diff --git a/fastlib2/contrib/dongryel/regression/dense_lpr.h b/fastlib2/contrib/dongryel/regression/dense_lpr.h
index fb843d0da6..c82d305b75 100644
--- a/fastlib2/contrib/dongryel/regression/dense_lpr.h
+++ b/fastlib2/contrib/dongryel/regression/dense_lpr.h
@@ -925,15 +925,24 @@ class DenseLpr {
     void ComputeConfidenceBands_(const Matrix &queries,
 				 Vector *query_regression_estimates,
 				 ArrayList<DRange> *query_confidence_bands,
-				 Vector *query_magnitude_weight_diagrams) {
+				 Vector *query_magnitude_weight_diagrams,
+				 bool queries_equal_references) {
       
       // Initialize the storage for the confidene bands.
       query_confidence_bands->Init(queries.n_cols());
       
       for(index_t q = 0; q < queries.n_cols(); q++) {
 	DRange &q_confidence_band = (*query_confidence_bands)[q];
-	double spread = z_score_ * (*query_magnitude_weight_diagrams)[q] * 
-	  sqrt(rset_variance_);
+	double spread;
+
+	if(queries_equal_references) {
+	  spread = z_score_ * (*query_magnitude_weight_diagrams)[q] * 
+	    sqrt(rset_variance_);
+	}
+	else {
+	  spread = z_score_ * (1 + (*query_magnitude_weight_diagrams)[q]) * 
+	    sqrt(rset_variance_);	  
+	}
 	
 	q_confidence_band.lo = (*query_regression_estimates)[q] - spread;
 	q_confidence_band.hi = (*query_regression_estimates)[q] + spread;
@@ -1062,7 +1071,8 @@ class DenseLpr {
       // Compute the confidence band around each query point.
       ComputeConfidenceBands_(queries, query_regression_estimates,
 			      query_confidence_bands,
-			      query_magnitude_weight_diagrams);
+			      query_magnitude_weight_diagrams,
+			      (query_influence_values != NULL));
     }
 
   public:
diff --git a/fastlib2/contrib/dongryel/regression/dense_lpr_main.cc b/fastlib2/contrib/dongryel/regression/dense_lpr_main.cc
index b0b863dd50..3dcde0e7a8 100644
--- a/fastlib2/contrib/dongryel/regression/dense_lpr_main.cc
+++ b/fastlib2/contrib/dongryel/regression/dense_lpr_main.cc
@@ -56,7 +56,7 @@ int main(int argc, char *argv[]) {
 
   // Store the results computed by the tree-based results.
   Vector fast_lpr_results;
-  if(!strcmp(fx_param_str_req(lpr_module, "mode"), "dt-dense-quick")) {
+  if(!strcmp(fx_param_str_req(lpr_module, "method"), "dt-dense-quick")) {
     printf("Running the DT-DENSE-LPR with Deng and Moore's prune rule.\n");
     DenseLpr<EpanKernel, QuickPruneLpr> fast_lpr;
     fast_lpr.Init(references, reference_targets, lpr_module);
diff --git a/fastlib2/contrib/dongryel/regression/naive_lpr.h b/fastlib2/contrib/dongryel/regression/naive_lpr.h
index 6150a147ff..ec71b716c4 100644
--- a/fastlib2/contrib/dongryel/regression/naive_lpr.h
+++ b/fastlib2/contrib/dongryel/regression/naive_lpr.h
@@ -222,15 +222,24 @@ class NaiveLpr {
   void ComputeConfidenceBands_(const Matrix &queries,
 			       Vector *query_regression_estimates,
 			       ArrayList<DRange> *query_confidence_bands,
-			       Vector *query_magnitude_weight_diagrams) {
+			       Vector *query_magnitude_weight_diagrams,
+			       bool queries_equal_references) {
 
     // Initialize the storage for the confidene bands.
     query_confidence_bands->Init(queries.n_cols());
     
     for(index_t q = 0; q < queries.n_cols(); q++) {
       DRange &q_confidence_band = (*query_confidence_bands)[q];
-      double spread = z_score_ * (*query_magnitude_weight_diagrams)[q] * 
-	sqrt(rset_variance_);
+      double spread;
+      
+      if(queries_equal_references) {
+	spread = z_score_ * (*query_magnitude_weight_diagrams)[q] * 
+	  sqrt(rset_variance_);
+      }
+      else {
+	spread = z_score_ * (1 + (*query_magnitude_weight_diagrams)[q]) * 
+	  sqrt(rset_variance_);
+      }
 
       q_confidence_band.lo = (*query_regression_estimates)[q] - spread;
       q_confidence_band.hi = (*query_regression_estimates)[q] + spread;
@@ -293,7 +302,8 @@ class NaiveLpr {
 
     ComputeConfidenceBands_(queries, query_regression_estimates,
 			    query_confidence_bands,
-			    query_magnitude_weight_diagrams);
+			    query_magnitude_weight_diagrams,
+			    (query_influence_values != NULL));
   }
 
   /** @brief Initialize the bandwidth by either fixed bandwidth