diff --git a/gui/test/app/util/stan_stats/data.ts b/gui/test/app/util/stan_stats/data.ts
new file mode 100644
index 00000000..70b8e7eb
--- /dev/null
+++ b/gui/test/app/util/stan_stats/data.ts
@@ -0,0 +1,17 @@
+import stanCSV1 from "./data/stan1.csv?raw";
+import stanCSV2 from "./data/stan2.csv?raw";
+
+const parseCSV = (csv: string): number[][] => {
+  let lines = csv.split("\n");
+  lines = lines.filter((l) => l.trim() && !l.trimStart().startsWith("#"));
+  lines.shift(); // remove header
+  const data = lines.map((line) => {
+    return line.split(",").map((value) => parseFloat(value));
+  });
+  // transpose
+  const dataT = data[0].map((_, i) => data.map((row) => row[i]));
+  return dataT;
+};
+
+export const data1 = parseCSV(stanCSV1);
+export const data2 = parseCSV(stanCSV2);
diff --git a/gui/test/app/util/stan_stats/data/stan1.csv b/gui/test/app/util/stan_stats/data/stan1.csv
new file mode 100644
index 00000000..8467f9e6
--- /dev/null
+++ b/gui/test/app/util/stan_stats/data/stan1.csv
@@ -0,0 +1,1045 @@
+# stan_version_major = 1
+# stan_version_minor = 3
+# stan_version_patch = 0
+# model = blocker_model
+# method = sample (Default)
+#   sample
+#     num_samples = 1000 (Default)
+#     num_warmup = 1000 (Default)
+#     save_warmup = 0 (Default)
+#     thin = 1 (Default)
+#     adapt
+#       engaged = 1 (Default)
+#       gamma = 0.050000000000000003 (Default)
+#       delta = 0.65000000000000002 (Default)
+#       kappa = 0.75 (Default)
+#       t0 = 10 (Default)
+#     algorithm = hmc (Default)
+#       hmc
+#         engine = nuts (Default)
+#           nuts
+#             max_depth = 10 (Default)
+#         metric = diag_e (Default)
+#         stepsize = 1 (Default)
+#         stepsize_jitter = 0 (Default)
+# id = 1
+# data = src/models/bugs_examples/vol1/blocker/blocker.data.R
+# init = src/models/bugs_examples/vol1/blocker/blocker.init.R
+# random
+#   seed = 1434717929
+# output
+#   sample = samples.csv (Default)
+#   append_sample = 0 (Default)
+#   diagnostic =  (Default)
+#   append_diagnostic = 0 (Default)
+#   refresh = 100 (Default)
+#   save_warmup = 0 (Default)
+lp__,accept_stat__,stepsize__,treedepth__,d,sigmasq_delta,mu.1,mu.2,mu.3,mu.4,mu.5,mu.6,mu.7,mu.8,mu.9,mu.10,mu.11,mu.12,mu.13,mu.14,mu.15,mu.16,mu.17,mu.18,mu.19,mu.20,mu.21,mu.22,delta.1,delta.2,delta.3,delta.4,delta.5,delta.6,delta.7,delta.8,delta.9,delta.10,delta.11,delta.12,delta.13,delta.14,delta.15,delta.16,delta.17,delta.18,delta.19,delta.20,delta.21,delta.22,delta_new,sigma_delta
+# Adaptation terminated
+# Step size = 0.350484
+# Diagonal elements of inverse mass matrix:
+# 0.00353462, 0.935044, 0.207488, 0.057726, 0.0832164, 0.00725564, 0.0211464, 0.132239, 0.00629474, 0.015251, 0.0197042, 0.00475182, 0.0121151, 0.0166284, 0.0441517, 0.0187878, 0.0191823, 0.0188328, 0.0371399, 0.0956852, 0.106922, 0.0165145, 0.0231892, 0.0176588, 0.0290442, 0.0224101, 0.018034, 0.00933002, 0.0173806, 0.0260654, 0.0113518, 0.0125966, 0.0132406, 0.00643862, 0.00999104, 0.0133324, 0.0193036, 0.0283918, 0.0150186, 0.0120746, 0.0197684, 0.0258469, 0.023299, 0.0124972, 0.0209571, 0.0176207, 0.0276856
