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A course in categorical data analysis First Edition Leonard

Name: A course in categorical data analysis First Edition Leonard
SKU: EB-21354382
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A course in categorical data analysis First Edition Leonard Digital Instant Download

Author(s): Leonard, Thomas; Papasouliotis, Orestis

ISBN(s): 9781003073109, 9781138469617, 9781584881803, 9781000111569, 9781000138924, 1584881801, 1138469610, 1000111563, 1000138925

Edition: First edition

File Details: PDF, 88.32 MB

Year: 2020

Language: English

SKU: EB-21354382 Category: Science (General) Tags: 1000154653, 9781000154658, A course in categorical, First Edition, Thomas Leonard

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ISBN-10 : 1000154653
ISBN-13 : 9781000154658
Author : Thomas Leonard

Categorical data-comprising counts of individuals, objects, or entities in different categories-emerge frequently from many areas of study, including medicine, sociology, geology, and education. They provide important statistical information that can lead to real-life conclusions and the discovery of fresh knowledge. Therefore, the ability to manipulate, understand, and interpret categorical data becomes of interest-if not essential-to professionals and students in a broad range of disciplines.

Table of contents:

1 Sampling Distributions

2 Two-by-Two Contingency Tables

3 Simpson’s Paradox and 23 Tables

4 The Madison Drug and Alcohol Abuse Study

5 Goodman’s Full-Rank Interaction Analysis

6 Further Examples and Extensions

7 Conditional Independence Models for Two-Way Tables

8 Logistic Regression

9 Further Regression Models

10 Final Topics

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