Mohammed Rashad
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StatsOpsHypothesis TestingRCorrelation

academic project

Statistical Analysis of MBTA Transit Efficiency

problem · Evaluate service reliability gaps between transit lines to propose operational efficiency improvements.

the result, at a glance

approach & results

  • Hypothesis testing (N = 80+) proved the Orange Line consistently outperformed the Green Line despite higher demand.
  • Recommended real-time frequency modulation to mitigate bottlenecks, backed by crowd-vs-delay correlation.