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It includes intermediate statistics such as multivariate analysis and dedicated chapters on multilevel linear modeling and related hierarchical approaches.",{"name":119,"@type":110,"acceptedAnswer":120},"How does the book help readers understand and report SPSS output?",{"text":121,"@type":113},"It provides interpretation sections with questions, output call-out boxes highlighting key points, and guidance for assessing assumptions and effect sizes so results can be accurately reported.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},628912,1792619759,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":81,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":139,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":129,"read_time":144},137455077381,"https://ap-avatar.wpscdn.com/davatar_994ba38a5ba835b3df7d355c54d3ed8d","IBM SPSS for Intermediate Statistics: Use and Interpretation Fi􀀮h Edition  \nDesigned to help readers analyze and interpret resear􀂫 data using IBM SPSS, this user-friendly book shows readers how to 􀂫oose the appropriate statistic based on the design; perform intermediate statistics, including multivariate statistics; interpret output; and write about the results. 􀂹e book reviews resear􀂫 designs and how to assess the accuracy and reliability of data; how to determine whether data meet the assumptions of statistical tests; how to calculate and interpret effect sizes for intermediate statistics, including discriminant analyses and odds ratios for logistic; how to compute and interpret post-hoc power; and an overview of basic statistics for those who need a review. Unique 􀂫apters on multilevel linear modeling; multivariate analysis of variance (MANOVA); assessing reliability of data; multiple imputation; mediation, moderation, and canonical correlation; and factor analysis are provided. SPSS syntax with output is included for those who prefer this format.  \n􀀳e new edition features:  \n IBM SPSS version 22; although the book can be used with most older and newer versions  \n Expanded discussion of effect sizes that includes confidence intervals of effect sizes (Ch.5)  \n New information on part and partial correlations and how they are interpreted and a new discussion on ba􀂪ward elimination, another useful multiple regression method (Ch. 6)  \n New 􀂫apter on how use a variable as a mediator or a moderator (Ch. 7)  \n Revised 􀂫apter on multilevel and hierar􀂫ical linear modeling (Ch. 12)  \n A new 􀂫apter (Ch. 13) on multiple imputation that demonstrateshow to deal with missing data  \n Updated web resources for instructors including PowerPoint slides, answers to interpretation questions and extra SPSS problems; and for students, data sets, and 􀂫apter outlines and study guides.  \nIBM SPSS for Intermediate Statistics, Fi􀁳h Edition provides helpful tea􀀰ing tools:  \n All of the key SPSS windows needed to perform the analyses  \n Outputs with call-out boxes to highlight key points  \n Interpretation sections and questions to help students be􀂬er understand and interpret the output  \n Extra problems using multiple realistic data sets for practice in conducting analyses using intermediate statistics  \n Appendices on how to get started with SPSS, write resear􀂫 questions, and basic statistics.  \nAn ideal supplement for courses in either intermediate/advanced statistics or resear􀂫 methods taught in departments of psy􀂫ology, education, and other social and health sciences. 􀂹is book is also appreciated by resear􀂫ers in these areas looking for a handy reference for SPSS.  \nNancy L. Lee􀀰 is Professor in the S􀂫ool of Education and Human Development at the University of Colorado Denver.  \nKaren C. Barrett is Professor of Human Development and Family Studies at Colorado State University.  \nGeorge A. Morgan is an Emeritus Professor of Education and Human Development at Colorado State University.  \nIBM SPSS for Intermediate Statistics  \nUse and Interpretation  \nFi􀂩h Edition  \nNancy L. Lee􀀰 Karen C. Barrett  \nGeorge A. Morgan  \nFirst published 2015 by Routledge  \n711 􀂹ird Avenue, New York, NY 10017  \nand by Routledge  \n27 Chur􀂫 Road, Hove, East Sussex BN3 2FA  \nRoutledge is an imprint of the Taylor & Francis Group, an informa business © 2015 Taylor & Francis  \n􀂹e right of Nancy L. Lee􀂫, Karen C. Barre􀂬, and George A. Morgan to beidentified as the authors of this work has been asserted by them in accordance with sections 77 and 78 of the Copyright, Designs and Patents Act 1988.  \nAll rights reserved. No part of this book may be reprinted or reproduced or utilized in any form or by any electronic, me􀂫anical, or other means, now known or herea􀂩er invented, including photocopying and recording, or in any information storage or retrieval system, without permission in writing from the publishers.  \nTrademark notice: Product or corporate names may be trademarks or registered ","cbCaioITZsk7C0ix","https://ap.wps.com/l/cbCaioITZsk7C0ix","pdf",35411300,656,"English","# Preface\n# About the Authors\n# Introduction\n## Research Problems and Variables\n## Research Hypotheses and Research Questions\n# Data Coding and Exploratory Analysis (EDA)\n## Rules for Data Coding\n## Exploratory Data Analysis (EDA)\n## Statistical Assumptions","[{\"question\":\"What is the main purpose of this book?\",\"answer\":\"To help readers analyze and interpret research data using IBM SPSS by selecting suitable statistics for study design, running intermediate analyses, and writing about the results.\"},{\"question\":\"Does the book cover intermediate multivariate and multilevel methods?\",\"answer\":\"Yes. It includes intermediate statistics such as multivariate analysis and dedicated chapters on multilevel linear modeling and related hierarchical approaches.\"},{\"question\":\"How does the book help readers understand and report SPSS output?\",\"answer\":\"It provides interpretation sections with questions, output call-out boxes highlighting key points, and guidance for assessing assumptions and effect sizes so results can be accurately reported.\"}]","IBM SPSS for Intermediate Statistics - Fifth Edition - Use and Interpretation | PDF",1653]