Tuesday, November 20, 2012

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Intermediate Statistics For Dummies free pdf download

Intermediate Statistics For Dummies

Intermediate Statistics For Dummies Published by Wiley Publishing, Inc. 111 River St.Intermediate Statistics For Dummies Hoboken, NJ 07030-5774 www.wiley.com Copyright © 2007 by Wiley Publishing, Inc., Indianapolis, Indiana Published simultaneously in Canada No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise, except as permitted under Sections 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of the Publisher, or authorization through payment of the appropriate per-copy fee to the Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400, fax 978-646-8600. Requests to the Publisher for permission should be addressed to the Legal Department, Wiley Publishing, Inc., 10475 Crosspoint Blvd., Indianapolis, IN 46256, 317-572-3447, fax 317-572-4355, or online at http:// www.wiley.com/go/permissions. Trademarks: Wiley, the Wiley Publishing logo, For Dummies, the Dummies Man logo, A Reference for the Rest of Us!, The Dummies Way, Dummies Daily, The Fun and Easy Way, Dummies.com and related trade dress are trademarks or registered trademarks of John Wiley & Sons, Inc. and/or its affiliates in the United States and other countries, and may not be used without written permission. All other trademarks are the property of their respective owners. Wiley Publishing, Inc., is not associated with any product or vendor mentioned in this book. LIMIT OF LIABILITY/DISCLAIMER OF WARRANTY: THE PUBLISHER AND THE AUTHOR MAKE NO REPRESENTATIONS OR WARRANTIES WITH RESPECT TO THE ACCURACY OR COMPLETENESS OF THE CONTENTS OF THIS WORK AND SPECIFICALLY DISCLAIM ALL WARRANTIES, INCLUDING WITHOUT LIMITATION WARRANTIES OF FITNESS FOR A PARTICULAR PURPOSE. NO WARRANTY MAY BE CREATED OR EXTENDED BY SALES OR PROMOTIONAL MATERIALS. THE ADVICE AND STRATEGIES CONTAINED HEREIN MAY NOT BE SUITABLE FOR EVERY SITUATION. THIS WORK IS SOLD WITH THE UNDERSTANDING THAT THE PUBLISHER IS NOT ENGAGED IN RENDERING LEGAL, ACCOUNTING, OR OTHER PROFESSIONAL SERVICES. IF PROFESSIONAL ASSISTANCE IS REQUIRED, THE SERVICES OF A COMPETENT PROFESSIONAL PERSON SHOULD BE SOUGHT. NEITHER THE PUBLISHER NOR THE AUTHOR SHALL BE LIABLE FOR DAMAGES ARISING HEREFROM. THE FACT THAT AN ORGANIZATION OR WEBSITE IS REFERRED TO IN THIS WORK AS A CITATION AND/OR A POTENTIAL SOURCE OF FURTHER INFORMATION DOES NOT MEAN THAT THE AUTHOR OR THE PUBLISHER ENDORSES THE INFORMATION THE ORGANIZATION OR WEBSITE MAY PROVIDE OR RECOMMENDATIONS IT MAY MAKE. FURTHER, READERS SHOULD BE AWARE THAT INTERNET WEBSITES LISTED IN THIS WORK MAY HAVE CHANGED OR DISAPPEARED BETWEEN WHEN THIS WORK WAS WRITTEN AND WHEN IT IS READ. For general information on our other products and services, please contact our Customer Care Department within the U.S. at 800-762-2974, outside the U.S. at 317-572-3993, or fax 317-572-4002. For technical support, please visit www.wiley.com/techsupport. Wiley also publishes its books in a variety of electronic