During our analysis of fatal confrontations with law enforcement, we delved into the interplay between factors like age, racial background, and threat levels with signs of psychological concerns.
Our investigation pinpointed a distinct association between age and markers of mental health. The t-test highlighted a significant age variation among individuals exhibiting or not exhibiting mental health symptoms, producing a t-statistic of 8.51 and an almost negligible p-value. This underscores the profound linkage between age and mental health anomalies in these scenarios.
Regarding racial background, we navigated through initial data anomalies and subsequently executed a chi-square analysis. This analysis showcased a considerable connection between racial background and markers of mental health, yielding a chi-square value of 171.23 and a p-value around 3.98×10^-35.
In a similar vein, there was a marked relationship between the level of threat assessed and indicators of mental health, as shown by a chi-square value of 24.48 and a p-value approaching 4.82×10^-6.