Sign-In
Cart
Hierarchical Linear Models: Applications and Data Analysis Methods
Hardcover
Series: Advanced Quantitative Techniques in the Social Sciences, Book 1
Medical ReferenceGeneral ReferenceGeneral Sociology
ISBN13: 9780761919049
Publisher: Sage Publications, Inc
Published: Dec 19 2001
Pages: 512
Weight: 1.78
Height: 1.30 Width: 6.16 Depth: 9.30
Language: English
This is a first-class book dealing with one of the most important areas of current research in applied statistics...the methods described are widely applicable...the standard of exposition is extremely high.
--Short Book Reviews from the International Statistical Institute
The new chapters (10-14) improve an already excellent resource for research and instruction. Their content expands the coverage of the book to include models for discrete level-1 outcomes, non-nested level-2 units, incomplete data, and measurement error---all vital topics in contemporary social statistics. In the tradition of the first edition, they are clearly written and make good use of interesting substantive examples to illustrate the methods. Advanced graduate students and social researchers will find the expanded edition immediately useful and pertinent to their research.
--TED GERBER, Sociology, University of Arizona
Chapter 11 was also exciting reading and shows the versatility of the mixed model with the EM algorithm. There was a new revelation on practically every page. I found the exposition to be extremely clear. It was like being led from one treasure room to another, and all of the gems are inherently useful. These are problems that researchers face everyday, and this chapter gives us an excellent alternative to how we have traditionally handled these problems.
--PAUL SWANK, Houston School of Nursing, University of Texas, Houston
Popular in the First Edition for its rich, illustrative examples and lucid explanations of the theory and use of hierarchical linear models (HLM), the book has been reorganized into four parts with four completely new chapters. The first two parts, Part I on The Logic of Hierarchical Linear Modeling and Part II on Basic Applications closely parallel the first nine chapters of the previous edition with significant expansions and technical clarifications, such as:
* An intuitive introductory summary of the basic procedures for estimation and inference used with HLM models that only requires a minimal level of mathematical sophistication in Chapter 3
* New section on multivariate growth models in Chapter 6
* A discussion of research synthesis or meta-analysis applications in Chapter 7
* Data analytic advice on centering of level-1 predictors and new material on plausible value intervals and robust standard estimators
While the first edition confined its attention to continuously distributed outcomes at level 1, this second edition now includes coverage of an array of outcomes types in Part III:
* New Chapter 10 considers applications of hierarchical models in the case of binary outcomes, counted data, ordered categories, and multinomial outcomes using detailed examples to illustrate each case
* New Chapter 11 on latent variable models, including estimating regressions from missing data, estimating regressions when predictors are measured with error, and embedding item response models within the framework of the HLM model
* New introduction to the logic of Bayesian inference with applications to hierarchical data (Chapter 13)
The authors conclude in Part IV with the statistical theory and computations used throughout the book, including univariate models with normal level-1 errors, multivariate linear models, and hierarchical generalized linear models.
Also in
General Reference
Dungeons & Dragons Player's Handbook (Core Rulebook, D&d Roleplaying Game)
Dungeons & Dragons
Hardcover
The Science Magpie: Fascinating Facts, Stories, Poems, Diagrams and Jokes Plucked from Science
Flynn, Simon
Paperback
Peculiar Questions and Practical Answers: A Little Book of Whimsy and Wisdom from the Files of the New York Public Library
New York Public Library
Hardcover
The Parenting Project: Build Extraordinary Relationships with Your Kids Through Daily Conversation
Alamar, Amy
Schlichting, Kristine
Paperback
Within the House of Murdaugh: Amid a Unique Friendship, Blanca and Maggie
Turrubiate-Simpson, Blanca
Weaver, Mary Frances
Paperback
Lost in Space: 5,000 Facts for Navigating the Universe
Walker, Lindsey Nyx
Tyson, Neil Degrasse
Hardcover
Canning & Preserving: The Techniques, Equipment, and Recipes to Get Started
Harmeling, Michele
Paperback
The New Worst-Case Scenario Survival Handbook: Expert Advice for Extreme Situations
Borgenicht, David
Piven, Joshua
Hardcover
Floriography: An Illustrated Guide to the Victorian Language of Flowers Volume 1
Roux, Jessica
Hardcover
Mushrooms of the Upper Midwest: A Simple Guide to Common Mushrooms
Yerich, Kathy
Marrone, Teresa
Paperback
The Book of Unusual Knowledge: Big Book of Fascinating Facts & Information Hardcover Gift for Trivia Buffs, Curious Minds, Adults, Dad & Knowledge See
Publications International Ltd
Hardcover
White Elephant Gifts for Adult: 500 Serial Killers Encyclopedia Facts and Figures
Murdle, K.
