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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Applied Statistics Using SPSS, STATISTICA, MATLAB and R
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Applied Statistics Using SPSS, STATISTICA, MATLAB and R
Joaquim P. Marques de Sá (Broschiert, Englisch)
Optischer Zustand
Beschreibung
Four years have passed since the first edition of this book. During this time I have had the opportunity to apply it in classes obtaining feedback from students and inspiration for improvements. I have also benefited from many comments by users of the book. For the present second edition large parts of the book have undergone major revision, although the basic concept – concise but sufficiently… rigorous mathematical treatment with emphasis on computer applications to real datasets –, has been retained. The second edition improvements are as follows: • Inclusion of R as an application tool. As a matter of fact, R is a free software product which has nowadays reached a high level of maturity and is being increasingly used by many people as a statistical analysis tool. • Chapter 3 has an added section on bootstrap estimation methods, which have gained a large popularity in practical applications. • A revised explanation and treatment of tree classifiers in Chapter 6 with the inclusion of the QUEST approach. • Several improvements of Chapter 7 (regression), namely: details concerning the meaning and computation of multiple and partial correlation coefficients, with examples; a more thorough treatment and exemplification of the ridge regression topic; more attention dedicated to model evaluation. • Inclusion in the book CD of additional MATLAB functions as well as a set of R functions. • Extra examples and exercises have been added in several chapters. • The bibliography has been revised and new references added. 96,29 €
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Technische Daten
Erscheinungsdatum
28.10.2014
Sprache
Englisch
EAN
9783642437441
Herausgeber
Springer Berlin
Sonderedition
Nein
Autor
Joaquim P. Marques de Sá
Seitenanzahl
505
Auflage
2
Einbandart
Broschiert
Schlagwörter
Applied Statistics, Classification and Regression, Data Description, Directional Statistics, Factor analysis, MATLAB, Probability theory, Regression, SPSS, STATISTICA, Survival analysis, calculus, classification, statistical analysis, statistics, complexity
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBWL - Stochastik
UFM - Mathematische und statistische Software
UYQ - Künstliche Intelligenz
TBJ - Mathematik für Ingenieure
GPFC - Kybernetik und Systemtheorie
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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