Sign-In
Cart
Latent Variable Modeling with R
Paperback
General PsychologyGeneral Sociology
ISBN13: 9780415832458
Publisher: Routledge
Published: Jun 16 2015
Pages: 322
Weight: 2.30
Height: 1.10 Width: 7.00 Depth: 10.00
Language: English
This book demonstrates how to conduct latent variable modeling (LVM) in R by highlighting the features of each model, their specialized uses, examples, sample code and output, and an interpretation of the results. Each chapter features a detailed example including the analysis of the data using R, the relevant theory, the assumptions underlying the model, and other statistical details to help readers better understand the models and interpret the results. Every R command necessary for conducting the analyses is described along with the resulting output which provides readers with a template to follow when they apply the methods to their own data. The basic information pertinent to each model, the newest developments in these areas, and the relevant R code to use them are reviewed. Each chapter also features an introduction, summary, and suggested readings. A glossary of the text's boldfaced key terms and key R commands serve as helpful resources. The book is accompanied by a website with exercises, an answer key, and the in-text example data sets.
Latent Variable Modeling with R:
-Provides some examples that use messy data providing a more realistic situation readers will encounter with their own data.
-Reviews a wide range of LVMs including factor analysis, structural equation modeling, item response theory, and mixture models and advanced topics such as fitting nonlinear structural equation models, nonparametric item response theory models, and mixture regression models.
-Demonstrates how data simulation can help researchers better understand statistical methods and assist in selecting the necessary sample size prior to collecting data.
-www.routledge.com/9780415832458 provides exercises that apply the models along with annotated R output answer keys and the data that corresponds to the in-text examples so readers can replicate the results and check their work.
The book opens with basic instructions in how to use R to read data, download functions, and conduct basic analyses. From there, each chapter is dedicated to a different latent variable model including exploratory and confirmatory factor analysis (CFA), structural equation modeling (SEM), multiple groups CFA/SEM, least squares estimation, growth curve models, mixture models, item response theory (both dichotomous and polytomous items), differential item functioning (DIF), and correspondance analysis. The book concludes with a discussion of how data simulation can be used to better understand the workings of a statistical method and assist researchers in deciding on the necessary sample size prior to collecting data. A mixture of independently developed R code along with available libraries for simulating latent models in R are provided so readers can use these simulations to analyze data using the methods introduced in the previous chapters.
Intended for use in graduate or advanced undergraduate courses in latent variable modeling, factor analysis, structural equation modeling, item response theory, measurement, or multivariate statistics taught in psychology, education, human development, and social and health sciences, researchers in these fields also appreciate this book's practical approach. The book provides sufficient conceptual background information to serve as a standalone text. Familiarity with basic statistical concepts is assumed but basic knowledge of R is not.
1 different editions
Also available
Also in
General Psychology
Slaying the Dragon: The History of Addiction Treatment and Recovery in America
White, William L.
Paperback
Real Life Intuition: Extraordinary Stories from People Who Listen to Their Inner Voice
Barnum, Melanie
Paperback
The Enneagram of Eating: How the 9 Personality Types Influence Your Food, Diet, and Exercise Choices
Gadd, Ann
Paperback
On Death and Dying: What the Dying Have to Teach Doctors, Nursers, Clergy, and Their Own Families
Kbler-Ross, Elisabeth
Kubler-Ross, Elisabeth
Paperback
The Electromagnetic Brain: Em Field Theories on the Nature of Consciousness
Joye, Shelli Renée
Paperback
The Sullivanians: Sex, Psychotherapy, and the Wild Life of an American Commune
Stille, Alexander
Hardcover
Difficult Conversations: How to Discuss What Matters Most
Heen, Sheila
Patton, Bruce
Stone, Douglas
Paperback
Inspired: Understanding Creativity: A Journey Through Art, Science, and the Soul
Richtel, Matt
Hardcover
Wearing My Tutu to Analysis and Other Stories: Learning Psychodynamic Concepts from Life
Adelman, Anne
Anderson, Catherine
Malawista, Kerry
Paperback
Philosophy in Turbulent Times: Canguilhem, Sartre, Foucault, Althusser, Deleuze, Derrida
Roudinesco, Elisabeth
Paperback
Driven to Distraction: Recognizing and Coping with Attention Deficit Disorder from Childhood Through Adulthood
Hallowell
Hallowell, Edward M.
Paperback
Trauma and Recovery: The Aftermath of Violence--From Domestic Abuse to Political Terror
Herman, Judith Lewis
Paperback
Radical Compassion: Learning to Love Yourself and Your World with the Practice of Rain
Brach, Tara
Hardcover
The Strength of Sensitivity: Understanding Empathy for a Life of Emotional Peace & Balance
Mesich, Kyra
Paperback
Discover Your Soul Template: 14 Steps for Awakening Integrated Intelligence
Anthony, Marcus T.
