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Permutation Tests For Complex Data

Permutation Tests For Complex Data
Author: Fortunato Pesarin
Publisher: John Wiley & Sons
ISBN: 9780470689523
Size: 55.94 MB
Format: PDF, Mobi
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Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies. The Authors give a general overview on permutation tests with a focus on recent theoretical advances within univariate and multivariate complex permutation testing problems, this book brings the reader completely up to date with today’s current thinking. Key Features: Examines the most up-to-date methodologies of univariate and multivariate permutation testing. Includes extensive software codes in MATLAB, R and SAS, featuring worked examples, and uses real case studies from both experimental and observational studies. Includes a standalone free software NPC Test Release 10 with a graphical interface which allows practitioners from every scientific field to easily implement almost all complex testing procedures included in the book. Presents and discusses solutions to the most important and frequently encountered real problems in multivariate analyses. A supplementary website containing all of the data sets examined in the book along with ready to use software codes. Together with a wide set of application cases, the Authors present a thorough theory of permutation testing both with formal description and proofs, and analysing real case studies. Practitioners and researchers, working in different scientific fields such as engineering, biostatistics, psychology or medicine will benefit from this book.
Permutation Tests for Complex Data
Language: en
Pages: 448
Authors: Fortunato Pesarin, Luigi Salmaso
Categories: Mathematics
Type: BOOK - Published: 2010-02-25 - Publisher: John Wiley & Sons
Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies. The Authors give a general overview on permutation tests
Nonparametric Hypothesis Testing
Language: en
Pages: 256
Authors: Stefano Bonnini, Livio Corain, Marco Marozzi, Luigi Salmaso
Categories: Mathematics
Type: BOOK - Published: 2014-07-01 - Publisher: John Wiley & Sons
A novel presentation of rank and permutation tests, with accessible guidance to applications in R Nonparametric testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. This book summarizes traditional rank techniques and more recent developments in permutation testing as robust tools for
Permutation Testing for Isotonic Inference on Association Studies in Genetics
Language: en
Pages: 72
Authors: Luigi Salmaso, Rosa Arboretti, Livio Corain, Dario Mazzaro
Categories: Medical
Type: BOOK - Published: 2011-07-09 - Publisher: Springer Science & Business Media
The purpose of this book is to illustrate a new statistical approach to test allelic association and genotype-specific effects in the genetic study of diseases. There are some parametric and non-parametric methods available for this purpose. We deal with population-based association studies, but comparisons with other methods will also be
Topics in Statistical Simulation
Language: en
Pages: 539
Authors: V.B. Melas, Stefania Mignani, Paola Monari, Luigi Salmaso
Categories: Mathematics
Type: BOOK - Published: 2014-12-05 - Publisher: Springer
The Department of Statistical Sciences of the University of Bologna in collaboration with the Department of Management and Engineering of the University of Padova, the Department of Statistical Modelling of Saint Petersburg State University, and INFORMS Simulation Society sponsored the Seventh Workshop on Simulation. This international conference was devoted to
Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data
Language: en
Pages: 84
Authors: Rosa Arboretti, Arne Bathke, Stefano Bonnini, Paolo Bordignon, Eleonora Carrozzo, Livio Corain, Luigi Salmaso
Categories: Mathematics
Type: BOOK - Published: 2018-06-18 - Publisher: Springer
This book deals with problems related to the evaluation of customer satisfaction in very different contexts and ways. Often satisfaction about a product or service is investigated through suitable surveys which try to capture the satisfaction about several partial aspects which characterize the perceived quality of that product or service.
Die Gesetze der Grossen Zahlen
Language: de
Pages: 176
Authors: P. Revesz
Categories: Juvenile Nonfiction
Type: BOOK - Published: 2013-12-11 - Publisher: Springer-Verlag
Books about Die Gesetze der Grossen Zahlen
Geostatistical Functional Data Analysis
Language: en
Pages: 448
Authors: Jorge Mateu, Ramon Giraldo
Categories: Social Science
Type: BOOK - Published: 2021-11-16 - Publisher: John Wiley & Sons
Geostatistical Functional Data Analysis Explore the intersection between geostatistics and functional data analysis with this insightful new reference Geostatistical Functional Data Analysis presents a unified approach to modelling functional data when spatial and spatio-temporal correlations are present. The Editors link together the wide research areas of geostatistics and functional data
Nonparametric Statistics
Language: en
Pages: 547
Authors: Michele La Rocca, Brunero Liseo, Luigi Salmaso
Categories: Mathematics
Type: BOOK - Published: 2020-11-11 - Publisher: Springer Nature
Highlighting the latest advances in nonparametric and semiparametric statistics, this book gathers selected peer-reviewed contributions presented at the 4th Conference of the International Society for Nonparametric Statistics (ISNPS), held in Salerno, Italy, on June 11-15, 2018. It covers theory, methodology, applications and computational aspects, addressing topics such as nonparametric curve
Parametric and Nonparametric Inference for Statistical Dynamic Shape Analysis with Applications
Language: en
Pages: 115
Authors: Chiara Brombin, Luigi Salmaso, Lara Fontanella, Luigi Ippoliti, Caterina Fusilli
Categories: Mathematics
Type: BOOK - Published: 2016-02-11 - Publisher: Springer
This book considers specific inferential issues arising from the analysis of dynamic shapes with the attempt to solve the problems at hand using probability models and nonparametric tests. The models are simple to understand and interpret and provide a useful tool to describe the global dynamics of the landmark configurations.
Permutation Tests in Shape Analysis
Language: en
Pages: 95
Authors: LUIGI SALMASO, Chiara Brombin
Categories: Mathematics
Type: BOOK - Published: 2013-09-06 - Publisher: Springer Science & Business Media
Statistical shape analysis is a geometrical analysis from a set of shapes in which statistics are measured to describe geometrical properties from similar shapes or different groups, for instance, the difference between male and female Gorilla skull shapes, normal and pathological bone shapes, etc. Some of the important aspects of