diff --git a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_bit.hpp b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_bit.hpp
index f9d90b75b..a94f735b1 100644
--- a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_bit.hpp
+++ b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_bit.hpp
@@ -20,12 +20,13 @@ namespace boosting {
         public:
 
             /**
-             * @param numElements       The number of gradients and Hessians in the vector
-             * @param numBitsPerElement The number of bits per element in the bit vector
-             * @param init              True, if all gradients and Hessians in the vector should be initialized with
-             *                          zero, false otherwise
+             * @param view          A reference to an object of type `BitDecomposableStatisticView`
+             * @param numElements   The number of gradients and Hessians in the vector
+             * @param init          True, if all gradients and Hessians in the vector should be initialized with zero,
+             *                      false otherwise
              */
-            BitDecomposableStatisticVector(uint32 numElements, uint32 numBitsPerElement, bool init = false);
+            BitDecomposableStatisticVector(const BitDecomposableStatisticView& view, uint32 numElements,
+                                           bool init = false);
 
             /**
              * @param other A reference to an object of type `BitDecomposableStatisticVector` to be copied
diff --git a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_dense.hpp b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_dense.hpp
index 6897b33c4..d6eaf3e18 100644
--- a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_dense.hpp
+++ b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_dense.hpp
@@ -21,11 +21,13 @@ namespace boosting {
         public:
 
             /**
+             * @param view          A reference to an object of type `CContiguousView`
              * @param numElements   The number of gradients and Hessians in the vector
              * @param init          True, if all gradients and Hessians in the vector should be initialized with zero,
              *                      false otherwise
              */
-            DenseDecomposableStatisticVector(uint32 numElements, bool init = false);
+            DenseDecomposableStatisticVector(const CContiguousView<Tuple<float64>>& view, uint32 numElements,
+                                             bool init = false);
 
             /**
              * @param other A reference to an object of type `DenseDecomposableStatisticVector` to be copied
diff --git a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_sparse.hpp b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_sparse.hpp
index aaaedc21d..58c53e890 100644
--- a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_sparse.hpp
+++ b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_decomposable_sparse.hpp
@@ -138,11 +138,13 @@ namespace boosting {
         public:
 
             /**
+             * @param view          A reference to an object of type `SparseSetView`
              * @param numElements   The number of gradients and Hessians in the vector
              * @param init          True, if all gradients and Hessians in the vector should be initialized with zero,
              *                      false otherwise
              */
-            SparseDecomposableStatisticVector(uint32 numElements, bool init = false);
+            SparseDecomposableStatisticVector(const SparseSetView<Tuple<float64>>& view, uint32 numElements,
+                                              bool init = false);
 
             /**
              * @param other A reference to an object of type `SparseDecomposableStatisticVector` to be copied
diff --git a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_non_decomposable_dense.hpp b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_non_decomposable_dense.hpp
index 302fa04ac..7d839965c 100644
--- a/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_non_decomposable_dense.hpp
+++ b/cpp/subprojects/boosting/include/mlrl/boosting/data/vector_statistic_non_decomposable_dense.hpp
@@ -23,11 +23,13 @@ namespace boosting {
         public:
 
             /**
-             * @param numGradients The number of gradients in the vector
-             * @param init         True, if all gradients and Hessians in the vector should be initialized with zero,
-             *                     false otherwise
+             * @param view          A reference to an object of type `DenseNonDecomposableStatisticView`
+             * @param numGradients  The number of gradients in the vector
+             * @param init          True, if all gradients and Hessians in the vector should be initialized with zero,
+             *                      false otherwise
              */
-            DenseNonDecomposableStatisticVector(uint32 numGradients, bool init = false);
+            DenseNonDecomposableStatisticVector(const DenseNonDecomposableStatisticView& view, uint32 numGradients,
+                                                bool init = false);
 
             /**
              * @param other A reference to an object of type `DenseNonDecomposableStatisticVector` to be copied
diff --git a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_bit.cpp b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_bit.cpp
index 257563694..fc5c0dbcc 100644
--- a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_bit.cpp
+++ b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_bit.cpp
@@ -50,14 +50,16 @@ namespace boosting {
         }
     }
 
