Sign-In
Cart
Missing Data: Analysis and Design
Hardcover
Series: Statistics for Social and Behavioral Sciences
Medical ReferenceGeneral SociologyProbability & Statistics
ISBN13: 9781461440178
Publisher: Springer Nature
Published: Jun 11 2012
Pages: 324
Weight: 1.40
Height: 0.90 Width: 6.10 Depth: 9.20
Language: English
Missing data have long plagued those conducting applied research in the social, behavioral, and health sciences. Good missing data analysis solutions are available, but practical information about implementation of these solutions has been lacking. The objective of Missing Data: Analysis and Design is to enable investigators who are non-statisticians to implement modern missing data procedures properly in their research, and reap the benefits in terms of improved accuracy and statistical power.
Missing Data: Analysis and Design contains essential information for both beginners and advanced readers. For researchers with limited missing data analysis experience, this book offers an easy-to-read introduction to the theoretical underpinnings of analysis of missing data; provides clear, step-by-step instructions for performing state-of-the-art multiple imputation analyses; and offers practical advice, based on over 20 years' experience, for avoiding and troubleshooting problems. For more advanced readers, unique discussions of attrition, non-Monte-Carlo techniques for simulations involving missing data, evaluation of the benefits of auxiliary variables, and highly cost-effective planned missing data designs are provided.
The author lays out missing data theory in a plain English style that is accessible and precise. Most analysis described in the book are conducted using the well-known statistical software packages SAS and SPSS, supplemented by Norm 2.03 and associated Java-based automation utilities. A related web site contains free downloads of the supplementary software, as well as sample empirical data sets and a variety of practical exercises described in the book to enhance and reinforce the reader's learning experience. Missing Data: Analysis and Design and its web site work together to enable beginners to gain confidence in their ability to conduct missing data analysis, and more advancedreaders to expand their skill set.
Also in
General Sociology
I Can't Believe I Did That: The Game That Gives You Points for Sharing Awkward, Awesome, and Unforgettable Memories: Card Games
Nadelberg, David
Katcher, Neil
Other
Solidarity: The Past, Present, and Future of a World-Changing Idea
Taylor, Astra
Hunt-Hendrix, Leah
Hardcover
Designed for Hi-Fi Living: The Vinyl LP in Midcentury America
Schroeder, Jonathan
Borgerson, Janet
Paperback
Guerrilleros and Neighbours in Arms: Identities & Cultures of Anti-Fascist Resistance in Spain
Marco
Paperback
Urban Revolutions: Urbanisation and (Neo-)Colonialism in Transatlantic Context
Kipfer, Stefan
Paperback
The Destiny of Modern Societies: The Calvinist Predestination of a New Society
Zafirovski, Milan
Paperback
Physics of the Future: How Science Will Shape Human Destiny and Our Daily Lives by the Year 2100
Kaku, Michio
Hardcover
The Agrarian Seeds of Empire: The Political Economy of Agriculture in Us State Building
Bauerly, Brad
Paperback
The Sociogony: Social Facts and the Ontology of Objects, Things, and Monsters
Worrell, Mark P.
Paperback
Revolution and Its Alternatives: Other Marxisms, Other Empowerments, Other Priorities
Brass, Tom
Paperback
How to Be Less Stupid about Race: On Racism, White Supremacy, and the Racial Divide
Fleming, Crystal M.
Hardcover
The Day It Finally Happens: Alien Contact, Dinosaur Parks, Immortal Humans--And Other Possible Phenomena
Pearl, Mike
Paperback
Building Communities from the Inside Out: A Path Toward Finding and Mobilizing a Community's Assets
Kretzmann, John P.
Paperback
Something New Under the Sun: An Environmental History of the Twentieth-Century World
McNeill, J. R.
