| Feature | Gupta & Kapoor | Anderson, Sweeney & Williams (Essentials of Statistics for Business & Economics) | Freedman, Pisani & Purves (Statistics) | |--------|----------------|---------------------------------------------------|------------------------------------------| | | Indian UG/PG, competitive exams | MBA, business analytics | Social sciences, general readers | | Mathematical rigour | Medium-high (derivations included) | Low-medium (formula-focused) | Medium (conceptual) | | Solved problems | Very high (~300+ fully solved) | Medium | Low | | Cost (print) | ₹600 | ₹8,000+ (international) | ₹10,000+ | | Coverage of non-parametrics | Yes (full chapter) | No | Partial |
Formulas for Crude Birth Rate (CBR), General Fertility Rate (GFR), and Total Fertility Rate (TFR).
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The simplest design type where treatments are assigned entirely at random to experimental units. | Feature | Gupta & Kapoor | Anderson,
┌────────────────────────────────────────────────────────┐ │ Gupta & Kapoor Methodology │ └───────────────────────────┬────────────────────────────┘ │ ┌────────────────────┼────────────────────┐ ▼ ▼ ▼ [Rigorous Theory] [Step-by-Step] [Exam-Oriented] Mathematical proofs Solved examples Exercise questions for active learning for real analysis from actual papers 1. Mathematical Rigor with Practical Clarity
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A design used to control a single source of external variability by grouping homogeneous units into blocks.
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The book is authored by two distinguished Indian statisticians:
A detailed exploration of averages (mean, median, mode) and variability (standard deviation, variance, coefficient of variation).
Unlike purely descriptive books, this text derives and explains the mathematical foundations behind statistical methods.
The text is specifically designed to provide a lucid exposition of statistical applications across diverse fields including industry, economics, agriculture, and demography. Unlike its companion volume, Fundamentals of Mathematical Statistics , which focuses heavily on theory, this book emphasizes the practical implementation of statistical tools. Accessing them may violate your institution’s IT policy
The content is structured to guide readers from fundamental concepts to complex applications, covering topics such as: Statistical Quality Control, Analysis of Time Series, Index Numbers, Demand Analysis, Analysis of Variance, Design of Experiments, Design of Sample Surveys, Vital Statistics, and Statistics in Psychology and Education.
Components of time series (Trend, Seasonal, Cyclical, Irregular variations). Moving averages and exponential smoothing methods. 3. Index Numbers
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The book is authored by , both distinguished academics:
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