Nonparametric statistical methods

Nonparametric statistical methods

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Détails bibliographiques
Auteur principal : Hollander Myles (Auteur)
Autres auteurs : Wolfe Douglas Alan (Auteur), Chicken Eric (Auteur)
Format : Livre
Langue : anglais
Titre complet : Nonparametric statistical methods / Myles Hollander, Douglas A. Wolfe, Eric Chicken
Édition : 3è édition
Publié : Hoboken, New Jersey : John Wiley & Sons, Inc. , cop.2014
Description matérielle : 1 vol.(XIII-819 p.)
Collection : Wiley series in probability and statistics
Contenu : 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
Sujets :
Inférence
Statistique bayésienne
Statistiques
Statistique non paramétrique
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205 |a 3è édition 
210 |a Hoboken, New Jersey  |c John Wiley & Sons, Inc.  |d cop.2014 
215 |a 1 vol.(XIII-819 p.)  |d 26 cm 
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300 |a "Written by leading statisticians, this new edition has been completely updated to include additional modern topics and procedures, more real-world data sets, and more problems from real-life situations. Incorporating the R software program, this user-friendly book provides readers with an arsenal of nonparametric techniques, helping them develop the insight needed to choose appropriate procedures for various situations. It features five new chapters with added-on topics including Density Estimation, Kernel Regression, Nonparametric Regression, Ranked-Set Sampling, and Bayesian Nonparametrics"--Provided by publisher 
320 |a Bibliogr. p.763-790. Index. 
327 1 |a Introduction  |a The dichotomous data problem  |a The one-sample location problem  |a The two-sample location problem  |a The two-sample dispersion and other two-sample problems  |a The one-way layout  |a The two-way layout  |a The independence problem  |a Regression problems  |a Comparing two success probabilities  |a Life distributions and survival analysis  |a Density estimation  |a Wavelets  |a Smoothing  |a Ranked set sampling  |a An introduction to Bayesian nonparametric statistics via the Dirichlet process 
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