Literature in Testing of Hypotheses: Concepts, Theory, and Applications
Testing of Hypothesis In statistical hypothesis testing, our goal is to use sample data to make decisions about population character…
Statistics
Analysis of Variance - Statsclick
Introduction Suppose that we wish to be more objective in our analysis of the data. Specifically, suppose that we wish to test for differences …
Regular Exponential Family of Distributions
Let \(X_{1},X_{2},X_{3},...............X_{n}\) be an identically independent sample drawn from the exponential family. `f(x …
Data Sufficiency and Data Summarization - Theory of Estimation
The data collected on the behaviour of the parameter $\theta$ in the form of a sample $X_{1},X_{2},X_{3},...........,X_{n}$. it is not cos…
Methods of Estimation in Statistical Inference
Statistical estimation is the cornerstone of statistical inference, enabling us to derive insights about population characteristics using sample data…