Paperback
Adult Children of Emotionally Immature Parents: How to Heal from Distant, Rejecting, or Self-Involved Parents
Gibson, Lindsay C.
Paperback
Essays V2: Moral And Entertaining On The Various Faculties And Passions Of The Human Mind (1815)
Clarendon, Edward Hyde Earl of
Paperback
The War of Art: Break Through the Blocks and Win Your Inner Creative Battles
Pressfield, Steven
Paperback
No Bad Parts: Healing Trauma and Restoring Wholeness with the Internal Family Systems Model
Schwartz, Richard C.
Paperback
Strong Ground: The Lessons of Daring Leadership, the Tenacity of Paradox, and the Wisdom of the Human Spirit
Brown, Brené
Hardcover
Publication Manual (Official) 7th Edition of the American Psychological Association
American Psychological Association
Paperback
Nonviolent Communication: A Language of Life: Life-Changing Tools for Healthy Relationships
Rosenberg, Marshall B.
Paperback
Burn the Haystack: Decode Dating, Torch the Duds, and Make Room for Men Who Matter
Young Phd, Jennie
Hardcover
Attached: The New Science of Adult Attachment and How It Can Help You Find--And Keep--Love
Levine, Amir
Heller, Rachel
Paperback
Hábitos Atómicos: Cambios Pequeños, Resultados Extraordinarios / Atomic Habits
Clear, James
Paperback
The Dialectical Behavior Therapy Skills Workbook: Practical Dbt Exercises for Learning Mindfulness, Interpersonal Effectiveness, Emotion Regulation, a
Brantley, Jeffrey
McKay, Matthew
Wood, Jeffrey C.
Paperback
The Culting of America: What Makes a Cult and Why We Love Them
Mestyanek Young, Daniella
Reed, Amy
Hardcover
Your Ocd Will Hate This Book: A Proven System to Overcome Obsessive-Compulsive Disorder and Take Back Your Life
Peterson, Nathan
Hardcover
Adult Children of Emotionally Immature Parents: How to Heal from Distant, Rejecting, or Self-Involved Parents
Gibson, Lindsay C.
Hardcover
A Little More Social: How Small Choices Create Unexpected Happiness, Health, and Connection
Epley, Nicholas
Hardcover
Getting to Yes: Negotiating Agreement Without Giving in
Ury, William
Patton, Bruce
Fisher, Roger
Paperback
Atlas of the Heart: Mapping Meaningful Connection and the Language of Human Experience
Brown, Brené
Hardcover
Revenge of the Tipping Point: Overstories, Superspreaders, and the Rise of Social Engineering
Gladwell, Malcolm
Paperback
The Complex PTSD Workbook: A Mind-Body Approach to Regaining Emotional Control and Becoming Whole
Schwartz, Arielle, PhD
Paperback
The Balancing ACT: Creating Healthy Dependency and Connection Without Losing Yourself
Tawwab, Nedra Glover
Hardcover
Self-Love Workbook for Women: Release Self-Doubt, Build Self-Compassion, and Embrace Who You Are
Logan, Megan, MSW Lcsw
Paperback
My Grandmother's Hands: Racialized Trauma and the Pathway to Mending Our Hearts and Bodies
Menakem, Resmaa
Paperback
It Didn't Start with You: How Inherited Family Trauma Shapes Who We Are and How to End the Cycle
Wolynn, Mark
Paperback
Sometimes Therapy Is Awkward: A Collection of Life-Changing Insights for the Modern Clinician
Arzt, Nicole
Paperback
Beyond Belief: The Science-Backed Way to Stop Limiting Yourself and Achieve Breakthrough Results
Eyal, Nir
Hardcover
Moral Economics: From Prostitution to Organ Sales, What Controversial Transactions Reveal about How Markets Work
Roth, Alvin E.
Hardcover
The Ultimate Fun Adult Activity Book: Logic Puzzles, Sudoku, Mazes, Word Searches, Crosswords, Acrostics, Coloring, and More!
Demyanovich, Julie
Paperback
The Secure Soul: Finding Inner Strength and Connection When Trust Doesn't Come Easy
Cook, Alison
Paperback
The Internal Family Systems Workbook: A Guide to Discover Your Self and Heal Your Parts
Schwartz, Richard C.