-    BitDecomposableStatisticVector::BitDecomposableStatisticVector(uint32 numElements, uint32 numBitsPerElement,
-                                                                   bool init)
+    BitDecomposableStatisticVector::BitDecomposableStatisticVector(const BitDecomposableStatisticView& view,
+                                                                   uint32 numElements, bool init)
         : CompositeView<AllocatedBitVector<uint32>, AllocatedBitVector<uint32>>(
-            AllocatedBitVector<uint32>(numElements, numBitsPerElement, init),
-            AllocatedBitVector<uint32>(numElements, numBitsPerElement, init)) {}
+            AllocatedBitVector<uint32>(numElements, view.firstView.numBitsPerElement, init),
+            AllocatedBitVector<uint32>(numElements, view.secondView.numBitsPerElement, init)) {}
 
     BitDecomposableStatisticVector::BitDecomposableStatisticVector(const BitDecomposableStatisticVector& other)
-        : BitDecomposableStatisticVector(other.getNumElements(), other.getNumBitsPerElement()) {
+        : CompositeView<AllocatedBitVector<uint32>, AllocatedBitVector<uint32>>(
+            AllocatedBitVector<uint32>(other.firstView.numElements, other.firstView.numBitsPerElement),
+            AllocatedBitVector<uint32>(other.secondView.numElements, other.secondView.numBitsPerElement)) {
         copyInternally(other.firstView, this->firstView);
         copyInternally(other.secondView, this->secondView);
     }
diff --git a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_dense.cpp b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_dense.cpp
index 0e6523558..f0aab8efd 100644
--- a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_dense.cpp
+++ b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_dense.cpp
@@ -2,12 +2,14 @@
 
 namespace boosting {
 
-    DenseDecomposableStatisticVector::DenseDecomposableStatisticVector(uint32 numElements, bool init)
+    DenseDecomposableStatisticVector::DenseDecomposableStatisticVector(const CContiguousView<Tuple<float64>>& view,
+                                                                       uint32 numElements, bool init)
         : ClearableViewDecorator<DenseVectorDecorator<AllocatedVector<Tuple<float64>>>>(
             AllocatedVector<Tuple<float64>>(numElements, init)) {}
 
     DenseDecomposableStatisticVector::DenseDecomposableStatisticVector(const DenseDecomposableStatisticVector& other)
-        : DenseDecomposableStatisticVector(other.getNumElements()) {
+        : ClearableViewDecorator<DenseVectorDecorator<AllocatedVector<Tuple<float64>>>>(
+            AllocatedVector<Tuple<float64>>(other.getNumElements())) {
         util::copyView(other.cbegin(), this->begin(), this->getNumElements());
     }
 
diff --git a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_sparse.cpp b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_sparse.cpp
index c0f2fff17..2a734cb95 100644
--- a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_sparse.cpp
+++ b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_decomposable_sparse.cpp
@@ -57,13 +57,15 @@ namespace boosting {
         return iterator_ - rhs.iterator_;
     }
 
-    SparseDecomposableStatisticVector::SparseDecomposableStatisticVector(uint32 numElements, bool init)
+    SparseDecomposableStatisticVector::SparseDecomposableStatisticVector(const SparseSetView<Tuple<float64>>& view,
+                                                                         uint32 numElements, bool init)
         : ClearableViewDecorator<VectorDecorator<AllocatedVector<Triple<float64>>>>(
             AllocatedVector<Triple<float64>>(numElements, init)),
           sumOfWeights_(0) {}
 
