A Handbook of Statistical Analyses using R 3rd Edition by Torsten Hothorn 1138469793 9781138469792
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ISBN-10 : 1138469793
ISBN-13 : 9781138469792
Author: Torsten Hothorn
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
A Handbook of Statistical Analyses using R 3rd table of contents:
Chapter 1: An Introduction to R
Chapter 2: Data Analysis Using Graphical Displays: Malignant Melanoma in the US and Chinese Health and Family Life
Chapter 3: Simple Inference: Guessing Lengths, Wave Energy, Water Hardness, Piston Rings, and Rearrests of Juveniles
Chapter 4: Conditional Inference: Guessing Lengths, Suicides, Gastrointestinal Damage, and Newborn Infants
Chapter 5: Analysis of Variance: Weight Gain, Foster Feeding in Rats, Water Hardness, and Male Egyptian Skulls
Chapter 6: Simple and Multiple Linear Regression: How Old is the Universe and Cloud Seeding
Logistic Regression and Generalized Linear Models: Blood Screening, Women’s Role in Society, Colonic Polyps, Driving and Back Pain, and Happiness in China
Chapter 8: Density Estimation: Erupting Geysers and Star Clusters
Recursive Partitioning: Predicting Body Fat, Glaucoma Diagnosis, and Happiness in China
Scatterplot Smoothers and Generalized Additive Models: The Men’s Olympic 1500m, Air Pollution in the US, Risk Factors for Kyphosis, and Women’s Role in Society
Chapter 11: Survival Analysis: Glioma Treatment and Breast Cancer Survival
Chapter 12: Quantile Regression: Head Circumference for Age
Chapter 13: Analyzing Longitudinal Data I: Computerized Delivery of Cognitive Behavioral Therapy
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