Torsten Hothorn: A Handbook of Statistical Analyses Using R
- Yhteenveto
- Kategoria: luonnontieteet, alakategoria: matematiikka
- Materiaali: Pokkari
- Kustantaja: Chapman & Hall
- Kieli: englanti
- ISBN: 9781482204582
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- Katseltu: 111 krt
- Suosituksia: 5 kpl
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Kuvaus (155 sanaa, lukemiseen kuluu n. minuutti)
Like the best-selling first two editions, A Handbook of Statistical Analyses using R, Third Edition provides an up-to-date guide to data analysis using the R system for statistical computing. The book explains how to conduct a range of statistical analyses, from simple inference to recursive partitioning to cluster analysis. New to the Third Edition * Three new chapters on quantile regression, missing values, and Bayesian inference * Extra material in the logistic regression chapter that describes a regression model for ordered categorical response variables * Additional exercises * More detailed explanations of R code * New section in each chapter summarizing the results of the analyses * Updated version of the HSAUR package (HSAUR3), which includes some slides that can be used in introductory statistics courses Whether you're a data analyst, scientist, or student, this handbook shows you how to easily use R to effectively evaluate your data. With numerous real-world examples, it emphasizes the practical application and interpretation of results.