formats. Some content that appears in print may not be available in electronic books. Library of Congress Control Number: 2006939467 ISBN: 978-0-470-04520-6 Manufactured in the United States of America 10 9 8 7 6 5 4 3 2 1 1B/SQ/QS/QX/IN   Contents at a Glance Introduction .................................................................1 Part I: Data Analysis and Model-Building Basics ............7 Chapter 1: Beyond Number Crunching: The Art and Science of Data Analysis .........9 Chapter 2: Sorting through Statistical Techniques ......................................................31 Chapter 3: Building Confidence and Testing Models...................................................49 Part II: Making Predictions by Using Regression...........67 Chapter 4: Getting in Line with Simple Linear Regression..........................................69 Chapter 5: When Two Variables Are Better than One: Multiple Regression.............87 Chapter 6: One Step Forward and Two Steps Back: Regression Model Selection........................................................................................................................107 Chapter 7: When Data Throws You a Curve: Using Nonlinear Regression .............129 Chapter 8: Yes, No, Maybe So: Making Predictions By Using Logistic Regression.....................................................................................................................149 Part III: Comparing Many Means with ANOVA............159 Chapter 9: Going One-Way with Analysis of Variance................................................161 Chapter 10: Pairing Things Down with Multiple Comparisons ................................177 Chapter 11: Getting a Little Interaction with Two-Way ANOVA................................185 Chapter 12: Rock My World: Relating Regression to ANOVA....................................195 Part IV: Building Strong Connections with Chi-Square Tests.......................................................207 Chapter 13: Forming Associations with Two-Way Tables .........................................209 Chapter 14: Being Independent Enough for the Chi-Square Test.............................229 Chapter 15: Using Chi-Square Tests for Goodness-of-Fit (Your Data, Not Your Jeans) ............................................................................................................249 Part V: Rebels without a Distribution .........................259 Chapter 16: Going Nonparametric ...............................................................................261 Chapter 17: The Sign Test and Signed Rank Test .......................................................271 Chapter 18: Pulling Rank with the Rank Sum Test .....................................................285 Chapter 19: Do the Kruskal-Wallis and Rank the Sums with Wilcox ........................295 Chapter 20: Pointing Out Correlations with Spearman's Rank.................................307 download:
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Intermediate Statistics For Dummies free pdf download

