John MacInnes 
Know Your Variables [PDF ebook] 
Little Quick Fix

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Know Your Variables unlocks the gate to simple data analysis for any stats course. Packed with lively examples it shows students what variables are and why looking for relationships between them is so interesting and so powerful.
Little Quick Fix titles provide quick but authoritative answers to the problems, hurdles, and assessment points students face in the research course, project proposal, or design – whatever their methods learning is.


  • Lively, ultra-modern design; full-colour, each page a tailored design.

  • An hour′s read. Easy to dip in and out of with clear navigation enables the reader to find what she needs – quick.

  • Direct written style gets to the point with clear language. Nothing needs to be read twice. No fluff.

  • Learning is reinforced through a 2-minute overview summary; 3-second summaries with super-quick Q&A

  • DIY tasks create a work plan to accomplish a task, do a self-check quiz, solve a problem, get students to what they need to show their supervisor.

  • Checkpoints in each section make sure students are nailing it as they go and support self-directed learning.

  • How do I know I’m done? Each Little Quick Fix wraps up with a finale checklist that allows the reader to self-assess they’ve got what they need to progress, submit, or ace the test or task.

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Table of Content

Section 1: Why do variables matter?
Section 2: What is a variable?
Section 3: How do I identify a variable?
Section 4: What variables measure quantities and categories?
Section 5: How do I examine relationships between variables?
Section 6: What are independent and dependent variables?
Section 7: Why does correlation not automatically mean causation?
Section 8: How can I use variables in my research project?

About the author

From 2009 to 2014 John was the Strategic Advisor to the Economic and Social Research Council (ESRC) on quantitative methods training overseeing the genesis and launch of the Q-Step programme. From 2015 to 2020 he was Strategic Advisor to the British Academy on Quantitative skills and a member of the British Academy’s High Level Strategy group on Quantitative Skills. John is a Chartered Statistician and was Vice President (Professional Affairs) of the Royal Statistical Society 2019-20. He has held research grants from the European Commission, UK ESRC, British Academy, Leverhulme trust and British, Spanish and Catalan government departments.

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Language English ● Format PDF ● Pages 128 ● ISBN 9781526460615 ● File size 21.8 MB ● Publisher SAGE Publications ● City London ● Country GB ● Published 2018 ● Edition 1 ● Downloadable 24 months ● Currency EUR ● ID 6730657 ● Copy protection Adobe DRM
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