Paperback
Cribsheet: A Data-Driven Guide to Better, More Relaxed Parenting, from Birth to Preschool
Oster, Emily
Paperback
Take It from Me: An Agent's Guide to Building a Nonfiction Writing Career from Scratch
Habib, Alia Hanna
Hardcover
Save the Cat! Writes a Novel: The Last Book on Novel Writing You'll Ever Need
Brody, Jessica
Paperback
The Writing Rope: A Framework for Explicit Writing Instruction in All Subjects
Sedita, Joan
Paperback
Magnifica Humanitas: On Safeguarding the Human Person in the Time of Artificial Intelligence
Leo XIV, Pope
Paperback
American Sign Language Made Easy for Beginners: A Visual Guide with ASL Signs, Lessons, and Quizzes
Belmontes-Merrell, Travis
Paperback
True Facts That Sound Like Bull$#*t: 500 Insane-But-True Facts That Will Shock and Impress Your Friends 1
Carley, Shane
Paperback
The Modern Guide to Querying Literary Agents: From Rejection to Representation in 8 Steps
Matesic, Alyssa
McDonald, Patrick
Paperback
The Trusted Advisor: 20th Anniversary Edition
Galford, Robert
Green, Charles
Maister, David H.
Paperback
Effective Phrases for Performance Appraisals: A Guide to Successful Evaluations
Neal Jr, James E.
Paperback
The Public Domain: Find and Use Free Content for Your Website, Book, App, Music, Video, Art, and More
Secor, Glen
Paperback
Robert's Rules of Order Newly Revised, 12th Edition
Balch, Thomas J.
Robert, Henry M., III
Honemann, Daniel H.
Paperback
The New Lifetime Reading Plan: The Classical Guide to World Literature, Revised and Expanded
Fadiman, Clifton
Major, John S.
Paperback
The Writing Revolution 2.0: A Guide to Advancing Thinking Through Writing in All Subjects and Grades
Wexler, Natalie
Hochman, Judith C.
Paperback
5 Steps to a 5: AP English Language and Composition 2027: Practice AP Tests + AP Content Review + Digital Exams
Murphy, Barbara
Paperback
The Naked Roommate: And 107 Other Issues You Might Run Into in College (Revised and Updated)
Cohen, Harlan
Paperback
Freeing the Natural Voice: Imagery and Art in the Practice of Voice and Language (Revised & Expanded)
Linklater, Kristin
Paperback
The Preparation: How To Become Competent, Confident, and Dangerous
Smith, Matt
Smith, Maxim
Casey, Doug
Hardcover
French Short Stories: Thirty French Short Stories for Beginners to Improve your French Vocabulary
Moreau, Dylane
Paperback
The Essentials of Adolescent Literacy: Integrating Evidence-Based Reading and Writing Instruction in Grades 5-12
Sedita, Joan
Paperback
The Reading Strategies Book 2.0: Your Research-Based Guide to Developing Skilled Readers
Serravallo, Jennifer
Paperback
The New Dark Ages: The Death of Reading and the Dawn of the Post-Literate Society
Marriott, James
Hardcover
Read These Banned Books: A Journal and 52-Week Reading Challenge from the American Library Association
American Library Association (ALA)
Paperback
5 Steps to a 5: AP English Literature and Composition 2027: Practice AP Tests + AP Content Review + Digital Exams
Hartnett, Michael
Paperback
Seberson Method: New Sat(r) Vocabulary Workbook: Over 700 High-Frequency Words to Master
