Course: AMT 212 2.0 Mathematical Statistics II (Compulsory)
Course content:
Method of moments, Method of maximum likelihood, Introduction to Method of least squares Bias, Unbiasedness, Mean Square Error, Variance, Standard Error, Consistency Confidence Intervals for Means, Proportions and Variances Null and Alternative Hypotheses, Type I error and Type II error, Significance level, size and power of a test Parametric tests concerning means, proportions and variances Introduction, One sample Tests, Tests for two related samples, Tests for two independent samples Tests for k related samples, Tests for k independent samples, Tests for correlation
Recommended Readings:
- Boes, D.C.,Graybill, F.A. & Mood, A.M.(1974). Introduction to the Theory of Statistics. McGraw-Hill Publishing Company.
- Gupta S.C. & Kapoor V.K.(2002). Fundamentals of Mathematical Statistics (10th ed). Sultan Chand and Sons, New Delhi.