Intermediate Statistics For Dummies

Intermediate Statistics For Dummies Published by Wiley Publishing, Inc. 111 River St.Intermediate Statistics For Dummies Hoboken, NJ 07030-5774 www.wiley.com Copyright © 2007 by Wiley Publishing, Inc., Indianapolis, Indiana Published simultaneously in Canada No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise, except as permitted under Sections 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of the Publisher, or authorization through payment of the appropriate per-copy fee to the Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400, fax 978-646-8600. Requests to the Publisher for permission should be addressed to the Legal Department, Wiley Publishing, Inc., 10475 Crosspoint Blvd., Indianapolis, IN 46256, 317-572-3447, fax 317-572-4355, or online at http:// www.wiley.com/go/permissions. Trademarks: Wiley, the Wiley Publishing logo, For Dummies, the Dummies Man logo, A Reference for the Rest of Us!, The Dummies Way, Dummies Daily, The Fun and Easy Way, Dummies.com and related trade dress are trademarks or registered trademarks of John Wiley & Sons, Inc. and/or its affiliates in the United States and other countries, and may not be used without written permission. All other trademarks are the property of their respective owners. Wiley Publishing, Inc., is not associated with any product or vendor mentioned in this book. LIMIT OF LIABILITY/DISCLAIMER OF WARRANTY: THE PUBLISHER AND THE AUTHOR MAKE NO REPRESENTATIONS OR WARRANTIES WITH RESPECT TO THE ACCURACY OR COMPLETENESS OF THE CONTENTS OF THIS WORK AND SPECIFICALLY DISCLAIM ALL WARRANTIES, INCLUDING WITHOUT LIMITATION WARRANTIES OF FITNESS FOR A PARTICULAR PURPOSE. NO WARRANTY MAY BE CREATED OR EXTENDED BY SALES OR PROMOTIONAL MATERIALS. THE ADVICE AND STRATEGIES CONTAINED HEREIN MAY NOT BE SUITABLE FOR EVERY SITUATION. THIS WORK IS SOLD WITH THE UNDERSTANDING THAT THE PUBLISHER IS NOT ENGAGED IN RENDERING LEGAL, ACCOUNTING, OR OTHER PROFESSIONAL SERVICES. IF PROFESSIONAL ASSISTANCE IS REQUIRED, THE SERVICES OF A COMPETENT PROFESSIONAL PERSON SHOULD BE SOUGHT. NEITHER THE PUBLISHER NOR THE AUTHOR SHALL BE LIABLE FOR DAMAGES ARISING HEREFROM. THE FACT THAT AN ORGANIZATION OR WEBSITE IS REFERRED TO IN THIS WORK AS A CITATION AND/OR A POTENTIAL SOURCE OF FURTHER INFORMATION DOES NOT MEAN THAT THE AUTHOR OR THE PUBLISHER ENDORSES THE INFORMATION THE ORGANIZATION OR WEBSITE MAY PROVIDE OR RECOMMENDATIONS IT MAY MAKE. FURTHER, READERS SHOULD BE AWARE THAT INTERNET WEBSITES LISTED IN THIS WORK MAY HAVE CHANGED OR DISAPPEARED BETWEEN WHEN THIS WORK WAS WRITTEN AND WHEN IT IS READ. For general information on our other products and services, please contact our Customer Care Department within the U.S. at 800-762-2974, outside the U.S. at 317-572-3993, or fax 317-572-4002. For technical support, please visit www.wiley.com/techsupport. Wiley also publishes its books in a variety of electronic formats. Some content that appears in print may not be available in electronic books. Library of Congress Control Number: 2006939467 ISBN: 978-0-470-04520-6 Manufactured in the United States of America 10 9 8 7 6 5 4 3 2 1 1B/SQ/QS/QX/IN   Contents at a Glance Introduction .................................................................1 Part I: Data Analysis and Model-Building Basics ............7 Chapter 1: Beyond Number Crunching: The Art and Science of Data Analysis .........9 Chapter 2: Sorting through Statistical Techniques ......................................................31 Chapter 3: Building Confidence and Testing Models...................................................49 Part II: Making Predictions by Using Regression...........67 Chapter 4: Getting in Line with Simple Linear Regression..........................................69 Chapter 5: When Two Variables Are Better than One: Multiple Regression.............87 Chapter 6: One Step Forward and Two Steps Back: Regression Model Selection........................................................................................................................107 Chapter 7: When Data Throws You a Curve: Using Nonlinear Regression .............129 Chapter 8: Yes, No, Maybe So: Making Predictions By Using Logistic Regression.....................................................................................................................149 Part III: Comparing Many Means with ANOVA............159 Chapter 9: Going One-Way with Analysis of Variance................................................161 Chapter 10: Pairing Things Down with Multiple Comparisons ................................177 Chapter 11: Getting a Little Interaction with Two-Way ANOVA................................185 Chapter 12: Rock My World: Relating Regression to ANOVA....................................195 Part IV: Building Strong Connections with Chi-Square Tests.......................................................207 Chapter 13: Forming Associations with Two-Way Tables .........................................209 Chapter 14: Being Independent Enough for the Chi-Square Test.............................229 Chapter 15: Using Chi-Square Tests for Goodness-of-Fit (Your Data, Not Your Jeans) ............................................................................................................249 Part V: Rebels without a Distribution .........................259 Chapter 16: Going Nonparametric ...............................................................................261 Chapter 17: The Sign Test and Signed Rank Test .......................................................271 Chapter 18: Pulling Rank with the Rank Sum Test .....................................................285 Chapter 19: Do the Kruskal-Wallis and Rank the Sums with Wilcox ........................295 Chapter 20: Pointing Out Correlations with Spearman's Rank.................................307 download:
Read more... http://www.fordummiespdf.com/intermediate-statistics-for-dummies-free-pdf-download/