Statistical Theory

◆ ◆ Master the mathematical foundations of statistical inference and estimation theory. ────────── This comprehensive volume explores advanced statistical theory, covering probability distributions, hypothesis testing, estimation methods, and asymptotic properties with rigorous mathematical proofs.

➤ Highlights:

• Foundational probability distributions and random variables.
• Maximum likelihood estimation and sufficiency principles.
• Hypothesis testing and likelihood ratio tests.
• Asymptotic theory and large sample approximations.
• Non-parametric and decision-theoretic frameworks.