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+-5932.62,0.937387,0.350484,3,-0.104827,0.0690368,-3.05449,-2.34465,-2.08179,-2.4502,-2.30957,-2.11545,-1.84401,-2.0954,-2.02986,-2.3084,-2.23206,-1.46673,-3.09443,-2.8694,-1.57561,-1.56938,-1.73972,-3.16606,-4.45638,-1.35661,-2.11211,-2.87514,-0.10995,-0.364036,-0.113427,-0.213721,-0.0706475,-0.28905,-0.464212,-0.027091,-0.169623,-0.12331,-0.322205,-0.246085,-0.122203,0.150344,-0.0679014,0.0180877,-0.213304,-0.240342,0.24665,-0.220636,-0.512093,-0.217441,0.498282,0.262749
+
+#  Elapsed Time: 0.189802 seconds (Warm-up)
+#                0.180837 seconds (Sampling)
+#                0.370639 seconds (Total)
diff --git a/gui/test/app/util/stan_stats/data/stan2.csv b/gui/test/app/util/stan_stats/data/stan2.csv
new file mode 100644
index 00000000..031ec4cc
--- /dev/null
+++ b/gui/test/app/util/stan_stats/data/stan2.csv
@@ -0,0 +1,1045 @@
+# stan_version_major = 1
+# stan_version_minor = 3
+# stan_version_patch = 0
+# model = blocker_model
+# method = sample (Default)
+#   sample
+#     num_samples = 1000 (Default)
+#     num_warmup = 1000 (Default)
+#     save_warmup = 0 (Default)
+#     thin = 1 (Default)
+#     adapt
+#       engaged = 1 (Default)
+#       gamma = 0.050000000000000003 (Default)
+#       delta = 0.65000000000000002 (Default)
+#       kappa = 0.75 (Default)
+#       t0 = 10 (Default)
+#     algorithm = hmc (Default)
+#       hmc
+#         engine = nuts (Default)
+#           nuts
+#             max_depth = 10 (Default)
+#         metric = diag_e (Default)
+#         stepsize = 1 (Default)
+#         stepsize_jitter = 0 (Default)
+# id = 2
+# data = src/models/bugs_examples/vol1/blocker/blocker.data.R
+# init = src/models/bugs_examples/vol1/blocker/blocker.init.R
+# random
+#   seed = 1434732768
+# output
+#   sample = samples.csv (Default)
+#   append_sample = 0 (Default)
+#   diagnostic =  (Default)
+#   append_diagnostic = 0 (Default)
+#   refresh = 100 (Default)
+#   save_warmup = 0 (Default)
+lp__,accept_stat__,stepsize__,treedepth__,d,sigmasq_delta,mu.1,mu.2,mu.3,mu.4,mu.5,mu.6,mu.7,mu.8,mu.9,mu.10,mu.11,mu.12,mu.13,mu.14,mu.15,mu.16,mu.17,mu.18,mu.19,mu.20,mu.21,mu.22,delta.1,delta.2,delta.3,delta.4,delta.5,delta.6,delta.7,delta.8,delta.9,delta.10,delta.11,delta.12,delta.13,delta.14,delta.15,delta.16,delta.17,delta.18,delta.19,delta.20,delta.21,delta.22,delta_new,sigma_delta
+# Adaptation terminated
+# Step size = 0.394006
+# Diagonal elements of inverse mass matrix:
+# 0.00322863, 0.807456, 0.197456, 0.057008, 0.0568689, 0.00658556, 0.0245002, 0.140821, 0.00633985, 0.0154381, 0.0227073, 0.00514662, 0.0106679, 0.0159943, 0.0524667, 0.0180388, 0.0261897, 0.0206052, 0.0286902, 0.0842937, 0.12626, 0.0161488, 0.019305, 0.019815, 0.0227948, 0.0226141, 0.0219908, 0.00837366, 0.0195498, 0.0276844, 0.0110352, 0.017097, 0.0176254, 0.00791707, 0.0105336, 0.0152164, 0.0236931, 0.026425, 0.0168275, 0.0155721, 0.0222602, 0.0295932, 0.0266263, 0.0133522, 0.0213881, 0.0193669, 0.0282044
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+-5910.98,0.632625,0.394006,2,-0.12934,0.00473423,-2.09393,-2.28594,-2.23098,-2.48037,-2.53287,-2.68241,-1.78012,-1.95311,-1.97026,-2.27822,-2.56103,-1.37949,-2.85621,-2.75915,-1.44262,-1.79765,-1.88488,-3.06805,-3.49353,-1.64286,-2.14479,-2.81321,-0.268059,-0.196494,-0.0537084,-0.0943827,-0.101956,-0.258668,-0.316248,-0.324521,-0.193499,-0.216894,-0.138516,-0.133958,-0.250409,-0.0959429,-0.220508,-0.137888,-0.120172,-0.163779,-0.050384,-0.148727,-0.108157,-0.210316,-0.15199,0.0688058
