Continuous Probability Distributions And Testing Of Hypotheses

We feel indeed very happy to present this text-book of 'Statistics Paper-II' "Continuous probability distributions and Testing of Hypotheses" to the students of F.Y.B.Sc. (Computer Science) Semester-II. The book is written according to the revised syllabus with effect from June, 2019. The main purpose of the book is to provide foundation as well as comprehensive background of Probability Theory and Statistical Methods to beginners in simple and interesting manner. In order to make the contents of the book easier to comprehend, we have included a requisite number of illustrations, remarks, figures, diagrams etc. to elucidate statistical concepts. Application of Statistics in real life situations is emphasized through illustrative examples. Ample number of graded problems, theoretical as well as numerical are provided at the end of each chapter along with hints and answers. The numerical problems will also be useful for the F.Y.B.Sc. computer science students to prepare for Paper – III : Practicals. A list of practicals is given in the syllabus. Appendix A compiles some important mathematical results which are needed during the entire course. Values of individual terms of binomial probabilities are given in Appendix B. A specimen paper is set for student's self assessment.

1. Uniform Distribution

2. Exponential Distribution

3. Pareto Distribution

4. Normal Distribution

5. Statistical Inference

6. Large Sample Tests

7. Test Based on Chi-square, t and F Distribution

8. Simulation

Appendix 

Model Question Paper