Final Flashcards
(66 cards)
What is a correlation?
A linear association between two random variables
What are the different natures of association?
Positive
Negative
Perfect
No
What are the different types of correlation complexity?
Simple: measure used to determine the strength and direct of the relationship between two variables
Multiple: a measure of how well a given variable can be predicted using a linear function of a set of other variables
Partial: measure of association between two variables while controlling or adjusting the effect of one or more additional variables
What are some different methods of studying correlation?
Scatter diagram method
Pearson correlation coefficient method
Spearmans rank coefficient method
What is the correlation coefficient?
A measure of strength of the linear relationship between two variables that in décidées in terms of the covariance of the variables divided by they standard deviation
Denoted by r
What is the equation for the Pearson correlation?
r = E(ZxZy)/n
What is a strong, moderate, or weak correlation?
Strong > 0.7
Moderate: 0.3
What is the correlation of determination?
A measure of how well the regression line represents the data
Represented by r^2
Lies between 0 to 1
The further the line is away from the points, the less it is able to explain the variation
Represents the percentage of the data that is the closest to the line of best fit
Why is the correlation of determination useful?
Gives the proportion of the varience of one variable that is predictable from the other variable
Allows us to determine how certain Im can be in making predictions from a certain model/graph
What is spearmans rank coefficient?
A method to determine correlation when the data are not available in numerical form
Values of the two variables are converted to their ranks, and there from the correlation is obtained
When can thé spearmans rank coefficient be calculated and what is the formula?
Actual ranks given
Ranks are not given but grades are given but not repeated
Ranks are not given and grade are given and repeated
p = 1 - 6(Edi^2)/n(n^2 - 1)
How do you interpret the spearman rank coefficient?
As p approaches +1 the rank becomes more similar
As p approaches -1 the ranks become inversely related to each other
As p approaches 0 then it is not possib to determine the rank from the other variable
Define space and place
Space: location on the earth, coordinates an area
- more relèvent to spatial analysis and spatial relationships
Place: somewhere meaningfully (socially, culturally)
- more relèvent to understanding meaning in those relationships
What is overall individual health statues based on?
A combination of:
1) characteristics of individuals (composition)
2) characteristics of environments in which people live and work (context)
What do geographers study and describe?
Characteristics of places
How characteristics of phenomena very across space
How people interact with the environment
Who was John snow?
Water pump guy with cholera
What are some different symbols people use on maps?
Points, lines, polygons
Direction
Orientation
Scale
What is GIS?
Geographic information system
A computer-based system including software, hardware, people, and geographic information
What are the types of spatial data?
Vector: spatial objects linked to an attributed table (points, lines, polygons)
Raster: pixels, not coordinates, no shapes
- discrete: soil types
- continuous: elevation, air pollution
What units can all StatCan data be aggregated into?
Dissemination area (one or more city block) Census tract (neighbourhood) Place name Census division (county)
What is NDVI?
Normalized difference vegetation index
- satellite derived indicator of green vegetation on the group
- green vegetation absorbs most of the visible, and reflects most of the near infrared light
What are the strengths and limitations of NDVI?
Consistent quality over time and across the whole country
Relatively high spatial resolution
Describes only the amount of greenness and vegetation not the quality nor accessibility of these spaces
What are the strengths and limitations of blue space?
500m is an arbitrary distance
WTer is not necessarily accessible or visible
Available across Canada, very complete
Scalable p
What is a questionnaire?
An instrument to collect answers to questions, collect factual data, and gathers in formation or measures