Seberson, Katya
Paperback
Chase's Calendar of Events 2027: The Ultimate Go-To Guide for Special Days, Weeks and Months
Chase's, Editors Of
Paperback
Stuff Every Adult Should Know: A Pocket-Sized Guide to Grown-Up Know-How, from Taxes to Small Talk
Favreau, Alyssa
Kalb, Alanna
Cohen, Brett
Hardcover
The Vocabulary Builder Workbook: Simple Lessons and Activities to Teach Yourself Over 1,400 Must-Know Words
Lele, Chris
Magoosh
Paperback
Writing Fiction, Tenth Edition: A Guide to Narrative Craft
Burroway, Janet
Stuckey-French, Elizabeth
Stuckey-French, Ned
Paperback
Elledge's Nontrivial Trivia: The Seriously Enlightening Stories Behind Supposedly Simple Facts
Elledge, Jonn
Paperback
Vanishing Culture: A Report on Our Fragile Cultural Record
Ziskina, Juliya
Freeland, Chris
Messarra, Luca
Paperback
Black People Invented Everything: The Deep History of Indigenous Creativity
Dass, Sujan Kumar
Paperback
180 Days(tm) Reading for Fifth Grade, 2nd Edition: Practice, Assess, Diagnose
Kopp, Kathy
Levsey, Dylan
Kopp, Kathleen N.
Paperback
Hoyle's Rules of Games, 3rd Revised and Updated Edition: The Essential Guide to Poker and Other Card Games
Morehead, Albert H.
Mott-Smith, Geoffrey
Morehead, Philip D.
Paperback
Spelling High School Grades 9-10: Vocabulary and Writing Practice with Interactive Activities
Attard, Natasha
Paperback
Thinking Critically about What Matters: A Punk Rock Guide
Klipfel, Lyndsay
Klipfel, Kevin Michael
Paperback
The Orvis Quick-Start Guide to Fly-Fishing: Everything You Need to Know to Catch Fish Your First Time Out
Monahan, Philip
Paperback
The Book For Men Who Have Everything: Unusual Knowledge and Boredom Busters for Intelligent Men
Iq Street
Paperback
The What Does the Bible Say about: The Ultimate A to Z Resource
Thomas Nelson Publishers
Nelson Reference
Paperback
The Essentials: The Art of Interior Design: A Guide to Furnishing, Decorating, and Styling Your Home
Flemming, Caitlin
Goebel, Julie
Hardcover
Night Sky Guide 2026: North America's Skies Month by Month from the Royal Astronomical Society of Canada
Mortillaro, Nicole
Paperback
Self-Editing for Fiction Writers, Second Edition: How to Edit Yourself Into Print
Browne, Renni
King, Dave
Paperback
The Backyard Birdwatcher's Bible: Birds, Behaviors, Habitats, Identification, Art & Other Home Crafts
Sterry, Paul
Perrins, Christopher
Ellis, Sonya Patel
Hardcover
Within the House of Murdaugh: Amid a Unique Friendship, Blanca and Maggie
Weaver, Mary Frances
Turrubiate-Simpson, Blanca
Hardcover
The Science of Storytelling: Why Stories Make Us Human and How to Tell Them Better
Storr, Will
Paperback
The Best Punctuation Book, Period (Revised Edition): A Comprehensive Guide for Every Writer, Editor, Student, and Businessperson
Casagrande, June
Paperback
The New American Ephemeris for the 21st Century 2000-2100 at Midnight, Michelsen Memorial Edition
Michelsen, Neil F.
Paperback
Generative AI and Libraries: Claiming Our Place in the Center of a Shared Future
Hanegan, Michael
Rosser, Chris
Paperback