Diagnostics Engine Executive Decision Intelligence System

Statistical Analytics & Diagnostic Diagnostics

Snapshot: 2026-07-17
Company
Pearson Correlation Matrix
Variable Marketing Spend Leads Generated Deals Closed
Marketing Spend 1.00 0.00 0.00
Leads Generated 0.00 1.00 0.00
Deals Closed 0.00 0.00 1.00

Note: Values near 1.0 indicate strong positive dependency, near -1.0 indicate inverse relationships, and near 0.0 represent neutral coefficients.

Analysis of Variance (ANOVA Matrix)

F-Statistic: 0.136
Degrees of Freedom: (2, 9)
SS Between (SSB): ₦27,739,760,845,784.82
SS Within (SSW): ₦919,971,787,083,114.00
Status: Homogeneous (No Sign. Variance)

F-Statistic: 18.017
Degrees of Freedom: (7, 285)
SS Between (SSB): ₦124,383,463,075,688.81
SS Within (SSW): ₦281,076,865,261,024.41
Status: Highly Significant Variance

F-Statistic: 0.2
Degrees of Freedom: (1, 3)
SS Between (SSB): ₦12,794,800,528,124,999,680.00
SS Within (SSW): ₦191,922,007,921,874,993,152.00
Status: Homogeneous (No Sign. Variance)

ANOVA evaluates whether variation in means across distinct categories/modes is statistically significant relative to variance within categories.

Revenue Additive Seasonality Factor (Monthly Indices)
Z-Score Outlier & Anomaly Detection
  • No metric changes exceeded 2.5 standard deviations.