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Beyond the T-Test
Scott A. Pardo (Gebundene Ausgabe, Englisch)
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Beschreibung
This book was inspired by years of questions asked by non-statistical professionals, from social scientists, public policy analysts, regulatory affairs specialists, engineers, and physical scientists. It provides them with both an intuitive explanation of many common statistical methods and enough mathematical background to help them justify those methods to others, such as regulatory agencies. It… provides an introduction to commonly used methods that are not covered in a first elementary statistics course, such as partial least squares, MCMC, and neural networks. It also provides R code for making all the computations described in the text. As a textbook, it could be used as a second course in statistics for non-statisticians, in fields such as social sciences, public policy, engineering, chemistry, and physics. Many first-year graduate students have had an elementary statistics course, but were not exposed to enough of the mathematics to justify the application of those methods. Furthermore, they often encounter methods and concepts not touched upon in their first statistics course. This book provides the tools required to give a deeper understanding of statistical methods without being all about theorems and proofs. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
05.06.2025
Sprache
Englisch
EAN
9783031844782
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Scott A. Pardo
Seitenanzahl
298
Einbandart
Gebundene Ausgabe
Schlagwörter
Statistical Methods, Intermediate 2nd Course, Hypothesis tests, Sampling Plans, Linear models, Machine Learning, Model building, Bayesian methods, MCMC, Resampling methods
Thema-Inhalt
JHBC - Sozialforschung und -statistik
PBT - Wahrscheinlichkeitsrechnung und Statistik
UYQM - Maschinelles Lernen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Palgrave Macmillan, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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