+-5908.03,0.158498,0.394006,3,-0.178018,0.00445031,-1.92224,-2.29512,-2.15405,-2.46519,-2.41829,-2.58258,-1.91427,-2.18887,-2.09545,-2.14936,-2.41168,-1.29643,-3.01044,-2.5586,-1.27603,-1.62881,-2.1347,-3.07831,-3.20539,-1.52986,-2.04223,-2.98792,-0.269723,-0.174848,-0.30569,-0.179021,-0.217483,-0.208728,-0.101457,-0.161089,-0.185646,-0.229148,-0.191378,-0.244462,-0.0683009,-0.216937,-0.123887,-0.177736,-0.219465,-0.1693,-0.239651,-0.143358,-0.317836,-0.127913,-0.204033,0.0667106
+-5908.03,0.181003,0.394006,2,-0.178018,0.00445031,-1.92224,-2.29512,-2.15405,-2.46519,-2.41829,-2.58258,-1.91427,-2.18887,-2.09545,-2.14936,-2.41168,-1.29643,-3.01044,-2.5586,-1.27603,-1.62881,-2.1347,-3.07831,-3.20539,-1.52986,-2.04223,-2.98792,-0.269723,-0.174848,-0.30569,-0.179021,-0.217483,-0.208728,-0.101457,-0.161089,-0.185646,-0.229148,-0.191378,-0.244462,-0.0683009,-0.216937,-0.123887,-0.177736,-0.219465,-0.1693,-0.239651,-0.143358,-0.317836,-0.127913,-0.204033,0.0667106
+-5914.74,0.00402167,0.394006,3,-0.231178,0.00602674,-2.00964,-2.11745,-2.26902,-2.40742,-2.32923,-2.32428,-1.83231,-2.0318,-1.94871,-2.17126,-2.46471,-1.30464,-2.89418,-2.70198,-1.25426,-1.50135,-2.27707,-3.02056,-3.49447,-1.6359,-2.04597,-2.82156,-0.256294,-0.415606,-0.0792214,-0.172117,0.0281725,-0.222134,-0.165808,-0.205257,-0.223938,-0.253304,-0.137047,-0.302748,-0.129897,-0.173396,-0.387075,-0.260497,-0.207097,-0.347425,-0.15973,-0.237417,-0.34013,-0.142841,-0.320874,0.0776321
+-5916.73,1,0.394006,2,-0.15064,0.017351,-2.26322,-2.10594,-2.00695,-2.47251,-2.39427,-2.05474,-1.74523,-2.19338,-2.06613,-2.34334,-2.31845,-1.51244,-3.03847,-2.63928,-1.32123,-1.51492,-1.94681,-2.54953,-3.22812,-1.53347,-2.37431,-3.01232,-0.177777,-0.0244224,-0.332735,-0.220878,-0.45631,-0.15119,-0.35972,-0.115708,-0.241912,-0.234761,-0.208734,-0.103837,-0.249174,-0.0960714,-0.432873,-0.082274,-0.112334,-0.108847,-0.187637,-0.119933,-0.110995,-0.408513,-0.0820288,0.131723
+-5924.26,0.65056,0.394006,2,-0.279739,0.0166843,-1.86503,-1.99288,-1.92919,-2.31439,-2.33975,-2.16693,-1.70094,-1.95803,-1.90497,-2.16541,-2.27916,-1.41969,-2.55331,-2.8304,-1.27111,-1.51044,-2.38748,-2.94386,-3.40097,-1.58504,-2.2292,-2.96227,-0.273465,-0.339588,0.0534483,-0.308446,-0.246551,-0.168877,-0.167758,-0.287819,-0.0990285,-0.191222,-0.273382,-0.163446,-0.302433,-0.046853,-0.135663,-0.247304,-0.110615,-0.218238,-0.0798249,-0.20417,-0.244006,-0.352001,-0.121557,0.129168
+-5923.29,0.965501,0.394006,3,-0.255606,0.0235855,-2.67252,-2.44209,-2.29394,-2.46875,-2.56942,-1.68649,-1.50948,-2.27225,-1.66529,-2.14944,-2.35983,-1.45635,-3.15964,-2.76938,-1.35647,-1.42623,-1.79256,-3.04984,-3.66905,-1.40797,-2.07139,-2.98638,-0.0636753,-0.199701,-0.473038,-0.137245,-0.0575955,-0.295419,-0.444335,0.0298729,-0.233311,-0.228439,-0.157783,-0.163367,-0.0935531,-0.124048,-0.329778,-0.171263,-0.197807,-0.195595,-0.394586,-0.282765,-0.398495,-0.387386,-0.168911,0.153576
+-5920.16,0.971327,0.394006,2,-0.229639,0.00633133,-2.09276,-2.21845,-1.8426,-2.4303,-2.42516,-2.68929,-1.912,-2.16619,-2.12847,-2.34136,-2.47673,-1.58717,-3.04774,-2.55181,-1.25383,-1.73265,-2.01335,-3.33698,-3.70988,-1.65018,-1.97145,-2.72551,-0.329504,-0.269306,-0.0841147,-0.236126,-0.237421,-0.234292,-0.244686,-0.239176,-0.316206,-0.324111,-0.113477,-0.185894,-0.324344,-0.217102,-0.189961,-0.201164,-0.219273,-0.539629,-0.0573529,-0.165802,-0.32912,-0.416612,-0.268131,0.0795696
