Statistical Inference

Statistical Inference

Course
en
English
Subtitles available
This content is rated 3.0543 out of 5
Source
  • From www.coursera.org
Conditions
  • Self-paced
  • Free Access
  • Fee-based Certificate
More info
  • 4 Sequences
  • Introductive Level
  • Subtitles in Vietnamese

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Course details

Syllabus

  • Week 1 - Week 1: Probability & Expected Values
    This week, we'll focus on the fundamentals including probability, random variables, expectations and more.
  • Week 2 - Week 2: Variability, Distribution, & Asymptotics
    We're going to tackle variability, distributions, limits, and confidence intervals.
  • Week 3 - Week: Intervals, Testing, & Pvalues
    We will be taking a look at intervals, testing, and pvalues in this lesson.
  • Week 4 - Week 4: Power, Bootstrapping, & Permutation Tests
    We will begin looking into power, bootstrapping, and permutation tests.

Prerequisite

None.

Instructors

Brian Caffo, PhD
Professor, Biostatistics
Bloomberg School of Public Health

Roger D. Peng, PhD
Associate Professor, Biostatistics
Bloomberg School of Public Health

Jeff Leek, PhD
Associate Professor, Biostatistics
Bloomberg School of Public Health

Editor

Johns Hopkins University (JHU) is a private American university located in Baltimore, Maryland. It also has campuses in Washington, D.C. Bologna, Italy, Singapore and Nanjing, China. It owes its name to Johns Hopkins, a wealthy entrepreneur who bequeathed 7 million dollars to the university on his death.

One of the most prestigious universities in the United States (especially for its faculties of medicine and public health, as well as its school of international affairs), the institution defines itself as the country's leading "research university". At the beginning of its history, it was mainly inspired by the University of Heidelberg and the German educational model of Wilhelm von Humboldt. In 2019, 39 Nobel Prize winners have their names associated with the university.

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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