math haha Flashcards
Patterns in Nature
Symmetry
Trees, Fractals
Spirals
Waves, dunes
Bubbles, foam
Tessellations
Cracks
Spots, stripes
GOLDEN RATIO
1.618
Two Branches of Statistics
Descriptive Statistics
Inferential Statistics
Using the data gathered on a group to describe or reach conclusions about the same group
E.g., class average, range of scores in an exam
Descriptive Statistics
A researcher gathers data from a sample and uses the statistics generated to reach conclusions about the population from the sample drawn.
Inferential Statistics
Two Types of Variables
Qualitative Variables (category)
Quantitative Variables (numbers)
Variables that can be placed into distinct categories according to some characteristic or attribute (e.g., gender)
Qualitative Variables (category)
Variables are numerical and can be ordered and ranked
Quantitative Variables (numbers)
Characteristic of interest about an object under investigation
Variable
Quantitative Variables
Discrete (whole number)
Continuous (decimal)
Countable. Data are obtained by counting
Example: the number of children in a family
Discrete (whole number)
Can assume an infinite number of values in an interval between any two specific values.
Examples: temperature
Continuous (decimal)
Four Levels of Data Management
- Nominal (naming, labeling, classification)
- Ordinal (ranking, order)
- Interval (zero has meaning)
- Ratio (zero has no meaning)
naming, labeling, classification
Nominal
– lowest level of data management
– for identification and classification
Nominal
ranking, order
Ordinal
use to reflect some rank or order of individuals or objects
Ordinal
where zero has meaning
Interval
zero is arbitrary (e.g., Temperature)
Interval