📚 Comprehensive Guide: Fundamentals of Applied Statistics
Fundamentals of Applied Statistics by S.C. Gupta and V.K. Kapoor is a thorough, example-rich textbook covering classical statistical methods suitable for students and instructors seeking a conventional treatment of applied statistics. It’s strong on fundamentals and worked problems but less focused on modern computational approaches and recent methodological advances.
Extracting meaningful insights from experimental data requires isolating different sources of variation. This section is highly praised for its step-by-step mathematical derivations.
The book is divided into logical sections:
Introduces local control by grouping heterogeneous units into homogeneous blocks to isolate confounding variables.