Sign-In
Cart
Handbook of Regression Modeling in People Analytics: With Examples in R and Python
Paperback
Business GeneralProbability & Statistics
ISBN13: 9781032046631
Publisher: CRC Press
Published: Aug 26 2024
Pages: 272
Weight: 0.85
Height: 0.57 Width: 6.14 Depth: 9.21
Language: English
Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best 'swiss army knife' we have for answering these kinds of questions.
This book is a learning resource on inferential statistics and regression analysis. It teaches how to do a wide range of statistical analyses in both R and in Python, ranging from simple hypothesis testing to advanced multivariate modelling. Although it is primarily focused on examples related to the analysis of people and talent, the methods easily transfer to any discipline. The book hits a 'sweet spot' where there is just enough mathematical theory to support a strong understanding of the methods, but with a step-by-step guide and easily reproducible examples and code, so that the methods can be put into practice immediately. This makes the book accessible to a wide readership, from public and private sector analysts and practitioners to students and researchers.
Key Features:
- 16 accompanying datasets across a wide range of contexts (e.g. academic, corporate, sports, marketing)
- Clear step-by-step instructions on executing the analyses
- Clear guidance on how to interpret results
- Primary instruction in R but added sections for Python coders
- Discussion exercises and data exercises for each of the main chapters
- Final chapter of practice material and datasets ideal for class homework or project work.
1 different editions
Also available
Handbook of Regression Modeling in People Analytics: With Examples in R and Python
McNulty, Keith
Hardcover
Also from
McNulty, Keith
Handbook of Graphs and Networks in People Analytics: With Examples in R and Python
McNulty, Keith
Paperback
Handbook of Graphs and Networks in People Analytics: With Examples in R and Python
McNulty, Keith
Hardcover
Handbook of Regression Modeling in People Analytics: With Examples in R and Python
McNulty, Keith
Hardcover
Also in
Business General
The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking about
Robbins, Mel
Robbins, Sawyer
Hardcover
The Unity of the Capitalist Economy and State: A Systematic-Dialectical Exposition of the Capitalist System
Reuten, Geert
Paperback
This Program Is Brought to You by . . .: Distributing Television News Online
Braun, Joshua A.
Paperback
Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect
Guidara, Will
Hardcover
Hbr's 10 Must Reads on Mental Toughness (with Bonus Interview Post-Traumatic Growth and Building Resilience with Martin Seligman) (Hbr's 10 Must Reads
Schwartz, Tony
Seligman, Martin E. P.
Review, Harvard Business
Paperback
Hbr's 10 Must Reads on Managing Yourself (with Bonus Article How Will You Measure Your Life? by Clayton M. Christensen)
Christensen, Clayton M.
Review, Harvard Business
Drucker, Peter F.
Paperback
Hbr's 10 Must Reads on Mental Toughness, Updated and Expanded (Featuring How to Stop Worrying about What Other People Think of You by Michael Gervais)
Gervais, Michael
Duckworth, Angela L.
Review, Harvard Business
Paperback
I Will Teach You to Be Rich: No Guilt. No Excuses. Just a 6-Week Program That Works (Second Edition)
Sethi, Ramit
Paperback
Here Comes the Sun: A Last Chance for the Climate and a Fresh Chance for Civilization
McKibben, Bill
Hardcover
Shoveling $H!t: A Love Story about the Entrepreneur's Messy Path to Success
Lazerow, Kass
Lazerow, Michael
Hardcover
The Goal: 40th Anniversary Edition: A Process of Ongoing Improvement
Goldratt, Eliyahu M.
Cox, Jeff
Paperback
Crucial Conversations: Tools for Talking When Stakes Are High
Grenny, Joseph
McMillan, Ron
Patterson, Kerry
Paperback
Eat That Frog!: 21 Great Ways to Stop Procrastinating and Get More Done in Less Time
Tracy, Brian
Paperback
The Daily Stoic: 366 Meditations on Wisdom, Perseverance, and the Art of Living
Holiday, Ryan
Hanselman, Stephen
Hardcover
Wealthy and Well-Known: Build Your Personal Brand and Turn Your Reputation Into Revenue
Vaden, Rory
Vaden, Aj
Hardcover
Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong--and What You Really Need to Know
Oster, Emily
Paperback
The Multiply Method: Simple Systems for Building a Solid, Sustainable Network Marketing Team
Robbins, Sarah
Hardcover
Atlas of the Heart: Mapping Meaningful Connection and the Language of Human Experience
Brown, Brené
Hardcover
What the Heck Is Eos?: A Complete Guide for Employees in Companies Running on EOS
Wickman, Gino
Bouwer, Tom
Hardcover
Life of Your Dreams: How to Take Your Family, Fun, and Financial Freedom to a Whole 'Notha Level
Pentecost, Mark
Hardcover
The Overthinker's Guide to Making Decisions: How to Make Decisions Without Losing Your Mind
Nguyen, Joseph
Hardcover
Dirtbag Billionaire: How Yvon Chouinard Built Patagonia, Made a Fortune, and Gave It All Away
Gelles, David
Hardcover
Time for a Turning Point: Setting a Course Toward Free Markets and Limited Government for Future Generations
Kirk, Charlie
Hamachek, Brent
Paperback
Effective Phrases for Performance Appraisals: A Guide to Successful Evaluations
Neal Jr, James E.
