diff --git a/x-pack/plugins/ml/server/routes/schemas/anomaly_detectors_schema.ts b/x-pack/plugins/ml/server/routes/schemas/anomaly_detectors_schema.ts
index 005099e96581c..b6ca4acf8f78a 100644
--- a/x-pack/plugins/ml/server/routes/schemas/anomaly_detectors_schema.ts
+++ b/x-pack/plugins/ml/server/routes/schemas/anomaly_detectors_schema.ts
@@ -81,6 +81,10 @@ export const analysisConfigSchema = schema.object({
   detectors: schema.arrayOf(detectorSchema),
   influencers: schema.arrayOf(schema.maybe(schema.string())),
   categorization_field_name: schema.maybe(schema.string()),
+  categorization_analyzer: schema.maybe(schema.any()),
+  categorization_filters: schema.maybe(schema.arrayOf(schema.string())),
+  latency: schema.maybe(schema.number()),
+  multivariate_by_fields: schema.maybe(schema.boolean()),
   per_partition_categorization: schema.maybe(
     schema.object({
       enabled: schema.boolean(),