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|a Rosenthal, James Aaron,
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|a Statistics and data interpretation for social work /
|c James A. Rosenthal.
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1 |
|a New York :
|b Springer Publishing Company,
|c ©[2012]
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|c ©2012
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|a 1 online resource (xvii, 485 pages) :
|b illustrations
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|a Includes bibliographical references and index.
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|a pt. I: Introduction and descriptive statistics. Introduction and overview -- Data presentation -- Central tendency -- Measures of variability -- Shape of distribution -- The concept of relationship and relationship between categorical variables -- The odds ratio and other measures for categorical variables -- Correlation and regression -- Standardized mean difference -- Research design and causality -- Controlling for confounding variables -- pt. II: Inferential statistics and data interpretation. An introduction to inferential statistics -- Confidence intervals for means and proportions -- The logic of statistical significance tests -- The large sample test of the mean and new concepts -- Statistical power and selected topics -- The t distribution and one-sample procedures for means -- Independent samples t test and dependent samples t test -- One-sample tests of proportions -- The chi-square test of independence -- Analysis of variance -- More significance tests and reasoning with test results -- An overview of selected multivariate procedures -- Generalizability, importance, and a data interpretation model.
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|a Description based print version record.
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|a "Without question, this text will be the most authoritative source of information on statistics in the human services. From my point of view, it is a definitive work that combines a rigorous pedagogy with a down to earth (commonsense) exploration of the complex and difficult issues in data analysis (statistics) and interpretation. I welcome its publication."--Praise for the First Edition. Written by a social worker for social work students, this is a nuts and bolts guide to statistics that presents complex calculations and concepts in clear, easy-to-understand language
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a Social sciences
|x Statistical methods.
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650 |
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|a Social service
|x Statistical methods.
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|a Social sciences
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|a Statistics.
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|x Méthodes statistiques.
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|a Social sciences
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|a Social service
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|a Statistics.
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|i Print version:
|a Rosenthal, James Aaron.
|t Statistics and data interpretation for social work.
|d New York : Springer Pub. Co., ©2012
|z 9780826107206
|w (DLC) 2011039348
|w (OCoLC)712119455
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