Paperback
The AI Con: How to Fight Big Tech's Hype and Create the Future We Want
Hanna, Alex
Bender, Emily M.
Hardcover
Confidence (HBR Emotional Intelligence Series)
Review, Harvard Business
Kanter, Rosabeth Moss
Chamorro-Premuzic, Tomas
Paperback
Influence and Persuasion (HBR Emotional Intelligence Series)
Review, Harvard Business
Morgan, Nick
Cialdini, Robert B.
Paperback
Never Split the Difference: Negotiating as If Your Life Depended on It
Raz, Tahl
Voss, Chris
Hardcover
Having It All: What Data Tells Us about Women's Lives and Getting the Most Out of Yours
Low, Corinne
Hardcover
A CEO for All Seasons: Mastering the Cycles of Leadership
Malhotra, Vikram
Dewar, Carolyn
Keller, Scott
Hardcover
The 5 Second Rule: Transform Your Life, Work, and Confidence with Everyday Courage
Robbins, Mel
Hardcover
Mindful Listening (HBR Emotional Intelligence Series)
Hougaard, Rasmus
Zenger, Jack
Review, Harvard Business
Paperback
Who Moved My Cheese?: An A-Mazing Way to Deal with Change in Your Work and in Your Life
Johnson, Spencer
Hardcover
Inner Excellence: Train Your Mind for Extraordinary Performance and the Best Possible Life
Murphy, Jim
Paperback
Hábitos Atómicos: Cambios Pequeños, Resultados Extraordinarios / Atomic Habits
Clear, James
Paperback
How to Work with Complicated People: Strategies for Effective Collaboration with (Nearly) Anyone
Leak, Ryan
Hardcover
The Millionaire Fastlane: Crack the Code to Wealth and Live Rich for a Lifetime!
DeMarco, M. J.
Paperback
A Guide to the Project Management Body of Knowledge and the Standard for Project Management
Project Management Institute
Paperback
The Philosopher in the Valley: Alex Karp, Palantir, and the Rise of the Surveillance State
Steinberger, Michael
Hardcover
The Energy Bus: 10 Rules to Fuel Your Life, Work, and Team with Positive Energy
Gordon, Jon
Hardcover
Power and Impact (HBR Emotional Intelligence Series)
Review, Harvard Business
Cable, Dan
Bregman, Peter
Paperback
G.O.A.T. Wisdom: How to Build a Truly Great Business--From the Founders of Beekman 1802
Ridge, Brent
Kilmer-Purcell, Josh
Hardcover
Cribsheet: A Data-Driven Guide to Better, More Relaxed Parenting, from Birth to Preschool
Oster, Emily
Paperback
The Coaching Habit: Say Less, Ask More, and Change the Way You Lead Forever
Stanier, Michael Bungay
Paperback
Happiness (HBR Emotional Intelligence Series)
McKee, Annie
Gilbert, Daniel
Review, Harvard Business
Paperback
Mindfulness (HBR Emotional Intelligence Series)
Review, Harvard Business
Langer, Ellen
Goleman, Daniel
Paperback
Fearless Pricing: Ignite Your Team, Own Your Value, and Command What You Deserve
Brown, Casey
Paperback
Hbr's 10 Must Reads on Managing Yourself, Updated and Expanded (Featuring How Will You Measure Your Life? by Clayton M. Christensen)
Gallo, Amy
Review, Harvard Business
Drucker, Peter F.
Paperback
Positive Intelligence: Why Only 20% of Teams and Individuals Achieve Their True Potential and How You Can Achieve Yours
Chamine, Shirzad
Hardcover
Empire of the Elite: Inside Condé Nast, the Media Dynasty That Reshaped America
Grynbaum, Michael M.
