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Nurul Islam’s text is designed to bridge the gap between theoretical mathematics and practical application. Unlike many dense theoretical treatises, this book targets advanced high school students, undergraduates, and professionals who need a functional command of data analysis. The central thesis is that statistics is not just about calculating numbers, but about making informed decisions in the face of uncertainty. Scales of Measurement: