Statistics, Principles, Methods and Research

Fudan University

Course Description

  • Course Name

    Statistics, Principles, Methods and Research

  • Host University

    Fudan University

  • Location

    Shanghai, China

  • Area of Study

    Mathematics, Research, Statistics

  • Language Level

    Hours & Credits

  • Recommended U.S. Semester Credits
  • Recommended U.S. Quarter Units
  • Overview

    The topics covered in this course include: introduction of R, probability, independence, conditional probability, Bayes' formula, random variables and distributions, moment generating functions, probability inequalities, law of large numbers, central limit theorem, point estimation, maximum likelihood estimation, Fisher's information, asymptotic efficiency, Hypothesis testing, Wald's test, t-tests, likelihood ratio tests, permutation tests, confidence intervals.

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