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Fall 2019
Dec 05, 2019
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STAT 41700 - Statistical Theory
Credit Hours: 3.00. An introduction to the mathematical theory of statistical inference, emphasizing inference for standard parametric families of distributions. Properties of estimators. Bayes and maximum likelihood estimation. Sufficient statistics. Properties of test of hypotheses. Most powerful and likelihood-ratio tests. Distribution theory for common statistics based on normal distributions. Typically offered Fall Spring.
3.000 Credit hours

Levels: Graduate, Professional, Undergraduate
Schedule Types: Distance Learning, Lecture

Offered By: College of Science
Department: Statistics

Course Attributes:
Upper Division

May be offered at any of the following campuses:     
      IUPUI
      West Lafayette


Restrictions:
Must be enrolled in one of the following Majors:     
      Data Science
      Data Science

Prerequisites:
(Undergraduate level STAT 35000 Minimum Grade of C- or Undergraduate level STAT 35500 Minimum Grade of C- or Undergraduate level STAT 51100 Minimum Grade of C- or Undergraduate level CS 35500 Minimum Grade of C-) and (Undergraduate level MA 41600 Minimum Grade of C- or Undergraduate level STAT 41600 Minimum Grade of C- or Undergraduate level STAT 51600 Minimum Grade of C-)

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