+-5911.63,0.760756,0.394006,2,-0.207285,0.00530494,-2.63007,-2.03179,-2.11033,-2.51515,-2.6039,-2.14535,-1.80691,-2.0984,-1.91525,-2.17858,-2.5178,-1.333,-3.01526,-2.7001,-1.20213,-1.69535,-2.04087,-3.39977,-3.07685,-1.56804,-2.20731,-2.84091,-0.190583,-0.328625,-0.462132,-0.123713,-0.228273,-0.227756,-0.221922,-0.219288,-0.228047,-0.230803,-0.154313,-0.256161,-0.17906,-0.229638,-0.349023,-0.143907,-0.287782,-0.322035,-0.16188,-0.306931,-0.236934,-0.165562,-0.260876,0.072835
+
+#  Elapsed Time: 0.176053 seconds (Warm-up)
+#                0.165157 seconds (Sampling)
+#                0.34121 seconds (Total)
diff --git a/gui/test/app/util/stan_stats/ess.test.ts b/gui/test/app/util/stan_stats/ess.test.ts
new file mode 100644
index 00000000..c4138229
--- /dev/null
+++ b/gui/test/app/util/stan_stats/ess.test.ts
@@ -0,0 +1,134 @@
+import { describe, expect, test } from "vitest";
+import {
+  compute_effective_sample_size,
+  compute_split_effective_sample_size,
+} from "@SpUtil/stan_stats/stan_stats";
+import { computeStdDev } from "@SpUtil/stan_stats/summaryStats";
+
+import { data1, data2 } from "./data";
+
+describe("ESS", () => {
+  test("too few samples", () => {
+    const chains = [[1, 2]];
+    const actual = compute_effective_sample_size(chains);
+    expect(actual).toBe(NaN);
+  });
+
+  test("Non-finite", () => {
+    const chains = [[1, 2, 3, 4, 5, 6, Infinity]];
+    const actual = compute_effective_sample_size(chains);
+    expect(actual).toBe(NaN);
+  });
+
+  test("Constant chains", () => {
+    const chain = [1, 1, 1, 1, 1, 1, 1];
+    const chains = [chain, chain];
+    const actual = compute_effective_sample_size(chains);
+    expect(actual).toBe(NaN);
+  });
+
+  test("one chain", () => {
+    // Based on the unit test in Stan 2.35 but with more digits of precision
+    // https://github.com/stan-dev/stan/blob/v2.35.0/src/test/unit/analyze/mcmc/compute_effective_sample_size_test.cpp#L22-L57
+
+    const expected_ess = [
+      284.77189783, 105.68133852, 668.69085592, 569.40248945, 523.29194917,
+      403.39642868, 432.34846958, 441.28796989, 209.86506314, 472.82764779,
+      451.13261546, 429.32700879, 375.41770775, 507.37609173, 222.90641272,
+      218.27768923, 316.07200543, 489.08398336, 404.05662679, 379.35140759,
+      232.84915591, 445.68359658, 675.56238444, 362.88182976, 720.20116516,
+      426.74354119, 376.69233682, 509.39946501, 247.15051215, 440.42603897,
+      160.53246711, 411.10864659, 419.39514647, 411.98813366, 425.52858473,
+      420.61546436, 336.49516091, 131.94624221, 461.60551174, 469.62779507,
+      479.45824312, 611.19593264, 483.30090212, 584.6144363, 500.26381682,
+      453.11227606, 646.06673456, 72.18775005,
+    ];
+
+    for (const [i, expected] of expected_ess.entries()) {
+      const chains = [data1[i + 4]];
+      const actual = compute_effective_sample_size(chains);
+      expect(actual).toBeCloseTo(expected, 8);
+    }
+  });
+
+  test("two chains", () => {
+    // Based on the unit test in Stan 2.35 but with more digits of precision
+    // https://github.com/stan-dev/stan/blob/v2.35.0/src/test/unit/analyze/mcmc/compute_effective_sample_size_test.cpp#L59-L96
+
