Statistical Methods - I Statistics Paper - I by Dr. P. G. Dixit, Dr. (Mrs.) V. R. Prayag
It is our pleasure to present this text book of 'Statistical Methods - I, Paper I' to the students of F.Y.B.Sc. (Computer Science) class. The book is written in accordance with the revised syllabus of Pune University, with effect from June, 2013.
The main purpose of the book is to provide foundation as well as comprehensive background of statistics to the computer science students. 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.
In any field, Statistical Methods form an essential part of data analysis. Hence, learning elementary statistical techniques would be of great help to the computer science students in their future career. We have tried our best to reduce theoretical details and emphasize more on concepts and mastering techniques through numerical problems.
Audience of the Book :
This book Useful for B.Sc (Computer Science) students.
Table of Contents:
1. Data Condensation and Graphical Methods
2. Measures of Central Tendency
3. Measures of Dispersion
5. Skewness and Kurtosis
6. Discrete Random Variables
7. Mathematical Expectation (Univariate)
8. Standard Discrete Distribution
10. Regression Analysis
11. Multiple Regression, Multiple and Partial Correlation
12. Time Series
University Question Papers