diff --git a/R/weighting.R b/R/weighting.R
index e8aa592..635dbee 100644
--- a/R/weighting.R
+++ b/R/weighting.R
@@ -48,9 +48,13 @@ estimate_weights <- function(dat,
   ret <- WeightIt::weightit(formula = as.formula(form),
                             data = dat,
                             method = method,
+                            stabilize = method_args$stabilize,
+                            by = method_args$by,
                             ps = NULL,
                             subclass = NULL,
                             missing = "ind",
+                            verbose = FALSE,
+                            include.obj = TRUE,
                             SL.library = method_args$sl_lib,
                             cvControl = list(
                               V = 3,
@@ -62,9 +66,7 @@ estimate_weights <- function(dat,
                               method_args$use_kernel == TRUE,
                               TRUE,
                               FALSE
-                            ),
-                            verbose = FALSE,
-                            include.obj = TRUE)
+                            ))
 
   return(list(
     weights = ret,
diff --git a/renv.lock b/renv.lock
index ac80671..78008bf 100644
--- a/renv.lock
+++ b/renv.lock
@@ -2,6 +2,26 @@
   "R": {
     "Version": "4.3.1",
     "Repositories": [
+      {
+        "Name": "BioCsoft",
+        "URL": "https://bioconductor.org/packages/3.17/bioc"
+      },
+      {
+        "Name": "BioCann",
+        "URL": "https://bioconductor.org/packages/3.17/data/annotation"
+      },
+      {
+        "Name": "BioCexp",
+        "URL": "https://bioconductor.org/packages/3.17/data/experiment"
+      },
+      {
+        "Name": "BioCworkflows",
+        "URL": "https://bioconductor.org/packages/3.17/workflows"
+      },
+      {
+        "Name": "BioCbooks",
+        "URL": "https://bioconductor.org/packages/3.17/books"
+      },
       {
         "Name": "CRAN",
         "URL": "https://cloud.r-project.org"
@@ -115,9 +135,9 @@
     },
     "RcppArmadillo": {
       "Package": "RcppArmadillo",
-      "Version": "0.12.6.3.0",
+      "Version": "0.12.6.4.0",
       "Source": "Repository",
-      "Repository": "RSPM",
+      "Repository": "CRAN",
       "Requirements": [
         "R",
         "Rcpp",
@@ -125,7 +145,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "4a4fc9c9d0d24ee8708bb17528372f30"
+      "Hash": "cafeccdc6577a445a15ce98b6a1805cf"
     },
     "RcppEigen": {
       "Package": "RcppEigen",
@@ -602,7 +622,7 @@
     },
     "credentials": {
       "Package": "credentials",
-      "Version": "1.3.2",
+      "Version": "2.0.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -612,7 +632,7 @@
         "openssl",
         "sys"
       ],
-      "Hash": "93762d0a34d78e6a025efdbfb5c6bb41"
+      "Hash": "c7844b32098dcbd1c59cbd8dddb4ecc6"
     },
     "crul": {
       "Package": "crul",
@@ -1723,7 +1743,7 @@
     },
     "knitr": {
       "Package": "knitr",
-      "Version": "1.43",
+      "Version": "1.44",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1735,7 +1755,7 @@
         "xfun",
         "yaml"
       ],
-      "Hash": "9775eb076713f627c07ce41d8199d8f6"
+      "Hash": "60885b9f746c9dfaef110d070b5f7dc0"
     },
     "labeling": {
       "Package": "labeling",
@@ -1957,13 +1977,13 @@
     },
     "minqa": {
       "Package": "minqa",
-      "Version": "1.2.5",
+      "Version": "1.2.6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "Rcpp"
       ],
-      "Hash": "587ce77fd3c7bada7eadb2d18b62930d"
+      "Hash": "f48238f8d4740426ca12f53f27d004dd"
     },
     "missRanger": {
       "Package": "missRanger",