Week 15 — Continuous Distribution (Normal); Sampling Distribution

In week 15, the following topics were discussed:

  1. Continuous Distribution – Expressed in terms of function, probability is found using integration, Expected Value E(X), Variance VAR(X)
  2. Special Distribution — Normal
    - symmetrical bell shape curve
    - 2 parameters (μ, σ2), where μ is the population mean, and σ is the population standard deviation
    - to find the probability, we need to use the Standard Normal table Z ~ N(0,1) where Z = (X – μ)/σ
  3. Sampling Distribution of the Mean
    - distribution of all the sample mean,  X bar
    - If X ~ N(μ, σ2), then   X bar ~ N(μ, σ2/n)
    - to find the probability, we need to use the Standard Normal table Z ~ N(0,1) where Z = ( X bar – μ)/(σ/\sqrt{\ } \!\,n)

 

The materials used during lecture and tutorial lessons can be found below:

Wk 15 Continuous Distribution (handout)

Wk 15 Sampling Distribution (handout)

Wk 15 Tutorial 11

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