Statistical analysis in sensory testing is crucial for interpreting subjective data from human senses to make informed decisions about product quality and consumer preferences. It involves using statistical methods to assess the reliability and significance of sensory panel results, ensuring that conclusions drawn are scientifically valid and meaningful.