Ebook: Nonparametric Statistical Methods
- Genre: Mathematics // Mathematicsematical Statistics
- Tags: Математика, Теория вероятностей и математическая статистика, Математическая статистика
- Series: Wiley Series in Probability and Statistics
- Year: 2014
- Publisher: John Wiley & Sons
- City: Hoboken, New Jersey
- Edition: 3rd
- Language: English
- pdf
"In this third edition we have improved the eleven chapters of the second edition and added five new chapters. Also organized all of the R programs used in this third edition into a documented collection that is formally registered as an R package specifically linked to this third edition. "--
Introduction --
The dichotomous data problem --
The one-sample location problem --
The two-sample location problem --
The two-sample dispersion and other two-sample problems --
The one-way layout --
The two-way layout --
The independence problem --
Regression problems --
Comparing two success probabilities --
Life distributions and survival analysis --
Density estimation --
Wavelets --
Smoothing --
Ranked set sampling --
An introduction to Bayesian nonparametric statistics via the Dirichlet process.