Probability and Statistics for Science and Engineering with Examples in R
Authors: Hongshik Ahn
ISBN-10: 1516531108
ISBN-13: 9781516531103
Edition 版本: 2nd ed.
Released: 2018-05-25
Print Length 页数: 374 pages
Book Description
Probability and Statistics for Science and Engineering with Examples in R teaches students how to use R software to obtain summary statistics,calculate probabilities and quantiles,find confidence intervals,and conduct statistical testing.
The first chapter introduces methods for describing statistics. Over the course of the subsequent eight chapters students will learn about probability,discrete and continuous distributions,multiple random variables,point estimation and testing,and inferences based on one and two samples. The book features a comprehensive table for each type of test to help students choose appropriate statistical tests and confidence intervals.
Based on years of classroom experience and extensively class-tested,Probability and Statistics for Science and Engineering with Examples in R is designed for one-semester courses in probability and statistics,and specifically for students in the natural sciences or engineering. The material is also suitable for business and economics students who have studied calculus.
Contents
Preface
1-Describing Data
2-Probability
3-Discrete Distributions
4-Continuous Distributions
5-Multiple Random Variables
6-Sampling Distributions
7-Introduction to Point Estimation and Testing
8-Inferences Based on One Sample
9-Inferences Based on Two Samples
Appendix
Answers to Selected Problems