Paperback
Anchored, Aligned, Accountable: A Framework for Transcending Bullsh*t and Transforming Our Lives and Work
Bethea, Aiko
Hardcover
The Betrayal Bind: How to Heal When the Person You Love the Most Hurts You the Worst
Mays Lpc Csat-S, Michelle
Paperback
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
Come Closer: Childhood Wounds, Adult Love, and the Secrets of Emotional Intimacy
Atlas, Galit
Hardcover
Raising Conscious Sons: Cultivating Purpose, Connection, and Inner Power in a Chaotic World
Tsabary, Shefali
Hardcover
Darkness Becomes Bright: On the Brief Life and Immortal Art of Edgar Allan Poe
Ogden, Emily
Hardcover
Imagine That: Transform How You Think, Feel, and Live with the Science of Imagination
Vieten, Cassandra
Hardcover
Daring Greatly: How the Courage to Be Vulnerable Transforms the Way We Live, Love, Parent, and Lead
Brown, Brené
Paperback
Make It Stick: The Science of Successful Learning
McDaniel, Mark A.
Roediger, Henry L., III
Brown, Peter C.
Hardcover
Engaged Compassion: Seven Practices to Cultivate Resilience, Connection, and a Joyous Life
Negi, Lobsang Tenzin
Hardcover
Synchronicity: An Acausal Connecting Principle. (from Vol. 8. of the Collected Works of C. G. Jung)
Jung, C. G.
Paperback
The Power of Moments: Why Certain Experiences Have Extraordinary Impact
Heath, Dan
Heath, Chip
Hardcover
The Road Less Triggered: Turning Conflict Into Connection with a Single Choice
Flanagan, Kelly
Paperback
Raising Conscious Daughters: Building Confidence, Courage, and Inner Power in an Anxious World
Tsabary, Shefali
Hardcover
Hbr's 10 Must Reads on Emotional Intelligence, Updated and Expanded (Featuring What Makes a Leader by Daniel Goleman)
Ibarra, Hermina
Review, Harvard Business
Goleman, Daniel
Paperback
Maybe You Should Talk to Someone: A Therapist, Her Therapist, and Our Lives Revealed
Gottlieb, Lori
Hardcover
The 6 Types of Working Genius: A Better Way to Understand Your Gifts, Your Frustrations, and Your Team
Lencioni, Patrick M.
Hardcover
This Book May Cause Side Effects: The Curious and Dangerous Power of the Nocebo Effect, Placebo's Evil Twin
Pilcher, Helen
Hardcover
The Art of Letting Go: Stop Overthinking, Stop Negative Spirals, and Find Emotional Freedom
Trenton, Nick
Hardcover
Friendship Skills for Neurodivergent Adults: A Guide for the Anxious, Uniquely Wired, and Easily Distracted
Maguire, Caroline
Hardcover
Decolonizing Therapy: Oppression, Historical Trauma, and Politicizing Your Practice
Mullan, Jennifer
Hardcover
The Goddess That Failed: Feminism's Unending War against Men, Families, and Civilization Itself
Fiamengo, Janice
Paperback
Conversation: How to Connect with Anyone & Make Every Interaction Count
Van Edwards, Vanessa
Hardcover
How to Win Friends and Influence People: Updated for the Next Generation of Leaders
Carnegie, Dale
Hardcover
Publication Manual (Official) 7th Edition of the American Psychological Association
American Psychological Association
Paperback
The Molecule of More: How a Single Chemical in Your Brain Drives Love, Sex, and Creativity--And Will Determine the Fate of the Human Race
Long, Michael E.
Lieberman, Daniel Z.
Paperback
When Everyone Knows That Everyone Knows . . .: Common Knowledge and the Mysteries of Money, Power, and Everyday Life
Pinker, Steven
Hardcover
Once Upon a Stranger: The Science of How "Small" Talk Can Add Up to a Big Life
Sandstrom, Gillian
Hardcover
Difficult Conversations: How to Discuss What Matters Most
Patton, Bruce
Stone, Douglas
Heen, Sheila
Paperback
The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth
Edmondson, Amy C.
Hardcover
Say This, Not That: How to Master 7 Dreaded Conversations As a Leader in the Modern Workplace
Flickinger, Chris
Paperback
AP Psychology Premium, 2027: Prep Book with 4 Practice Tests + Comprehensive Review + Online Practice
Weseley, Allyson J., Ed D.
McEntarffer, Robert, PH. D.
Paperback
You Are the One You've Been Waiting for: Applying Internal Family Systems to Intimate Relationships
Schwartz, Richard C.
Paperback
King, Warrior, Magician, Lover: Rediscovering the Archetypes of the Mature Masculine
Moore, Robert
Gillette, Doug
Paperback