+    const expected_ess = [
+      467.36757686, 138.62780027, 1171.62891355, 543.89301136, 519.89670767,
+      590.53267759, 764.75729757, 690.21936104, 326.2174526, 505.50985231,
+      356.4451065, 590.14928533, 655.71371952, 480.727695, 178.74587968,
+      184.87140679, 643.85564048, 472.13048627, 563.84825583, 584.74450883,
+      449.13707437, 400.2347514, 339.21683773, 680.60538752, 1410.38271694,
+      836.01702508, 871.38979093, 952.26509331, 620.94420986, 869.97895746,
+      235.16790031, 788.52022938, 911.34806602, 234.22761856, 909.20881398,
+      748.70965886, 722.36225578, 196.76168649, 945.74138475, 768.7970146,
+      725.52731616, 1078.4672626, 471.56987828, 956.35673474, 498.19497759,
+      582.66324514, 696.8506905, 99.78353935,
+    ];
+
+    for (const [i, expected] of expected_ess.entries()) {
+      const chains = [data1[i + 4], data2[i + 4]];
+      const actual = compute_effective_sample_size(chains);
+
+      expect(actual).toBeCloseTo(expected, 8);
+    }
+  });
+
+  test("two chains (split)", () => {
+    // https://github.com/stan-dev/stan/blob/v2.35.0/src/test/unit/analyze/mcmc/compute_effective_sample_size_test.cpp#L170-L208
+    const expected_ess = [
+      467.84472286, 134.49757091, 1189.59121923, 569.19341812, 525.00159997,
+      572.69157167, 763.91010048, 710.97717906, 338.29803319, 493.34818866,
+      333.49289697, 588.28304375, 665.62041018, 504.26271137, 187.04932436,
+      156.91316803, 650.01816166, 501.45489247, 570.16074452, 550.3664524,
+      446.21946848, 408.21801438, 364.20430683, 678.69938531, 1419.23404653,
+      841.74191739, 881.92328583, 960.42014222, 610.92148539, 917.64184496,
+      239.59903291, 773.72649323, 921.33231871, 227.34002818, 900.81898633,
+      748.47755057, 727.36524051, 184.94880796, 948.42542442, 776.03021619,
+      735.27919044, 1077.17739932, 475.25192235, 955.28139954, 503.04549546,
+      591.91289033, 715.96959077, 95.5938079,
+    ];
+
+    for (const [i, expected] of expected_ess.entries()) {
+      const chains = [data1[i + 4], data2[i + 4]];
+      const actual = compute_split_effective_sample_size(chains);
+
+      expect(actual).toBeCloseTo(expected, 8);
+    }
+  });
+});
+
+describe("MCSE", () => {
+  test("MCSE from ESS", () => {
+    const expected_mcse = [
+      1.04145411, 3.791888876e-2, 2.17337681e-2, 1.825876681e-2, 2.6612159e-3,
+      1.131246947e-3, 1.260798781e-2, 1.030700714e-2, 1.228143969e-2,
+      3.330029841e-3, 5.353227092e-3, 1.308588008e-2, 4.700032366e-3,
+      5.257861092e-3, 7.53385116e-3, 2.758236978e-3, 4.345012004e-3,
+      5.841727439e-3, 1.771073621e-2, 1.03721158e-2, 6.046724542e-3,
+      6.605926256e-3, 7.575775682e-3, 1.190997112e-2, 1.602859734e-2,
+      7.008613253e-3, 7.249334314e-3, 5.329946992e-3, 3.879811372e-3,
+      4.748270142e-3, 4.865599426e-3, 2.880021654e-3, 5.057902504e-3,
+      4.800369415e-3, 7.453771374e-3, 4.140658457e-3, 3.925703715e-3,
+      5.498448282e-3, 3.515675895e-3, 4.387941995e-3, 5.155243445e-3,
+      1.318791554e-2, 3.738973852e-3, 4.325514463e-3, 4.724583423e-3,
+      4.468024552e-3, 7.140312463e-3, 3.651782874e-3, 5.773674797e-3,
+      5.189233437e-3, 6.343078722e-3, 4.972475627e-3,
+    ];
+
+    const MCSE = (d: number[][]) => {
+      const ess = compute_effective_sample_size(d);
