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Large and small sample tests (t-tests, F-tests, Chi-square tests), hypothesis testing , and parameter estimation.

The text is structured to provide a comprehensive foundation in both theoretical probability and applied statistical methods. Major units typically include: probability and statistics balaji pdf hot

Detailed analysis of Binomial, Poisson, and Normal distributions , including their properties, mean, and variance. Large and small sample tests (t-tests, F-tests, Chi-square

Joint distributions, marginal and conditional distributions, covariance, correlation, and regression. Large and small sample tests (t-tests