diff --git a/pyproject.toml b/pyproject.toml
index 9c905eac..7a9cbd1a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,32 +7,32 @@ license = "Apache-2.0"
 authors = [{name = "CFA"}]
 requires-python = ">= 3.13"
 dependencies = [
-    "jax>=0.7.0",
-    "numpy>=2.4.6",
-    "polars>=1.2.1",
+    "jax>=0.11.0",
+    "numpy>=2.5.1",
+    "polars>=1.43.0",
     "numpyro>=0.21.0",
 ]
 
 [dependency-groups]
 dev = [
-    "arviz>=1.0.0",
-    "beautifulsoup4>=4.13.5",
+    "arviz>=1.2.0",
+    "beautifulsoup4>=4.15.0",
     "deptry>=0.23.1",
-    "ipykernel>=6.30.1",
+    "ipykernel>=7.3.0",
     "markdown-callouts>=0.4.0",
     "mkdocs>=1.6.1",
     "mkdocs-awesome-pages-plugin>=2.10.1",
-    "mkdocs-material>=9.6.19",
-    "mkdocstrings>=0.30.0",
-    "mkdocstrings-python>=1.18.2",
+    "mkdocs-material>=9.7.7",
+    "mkdocstrings>=1.0.6",
+    "mkdocstrings-python>=2.0.5",
     "nbconvert>=7.17.1",
-    "pandas>=3.0.3",
-    "plotnine>=0.15.4",
-    "pre-commit>=4.6.0",
-    "pytest>=9.0.3",
+    "pandas>=3.0.5",
+    "plotnine>=0.15.7",
+    "pre-commit>=4.6.1",
+    "pytest>=9.1.1",
     "pytest-cov>=6.3.0",
-    "ruff>=0.15.16",
-    "scipy>=1.16.1",
+    "ruff>=0.15.22",
+    "scipy>=1.18.0",
 ]
 
 [build-system]
diff --git a/uv.lock b/uv.lock
index 202c93ef..22c1584b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -21,21 +21,21 @@ wheels = [
 
 [[package]]
 name = "arviz"
-version = "1.1.0"
+version = "1.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "arviz-base" },
     { name = "arviz-plots" },
     { name = "arviz-stats", extra = ["xarray"] },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/ac/da/1a15d73964342f63a4459a4b42838ad793c12421e27339b621f5227bcf97/arviz-1.2.0.tar.gz", hash = "sha256:ce9d8233691e37dc4b57b670ac1da3cca0f9312280fb0d77e7cd743772d2895c", size = 8665, upload-time = "2026-06-12T17:41:14.283Z" }
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+    { url = "https://files.pythonhosted.org/packages/d2/37/e66d037fd935f40606fc5dc1c610d78653037dd62d656a25cead401d81dc/arviz-1.2.0-py3-none-any.whl", hash = "sha256:3b2b313b4b57ebb2e028c5237e4eacbd4f56084d0162128f8f1f42266c7cf515", size = 9153, upload-time = "2026-06-12T17:41:13.149Z" },
 ]
 
 [[package]]
 name = "arviz-base"
-version = "1.1.0"
+version = "1.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "lazy-loader" },
@@ -43,35 +43,35 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "xarray" },
 ]
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 [[package]]
 name = "arviz-plots"
-version = "1.1.0"
+version = "1.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "arviz-base" },
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+    { url = "https://files.pythonhosted.org/packages/1a/06/85b6f3d07c8b0bd232c05c236188575074fcb9006174e5a5ca5b6dd12a9f/arviz_plots-1.2.0-py3-none-any.whl", hash = "sha256:2e16ed95ce6d6fbb171d60f7300f50c520ebeeb132be7539591a018076f66f16", size = 243949, upload-time = "2026-06-12T17:12:08.906Z" },
 ]
 
 [[package]]
 name = "arviz-stats"
-version = "1.1.0"
+version = "1.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy" },
     { name = "scipy" },
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+    { url = "https://files.pythonhosted.org/packages/96/8f/73f43d90534d49a4af4c8e35d5b60e2838435b0318f44262dc6fe2dd39d8/arviz_stats-1.2.0-py3-none-any.whl", hash = "sha256:f9084addeb1abdbab6e9816f0a063118bc4ff7c48ce9141a4dad20b0e41410ae", size = 183844, upload-time = "2026-06-12T16:20:10.191Z" },
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 [package.optional-dependencies]
@@ -123,15 +123,15 @@ wheels = [
 
 [[package]]
 name = "beautifulsoup4"
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+version = "4.15.0"
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+    { url = "https://files.pythonhosted.org/packages/88/c6/92fcd42f1ba33e1184263f25bfabf3d27c383410470f169e4b8163bf9c17/beautifulsoup4-4.15.0-py3-none-any.whl", hash = "sha256:d6f88de62e1d4e38ecb1077eb9724cd0eff29d2a08ca16a401e9b9e93f117cf9", size = 109924, upload-time = "2026-06-07T16:44:21.566Z" },
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 [[package]]
@@ -620,7 +620,7 @@ wheels = [
 
 [[package]]
 name = "ipykernel"
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+version = "7.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -630,16 +630,16 @@ dependencies = [
     { name = "jupyter-client" },
     { name = "jupyter-core" },
     { name = "matplotlib-inline" },
-    { name = "nest-asyncio" },
+    { name = "nest-asyncio2" },
     { name = "packaging" },
     { name = "psutil" },
     { name = "pyzmq" },
     { name = "tornado" },
     { name = "traitlets" },
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@@ -687,14 +687,14 @@ dependencies = [
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