Improving your statistical inferences

Improving your statistical inferences

Course
en
English
Subtitles available
24 h
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Source
  • From www.coursera.org
Conditions
  • Self-paced
  • Free Access
  • Fee-based Certificate
More info
  • 8 Sequences
  • Intermediate Level
  • Subtitles in Chinese

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Course details

Syllabus

  • Week 1 - Introduction + Frequentist Statistics
     
  • Week 2 - Likelihoods & Bayesian Statistics
     
  • Week 3 - Multiple Comparisons, Statistical Power, Pre-Registration
     
  • Week 4 - Effect Sizes
     
  • Week 5 - Confidence Intervals, Sample Size Justification, P-Curve analysis
     
  • Week 6 - Philosophy of Science & Theory
     
  • Week 7 - Open Science
     
  • Week 8 - Final Exam
    This module contains a practice exam and a graded exam. Both quizzes cover content from the entire course. We recommend making these exams only after you went through all the other modules.

Prerequisite

None.

Instructors

Daniel Lakens
Associate Professor
Department of Human-Technology Interaction

Editor

Eindhoven University of Technology (TU/e) is a research-driven, design-oriented university of technology with a strong international focus. The university was founded in 1956, and has around 8,500 students and 3,000 staff. TU/e has defined strategic areas focusing on the societal challenges in Energy, Health and Smart Mobility. The Brainport Eindhoven region is one of world’s smartest; it won the title Intelligent Community of the Year 2011.

Platform

Coursera is a digital company offering massive open online course founded by computer teachers Andrew Ng and Daphne Koller Stanford University, located in Mountain View, California. 

Coursera works with top universities and organizations to make some of their courses available online, and offers courses in many subjects, including: physics, engineering, humanities, medicine, biology, social sciences, mathematics, business, computer science, digital marketing, data science, and other subjects.

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