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Key Features:* Concepts and methods derived from first principles for deeper understanding* Covers probability, distributions, inference, correlation, ANOVA, and non-parametric methods* Emphasis on clarity with minimal mathematics, making it accessible across disciplines* Includes numerous solved examples and alternative derivations for easier calculations* Special chapter on computer programs for complex statistical problems and tables* Useful for students, teachers, and researchers applying statistics to real-life problems