Hardcover
The Mom Test: How to talk to customers & learn if your business is a good idea when everyone is lying to you
Fitzpatrick, Rob
Paperback
Hbr's 10 Must Reads on High Performance, Updated and Expanded (Featuring Nine Things Successful People Do Differently by Heidi Grant)
Goleman, Daniel
Review, Harvard Business
Grant, Heidi
Paperback
All the Cool Girls Get Fired: How to Let Go of Being Let Go and Come Back on Top
O'Neill, Kristina
Brown, Laura
Hardcover
Hbr's 10 Must Reads on Leadership, Updated and Expanded (Featuring Begin with Trust by Frances X. Frei and Anne Morriss)
Ibarra, Herminia
Review, Harvard Business
Edmondson, Amy C.
Paperback
The Mushroom at the End of the World: On the Possibility of Life in Capitalist Ruins
Tsing, Anna Lowenhaupt
Paperback
Self-Made Maverick: Break Free of Conventional Business Wisdom for Lasting Success
Zahedi, Reza
Hardcover
Hbr's 10 Must Reads on Managing People, Updated and Expanded (Featuring Are You a Good Boss--Or a Great One? by Linda A. Hill and Kent Lineback)
Goleman, Daniel
Hill, Linda A.
Review, Harvard Business
Paperback
Getting to Yes: Negotiating Agreement Without Giving in
Patton, Bruce
Fisher, Roger
Ury, William
Paperback
Coming of Age: How Technology and Entrepreneurship are Changing the Face of MENA
Sweid, Noor
Hardcover
Fans First: Change The Game, Break the Rules & Create an Unforgettable Experience
Cole, Jesse
Paperback
Feedback That Works: How to Build and Deliver Your Message, Second Edition
Center for Creative Leadership
Paperback
Begin With WE: 10 Principles for Building and Sustaining a Culture of Excellence
McDowell, Kyle
Paperback
How to Be a Rich Old Lady: Your Guide to Easy Investing, Building Wealth, and Creating the Wild, Beautiful Life You Want
Holden, Amanda
Hardcover
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Stanley, Thomas J.
Danko, William D.
Paperback
The Founder's Mentality: How to Overcome the Predictable Crises of Growth
Allen, James
Zook, Chris
Hardcover
Covet the Comeback: How a Son of Greek Immigrants Found Success, Lost Everything, Then Built a Fashion Empire
Garkinos, Christos
Paperback
The Obstacle Is the Way Expanded 10th Anniversary Edition: The Timeless Art of Turning Trials Into Triumph
Holiday, Ryan
Hardcover
The Daily Laws: 366 Meditations on Power, Seduction, Mastery, Strategy, and Human Nature
Greene, Robert
Paperback
Scaling Up: How a Few Companies Make It...and Why the Rest Don't (Rockefeller Habits 2.0)
Harnish, Verne
Paperback
From Drift to Drive: A High Achievers Guide to Breaking the Chains of Complacency
Robinson, Chris
Hardcover
The Technological Republic: Hard Power, Soft Belief, and the Future of the West
Karp, Alexander C.
Zamiska, Nicholas W.
Hardcover
The 6 Types of Working Genius: A Better Way to Understand Your Gifts, Your Frustrations, and Your Team
Lencioni, Patrick M.
Hardcover
Playful: How Play Shifts Our Thinking, Inspires Connection, and Sparks Creativity
Holman, Cas
Hardcover
Covet the Comeback: How a Son of Greek Immigrants Found Success, Lost Everything, Then Built a Fashion Empire
Garkinos, Christos
Hardcover
The Experimentation Machine: Finding Product-Market Fit in the Age of AI
Bussgang, Jeffrey J.
Hardcover
7 Rules of Power: Surprising--But True--Advice on How to Get Things Done and Advance Your Career
Pfeffer, Jeffrey
Paperback
Rocket Dreams: Musk, Bezos, and the Inside Story of the New, Trillion-Dollar Space Race
Davenport, Christian
Hardcover
Software as a Science: Unlock Limitless Recurring Revenue Without Losing Control
Verlaque, Matt
Martell, Dan
Page, Johnny
Hardcover
Smart Brevity: The Power of Saying More with Less (Revised and Updated)
Schwartz, Roy
Vandehei, Jim
Allen, Mike
Hardcover
The Asshole Survival Guide: How to Deal with People Who Treat You Like Dirt
Sutton, Robert I.
Paperback
The Emotionally Intelligent Team: Building Collaborative Groups That Outperform the Rest
Druskat, Vanessa Urch
Hardcover