+      const std = computeStdDev(d.flat());
+      return std / Math.sqrt(ess);
+    };
+
+    for (const [i, expected] of expected_mcse.entries()) {
+      const chains = [data1[i], data2[i]];
+      const actual = MCSE(chains);
+
+      expect(actual).toBeCloseTo(expected, 8);
+    }
+  });
+});
diff --git a/gui/test/app/util/stan_stats/rhat.test.ts b/gui/test/app/util/stan_stats/rhat.test.ts
new file mode 100644
index 00000000..2131f6de
--- /dev/null
+++ b/gui/test/app/util/stan_stats/rhat.test.ts
@@ -0,0 +1,68 @@
+import { describe, expect, test } from "vitest";
+import {
+  compute_potential_scale_reduction,
+  compute_split_potential_scale_reduction,
+} from "@SpUtil/stan_stats/stan_stats";
+
+import { data1, data2 } from "./data";
+
+describe("R-Hat", () => {
+  test("too few samples", () => {
+    const chains = [[1, 2]];
+    const actual = compute_potential_scale_reduction(chains);
+    expect(actual).toBe(NaN);
+  });
+
+  test("Non-finite", () => {
+    const chains = [[1, 2, 3, 4, 5, 6, Infinity]];
+    const actual = compute_potential_scale_reduction(chains);
+    expect(actual).toBe(NaN);
+  });
+
+  test("Constant chains", () => {
+    const chain = [1, 1, 1, 1, 1, 1, 1];
+    const chains = [chain, chain];
+    const actual = compute_potential_scale_reduction(chains);
+    expect(actual).toBe(NaN);
+  });
+
+  test("basic", () => {
+    // Based on the unit test in Stan 2.35 but using slightly more precision:
+    // https://github.com/stan-dev/stan/blob/v2.35.0/src/test/unit/analyze/mcmc/compute_potential_scale_reduction_test.cpp#L23-L60
+    const expected_rhat = [
+      1.000417, 1.000359, 0.999546, 1.000466, 1.001193, 1.000887, 1.000175,
+      1.00019, 1.002262, 0.999539, 0.999603, 0.999511, 1.002374, 1.005145,
+      1.005657, 0.999572, 1.000986, 1.008535, 1.000799, 0.999605, 1.000602,
+      1.000457, 1.010228, 0.9996, 1.0011, 0.999672, 0.999734, 0.999579,
+      1.002418, 1.002131, 1.002444, 0.999978, 0.999686, 1.000791, 0.999546,
+      1.000902, 1.001362, 1.002881, 1.00036, 0.999889, 1.000768, 0.999972,
+      1.001942, 0.999718, 1.002574, 1.001089, 1.000042, 0.999555,
+    ];
+
+    for (const [i, expected] of expected_rhat.entries()) {
+      const chains = [data1[i + 4], data2[i + 4]];
+      const actual = compute_potential_scale_reduction(chains);
+      expect(actual).toBeCloseTo(expected, 6);
+    }
+  });
+
+  test("split", () => {
+    const expected_rhat = [
+      1.00718209, 1.00472781, 0.99920319, 1.00060574, 1.00378194, 1.01031069,
+      1.00173146, 1.00449845, 1.0011052, 1.00336914, 1.00546003, 1.00105054,
+      1.00557523, 1.00462913, 1.00534461, 1.01243951, 1.00174291, 1.00718051,
+      1.00186144, 1.0055401, 1.00436048, 1.00146549, 1.01016783, 1.00161542,
+      1.00143164, 1.0005802, 0.99922069, 1.00012079, 1.01028435, 1.00100481,
+      1.00304822, 1.00435219, 1.00054786, 1.00246262, 1.00446672, 1.00479686,
+      1.00209188, 1.01159003, 1.00201738, 1.00076562, 1.00209813, 1.00262278,
+      1.00308325, 1.00196623, 1.002463, 1.00084883, 1.00047332, 1.00735293,
+    ];
+
+    for (const [i, expected] of expected_rhat.entries()) {
+      const chains = [data1[i + 4], data2[i + 4]];
+      const actual = compute_split_potential_scale_reduction(chains);
+
+      expect(actual).toBeCloseTo(expected, 6);
+    }
+  });
+});