Verifying that the estimator gets closer to the true parameter as the sample size increases.
When exact distributions are too difficult to calculate, statisticians rely on what happens as sample sizes approach infinity. Srivastava’s texts cover the Central Limit Theorem and asymptotic distributions, which form the bedrock of modern econometric modeling and large-scale data analysis. The Value of the Text for Students and Researchers Statistical Inference By Manoj Kumar Srivastava Pdf
The book dedicates significant chapters to Multivariate Statistical Inference—a topic often rushed in other texts. This is critical for anyone moving into machine learning or econometrics. Verifying that the estimator gets closer to the
Ensuring the expected value of the estimator equals the true parameter. Statistical Inference By Manoj Kumar Srivastava Pdf