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Daniël Lakens

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Daniel Lakens is an Associate Professor in the Human-Technology interaction group at Eindhoven University of Technology (TU/e). His areas of expertise include meta-science, research methods and applied statistics. Daniel’s main lines of empirical research focus on conceptual thought, similarity, and meaning. He also focuses on how to design and interpret studies, applied (meta)-statistics, and reward structures in science.  
14 books on the list
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Logic of Statistical Inference book cover
Logic of Statistical Inference
Ian Hacking - Aug 26, 2016 (first published in 1965)
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One of Ian Hacking's earliest publications, this book showcases his early ideas on the central concepts and questions surrounding statistical reasoning. He explores the basic principles of statistical reasoning and tests them, both at a philosophical level and in terms of their practical consequences for statisticians. Presented in a fresh twenty-f...
Daniël Lakens
Dec 22, 2021
@Ilanim67 The logicof statistical inference by Ian Hacking is a good book to start - I think there is quite some room for improving his discussion of the Neyman Pearson approach, but a great start.      source
Statistical Inference as Severe Testing book cover
Statistical Inference as Severe Testing
How to Get Beyond the Statistics Wars
Deborah G. Mayo - Sep 20, 2018
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Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover on disagreements between experts charged with restoring integrity to science. It denies two pervasive views of the role of probability in inference: to assign degrees of belief, and to contr...
Daniël Lakens
Oct 21, 2021
@seanpmackinnon @quantitudepod Thanks!! Yes, Mayo's book is great - it really gives you a very solid basis to start to make sense of what we are doing in science when we make statistical inferences.      source
Constructing Research Questions book cover
Constructing Research Questions
Doing Interesting Research
Mats Alvesson - Mar 06, 2013
Goodreads Rating
All researchers want to produce interesting and influential theories. A key step in all theory development is formulating innovative research questions that will result in interesting and significant research. Traditional textbooks on research methods tend to ignore, or gloss over, actual ways of constructing research questions. In this text, Alves...
Daniël Lakens
Apr 04, 2021
Greatly enjoyed the book "Constructing Research Questions: Doing Interesting Research": (you might have free access through your library). Asking problematizing questions (see table) (instead of 'gap-spotting' questions) is something worthwhile to teach.      source
The Circle book cover
The Circle
Dave Eggers - Dec 15, 2015 (first published in 2013)
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The Circle is the exhilarating new novel from Dave Eggers, best-selling author of A Hologram for the King, a finalist for the National Book Award. When Mae Holland is hired to work for the Circle, the world's most powerful internet company, she feels she's been given the opportunity of a lifetime. The Circle, run out of a sprawling California campu...
Daniël Lakens
Mar 22, 2021
Slightly less directly, but still something that pops up as I use social media, is David Eggers' 2013 book The Circle. A bit more extreme (it is fiction) but it has great sections that will make you self-reflect.      source
So You've Been Publicly Shamed book cover
So You've Been Publicly Shamed
Jon Ronson - Mar 29, 2016 (first published in 2015)
Goodreads Rating
Now a  New York Times  bestseller and from the author of The Psychopath Test, a captivating and brilliant exploration of one of our world's most underappreciated forces: shame. 'It's about the terror, isn't it?' 'The terror of what?' I said. 'The terror of being found out.' For the past three years, Jon Ronson has travelled the world meeting recipi...
Daniël Lakens
Mar 22, 2021
As we are on this topic, one book that changed my action on social media more than any other was reading Jon Ronson's "So You've Been Publicly Shamed" - highly recommended - if you have any other recommendations, would love to hear them.      source
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Max RushdenTim Soret
Designing Experiments and Analyzing Data book cover
Designing Experiments and Analyzing Data
A Model Comparison Perspective, Third Edition
Scott E. Maxwell - Aug 02, 2017 (first published in 1990)
Goodreads Rating
Designing Experiments and Analyzing Data: A Model Comparison Perspective (3rd edition) offers an integrative conceptual framework for understanding experimental design and data analysis. Maxwell, Delaney, and Kelley first apply fundamental principles to simple experimental designs followed by an application of the same principles to more complicate...
Daniël Lakens
Mar 04, 2021
@dsquintana Both are great, but that book by Maxwell Delaney and Kelley is really 💯- it keeps giving and I have learned *so* much from it.      source
Uncertainty book cover
Uncertainty
Einstein, Heisenberg, Bohr, and the Struggle for the Soul of Science
David Lindley - Feb 12, 2008
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The more precisely the position is determined, the less precisely the momentum is known in this instant, and vice versa.—Werner HeisenbergThat God would choose to play dice with the world is something I cannot believe.—Albert EinsteinNothing exists until it is measured.—Neils BohrThe remarkable story of a startling scientific idea that ignited a ba...
Daniël Lakens
Dec 21, 2020
Greatly enjoyed Lindley's book on uncertainty in early quantum theory. It makes you understand why philosophers of science so often use examples from this time. Very educational.      source
Introduction to Meta-Analysis book cover
Introduction to Meta-Analysis
Michael Borenstein - Apr 27, 2009
Goodreads Rating
This book provides a clear and thorough introduction to meta-analysis, the process of synthesizing data from a series of separate studies. Meta-analysis has become a critically important tool in fields as diverse as medicine, pharmacology, epidemiology, education, psychology, business, and ecology. Introduction to Meta-Analysis Outlines the role of...
Daniël Lakens
Dec 16, 2020
@AV_SP As long as you have 2 groups, F = t*t. I would recommend reading Borenstein's book on meta-analysis if you are doing it for the first time and use metafor in R.      source
Social Science Methodology book cover
Social Science Methodology
A Unified Framework (Strategies for Social Inquiry)
John Gerring - Dec 15, 2011
Goodreads Rating
John Gerring's exceptional textbook has been thoroughly revised in this second edition. It offers a one-volume introduction to social science methodology relevant to the disciplines of anthropology, economics, history, political science, psychology and sociology. This new edition has been extensively developed with the introduction of new material ...
Daniël Lakens
Mar 09, 2020
This book by Gerring on Social Science Methodology was a lovely read - the first part is an opinionated view on concept formation and creating a solid argument, the second part is an excellent overview of causality - all sections are too rarely taught!      source
Theory Building book cover
Theory Building
Robert Dubin - Feb 01, 1978
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Daniël Lakens
Feb 24, 2020
This is a dual appreciation tweet of 1) The book Theory Building by Dubin from 1969, which I highly recommend reading, and 2) the fact I could borrow it for free online from @internetarchive which is amazing (I'll return the book in 10 days if you want it)      source
What Is This Thing Called Science? book cover
What Is This Thing Called Science?
Alan F. Chalmers - Sep 15, 2013
Goodreads Rating
Since its first publication in 1976, Alan Chalmers's highly regarded and widely read work--translated into eighteen languages--has become a classic introduction to the scientific method, known for its accessibility to beginners and its value as a resource for advanced students and scholars.In addition to overall improvements and updates inspired by...
Daniël Lakens
Jan 26, 2020
Finally read "What is this thing called science?" by Chalmers (overview of the book: - pdf is a search away). If you want to learn about philosophy of science, you can't go wrong starting here. Very clear, and a great choice of topics.      source
Understanding Psychology as a Science by Zoltan Dienes
What If There Were No Significance Tests? by Lisa L. Harlow
Theory Construction and Model-Building Skills, Second Edition by James Jaccard