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MATH1712 Probability and Statistics II

This class was created by Brainscape user Sophie Wilkinson. Visit their profile to learn more about the creator.

By: Sophie Wilkinson
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Decks in this class (7)

1. Data and Models
Summarising numerical data, summarising attribute data, fitting a model
29  cards
2. Parameter Estimation
estimation of a mean, estimation of a variance, estimation of a proportion
17  cards
3. Linear Regression
Sample covariance and correlation, least square regression, alternative regression models
38  cards
4.1 Hypothesis Tests - Z-Test
single observation, multiple observations, comparing the mean of populations, one-sided test, large sample size, z-test in R
32  cards
4.2 Hypothesis Tests - T-Test
chi-squared distribution, t-distribution, two-sided t-test, one-sided t-test, large sample size, two-sample t-test, p-values
26  cards
4.3 Hypothesis Tests - χ²-Test
normal approximation to the binomial distribution, χ² test for model fit, χ² test for independence
20  cards
5. Confidence Intervals
confidence intervals for the mean: normally distributed known variance, normally distributed unknown variance, confidence intervals for a proportion
17  cards

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MATH1712 Probability and Statistics II

  • Class purpose General learning

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