     SparseDecomposableStatisticVector::SparseDecomposableStatisticVector(const SparseDecomposableStatisticVector& other)
-        : SparseDecomposableStatisticVector(other.getNumElements()) {
+        : ClearableViewDecorator<VectorDecorator<AllocatedVector<Triple<float64>>>>(
+            AllocatedVector<Triple<float64>>(other.getNumElements())) {
         util::copyView(other.view.cbegin(), this->view.begin(), this->getNumElements());
         sumOfWeights_ = other.sumOfWeights_;
     }
diff --git a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_non_decomposable_dense.cpp b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_non_decomposable_dense.cpp
index 02d64a32f..0c367e21e 100644
--- a/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_non_decomposable_dense.cpp
+++ b/cpp/subprojects/boosting/src/mlrl/boosting/data/vector_statistic_non_decomposable_dense.cpp
@@ -4,7 +4,8 @@
 
 namespace boosting {
 
-    DenseNonDecomposableStatisticVector::DenseNonDecomposableStatisticVector(uint32 numGradients, bool init)
+    DenseNonDecomposableStatisticVector::DenseNonDecomposableStatisticVector(
+      const DenseNonDecomposableStatisticView& view, uint32 numGradients, bool init)
         : ClearableViewDecorator<ViewDecorator<CompositeVector<AllocatedVector<float64>, AllocatedVector<float64>>>>(
             CompositeVector<AllocatedVector<float64>, AllocatedVector<float64>>(
               AllocatedVector<float64>(numGradients, init),
@@ -12,7 +13,9 @@ namespace boosting {
 
     DenseNonDecomposableStatisticVector::DenseNonDecomposableStatisticVector(
       const DenseNonDecomposableStatisticVector& other)
-        : DenseNonDecomposableStatisticVector(other.getNumGradients()) {
+        : ClearableViewDecorator<ViewDecorator<CompositeVector<AllocatedVector<float64>, AllocatedVector<float64>>>>(
+            CompositeVector<AllocatedVector<float64>, AllocatedVector<float64>>(
+              AllocatedVector<float64>(other.getNumGradients()), AllocatedVector<float64>(other.getNumHessians()))) {
         util::copyView(other.gradients_cbegin(), this->gradients_begin(), this->getNumGradients());
         util::copyView(other.hessians_cbegin(), this->hessians_begin(), this->getNumHessians());
     }
diff --git a/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_common.hpp b/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_common.hpp
index 7f148943a..8b5ed03f8 100644
--- a/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_common.hpp
+++ b/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_common.hpp
@@ -98,8 +98,8 @@ namespace boosting {
              */
             StatisticsSubset(const StatisticView& statisticView, const RuleEvaluationFactory& ruleEvaluationFactory,
                              const WeightVector& weights, const IndexVector& outputIndices)
-                : sumVector_(outputIndices.getNumElements(), true), statisticView_(statisticView), weights_(weights),
-                  outputIndices_(outputIndices),
+                : sumVector_(statisticView, outputIndices.getNumElements(), true), statisticView_(statisticView),
+                  weights_(weights), outputIndices_(outputIndices),
                   ruleEvaluationPtr_(ruleEvaluationFactory.create(sumVector_, outputIndices)) {}
 
             /**
@@ -182,7 +182,8 @@ namespace boosting {
                         : StatisticsSubset<StatisticVector, StatisticView, RuleEvaluationFactory, WeightVector,
                                            IndexVector>(statistics.statisticView_, statistics.ruleEvaluationFactory_,
                                                         statistics.weights_, outputIndices),
-                          tmpVector_(outputIndices.getNumElements()), totalSumVector_(&totalSumVector) {}
+                          tmpVector_(statistics.statisticView_, outputIndices.getNumElements()),
+                          totalSumVector_(&totalSumVector) {}
 
                     /**
                      * @see `IWeightedStatisticsSubset::resetSubset`
@@ -388,7 +389,7 @@ namespace boosting {
                                const WeightVector& weights)
                 : AbstractImmutableWeightedStatistics<StatisticVector, StatisticView, RuleEvaluationFactory,
                                                       WeightVector>(statisticView, ruleEvaluationFactory, weights),
-                  totalSumVectorPtr_(std::make_unique<StatisticVector>(statisticView.numCols, true)) {
+                  totalSumVectorPtr_(std::make_unique<StatisticVector>(statisticView, statisticView.numCols, true)) {
                 uint32 numStatistics = weights.getNumElements();
 
                 for (uint32 i = 0; i < numStatistics; i++) {