Univariate, Bivariate, and Multivariate Statistics Using R – Quantitative Tools for Data Analysis and Data Science
Autor DJ Denisen Limba Engleză Hardback – 19 mai 2020
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Specificații
ISBN-13: 9781119549932
ISBN-10: 1119549930
Pagini: 384
Dimensiuni: 159 x 229 x 22 mm
Greutate: 0.7 kg
Editura: Wiley
Locul publicării:Hoboken, United States
ISBN-10: 1119549930
Pagini: 384
Dimensiuni: 159 x 229 x 22 mm
Greutate: 0.7 kg
Editura: Wiley
Locul publicării:Hoboken, United States
Notă biografică
DANIEL J. DENIS, PHD, is Professor of Quantitative Psychology in the Department of Psychology at the University of Montana. D. Denis is the author of Applied Univariate, Bivariate, and Multivariate Statistics and SPSS Data Analysis for Univariate, Bivariate, and Multivariate Statistics, both published by Wiley.
Cuprins
Preface Chapter 1 Introduction to Applied Statistics Chapter 2 Introduction to R and Computational Statistics Chapter 3 Exploring Data with R: Essential Graphics and Visualization Chapter 4 Means, Correlations, Counts: Drawing Inferences Using Easy-to-Implement Statistical Tests Chapter 5 Power Analysis and Sample Size Estimation Using R Chapter 6 Analysis of Variance: Fixed Effects, Random Effects, Mixed Models and Repeated Measures Chapter 7 Simple and Multiple Linear Regression Chapter 8 Logistic Regression and the Generalized Linear Model Chapter 9 Multivariate Analysis of Variance (MANOVA) and Discriminant Analysis Chapter 10 Principal Components Analysis Chapter 11 Exploratory Factor Analysis Chapter 12 Cluster Analysis Chapter 13 Nonparametric Tests Index