Paperback
Screening Out the Past: The Birth of Mass Culture and the Motion Picture Industry
May, Lary
Paperback
The Clash of Globalizations: Neo-Liberalism, the Third Way and Anti-Globalization
Kiely, Ray
Paperback
Aging Out: An Exploration of Caregiving, Community, and How Americans Grow Old
Schiller, Lucy
Hardcover
AI for Good: How Real People Are Using Artificial Intelligence to Fix Things That Matter
Tyrangiel, Josh
Hardcover
There Is No Place for Us: Working and Homeless in America (Pulitzer Prize Winner)
Goldstone, Brian
Paperback
The Story of Your Life: How Social Media Shapes the Way We Experience Everything
Jezer-Morton, Kathryn
Hardcover
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Yudkowsky, Eliezer
Soares, Nate
Hardcover
Doing Small Things with Great Love: How Everyday Humanitarians Are Changing the World
Eubank, Sharon
Hardcover
American Alt: A True Story of Madness and Friendship in a Fractured Country
Lockhart, Chris
Hardcover
Shadow Before the Flame: The Hindenburg Disaster and the Prelude to War
Katz, Catherine Grace
Hardcover
There Is No Place for Us: Working and Homeless in America (Pulitzer Prize Winner)
Goldstone, Brian
Hardcover
Like, Follow, Subscribe: Influencer Kids and the Cost of a Childhood Online
Latifi, Fortesa
Hardcover
The Culting of America: What Makes a Cult and Why We Love Them
Reed, Amy
Mestyanek Young, Daniella
Hardcover
Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong--and What You Really Need to Know
Oster, Emily
Paperback
Mailman: My Wild Ride Delivering the Mail in Appalachia and Finally Finding Home
Grant, Stephen Starring
Paperback
Revenge of the Tipping Point: Overstories, Superspreaders, and the Rise of Social Engineering
Gladwell, Malcolm
Paperback
Life After Cars: Freeing Ourselves from the Tyranny of the Automobile
Gordon, Doug
Naparstek, Aaron
Goodyear, Sarah
Hardcover
Freedom Is a Constant Struggle: Ferguson, Palestine, and the Foundations of a Movement
Davis, Angela Y.
Paperback
The Tribe and I Have Spoken: The Definitive (Unofficial) Lore and Legacy from the Game's Smartest Surviving Loser
Kavutskiy, Alex
Cesternino, Rob
Hardcover
Let This Radicalize You: Organizing and the Revolution of Reciprocal Care
Kaba, Mariame
Hayes, Kelly
Paperback
Scream with Me: Horror Films and the Rise of American Feminism (1968-1980)
Johnson, Eleanor
Hardcover
Pay Attention: How the Algorithms and Media Wars Are Suppressing Truth and Rewiring Your Brain
Pakman, David
Hardcover
The Power Broker (Pulitzer Prize Winner): Robert Moses and the Fall of New York
Caro, Robert A.
Paperback
Girl on Girl: How Pop Culture Turned a Generation of Women Against Themselves
Gilbert, Sophie
Paperback
Who We Are Becoming Matters: The Courage, Wisdom, and Aloha We Need in a Timeplace of Collapse
Wong, Norma Kaweloku
Paperback
One Bad Mother: In Praise of Psycho Housewives, Stage Parents, Momfluencers, and Other Women We Love to Hate
Dickson, Ej
Hardcover
Prophecy: Prediction, Power, and the Fight for the Future, from Ancient Oracles to AI
Veliz, Carissa
Hardcover
From Life Itself: Turkey, Istanbul, and a Neighborhood in the Age of Erdoğan
Hansen, Suzy
Hardcover
Te vas a morir y todavía no has empezado a vivir: 29 principios para vivir mejor (y con más sentido)
Moreno Montana, Uli
Falces, Laura
Paperback
Street Smarts: Trust Your Instincts, Outsmart Danger, and Stay Safe in a World That Isn't
Eve, Dannah
Hardcover
Our Minds Were Always Free: A History of How Black Brilliance Was Exploited--And the Fight to Retake Control
Davis, Lisa E.
Hardcover
In Sickness and in Health: Love Stories from the Front Lines of America's Caregiving Crisis
Mauldin, Laura
Hardcover
Midnight in Chernobyl: The Untold Story of the World's Greatest Nuclear Disaster
Higginbotham, Adam
Paperback
Killers of Roe: My Investigation Into the Mysterious Death of Abortion Rights
Littlefield, Amy
Hardcover
How to Break Up with Your Phone, Revised Edition: The 30-Day Digital Detox Plan
Price, Catherine
Paperback
One Nation Under Blackmail - Vol. 1: The Sordid Union Between Intelligence and Crime That Gave Rise to Jeffrey Epstein, Vol.1
Webb, Whitney Alyse
Paperback
Las Como Hablar para que Los Ninos Escuchen: y Como Escuchar para que los Ninos Hablen
Mazlish, Elaine
Faber, Adele
Paperback
Hated by All the Right People: Tucker Carlson and the Unraveling of the Conservative Mind
Zengerle, Jason
Hardcover
The Goddess That Failed: Feminism's Unending War against Men, Families, and Civilization Itself
Fiamengo, Janice
Paperback
Mailman: My Wild Ride Delivering the Mail in Appalachia and Finally Finding Home
Grant, Stephen Starring
Hardcover
Nostalgic Word Search for Adults and Seniors (Large/Big Print) (Large Print Edition)
Press Books, D&e
Paperback
Torched: How a City Was Left to Burn, and the Olympic Rush to Rebuild L.A.
Vigliotti, Jonathan
Hardcover