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Summary BBS1003 - Statistics

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Summary of 4 pages for the course BBS1003 Statistics at UM (Statistics)

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  • October 3, 2023
  • 4
  • 2021/2022
  • Summary
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Chapter 1
Types of variables
Qualitative
- Nominal  scores are only intended to distinguish between different categories
o Hair colour, sex, disease.
- Ordinal  scores are ordered
o Size coffee.
Quantitative
- Interval  differences between scores can be meaningfully interpreted. No natural zero.
o Weight, income.
- Ratio  natural zero.
o People in ER, age




Mean  average
Median  middle number
Mode  score with highest frequency
Variation = n * var(x)


Normal distribution | 68% / 95% / 99,7% |


Pearson correlation r depends on the average distance of the observations from some straight line.
r = 1 or -1  strong correlation, r = 0  weak correlation.

Chapter 2
To perform a linear regression analysis, the dependent variable Y should be quantitative (continuous)
The regression line is the straight line that minimizes the sum of all deviations of observations from
the regression line.
R-squared  measure of how good the data can be summarized by the regression line with a range
between 0 and 1.




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