll.
@@ -590,6 +592,10 @@ func (s *DiceStatistics) populateDerivedFields() {
 	s.SortedOutcomes = make([]int, 0, len(s.Results))
 	s.Percentages = make(map[int]float64, len(s.Results))
 
+	// Prepare data for weighted mean calculation using gonum
+	outcomes := make([]float64, 0, len(s.Results))
+	weights := make([]float64, 0, len(s.Results))
+
 	first := true
 	maxProbability := 0.0
 	for value, probability := range s.Results {
@@ -610,13 +616,20 @@ func (s *DiceStatistics) populateDerivedFields() {
 			}
 		}
 
-		s.Average += float64(value) * probability
+		// Collect data for weighted mean calculation
+		outcomes = append(outcomes, float64(value))
+		weights = append(weights, probability)
+
+		// Mode: find outcome with highest probability
 		if probability > maxProbability || (math.Abs(probability-maxProbability) <= probabilityEpsilon && value < s.MostCommon) {
 			maxProbability = probability
 			s.MostCommon = value
 		}
 	}
 
+	// Calculate weighted mean using gonum/stat
+	s.Average = stat.Mean(outcomes, weights)
+
 	sort.Ints(s.SortedOutcomes)
 	s.MaxPercentage = maxProbability * 100
 }