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Course Detail

Course Name Distributions Derived from Normal distributions and Statistical Inference
Course Code 24AIM342
Program B. Sc. Clinical Nutrition, Dietetics, and Food Science
Semester VI
Credits 3
Campus Coimbatore

Summary

CO: The student should be able to work with different distributions and apply sampling methods and statistical tests.

Univariate Normal Distribution-Moment generating function and Convolution-Sum of n IID standard normal random variables-Sampling distribution of mean of random sample and estimation theory-pdf of square of standard normal random variable- Chi-square distribution-Sum of Squares of n IID standard normal random variables-Chi-square distribution with parameter n -F-distribution – Ratio of two Chi-square distributions-Testing of Hypothesis-Analysis of Variance.

References

  1. T. Hastie Computer Age Statistical Inference
  2. https://stat206-winter21-01.courses.soe.ucsc.edu/system/files/attachments/efron-hastie-2016.pdf
  3. https://online.stat.psu.edu/stat504/lesson/statistical-inference-and-estimation

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