Applied Flashcards
Definition of population
The whole set of items that are of interest
Definition of sample
Some subset of the population intended to represent the population
Definition of sampling frame
List of sampling units from the population from which a sample is drawn
Name three random ways to sample
Simple random, systematic, stratified
Name two non-random ways to sample
Quota, opportunity
What is simple random sampling?
Name some + and -
In the sampling frame each item is numbered. Random numbers are generated until the sample is taken.
+ Unbiased
+ Fair
- No consent
- Unrepresentative
- Could end up with an unrealistic sample
- Requires a sampling frame
What is systematic sampling?
Name some + and -
The required elements are taken at regular intervals starting from a random number in the first interval
+ Simple
+ Quick and inexpensive
+ Suitable for large samples
- Can introduce bias if sampling frame is not random
- Sampling frame required
What is stratified sampling?
Names some + and -
The population is divided into strata and a simple random sample is taken from each group
+ Reflects population structure
+ Proportional representation of groups
- Strata have to be relavant and distinct
- Sampling frame required
- Consent is required
- could end up with an unrealistic sample within the strata
What is quota sampling?
Name some + and -
Populations are divided into strata and a quota is set for each of the strata from which volunteers are taken to fill the numbers
+ Proportional representation
+ No sampling frame needed
+ Quick easy and inexpensive
+ Allows for easy comparison
- Could be biased
- Strata must be relavant and distinct
- Increasing scope makes it difficult
- Non-responses are not recorded
What is opportunity sampling?
Name some + and -
Sample taken from available people who fit the criteria
+ Inexpensive
+ Safety and consent
+ Easy to carry out
- Likely to be unrepresentative
- Highly dependent on the individual researcher
- Propaganda or news needs to be available for everyone
What is numerical data called?
Quantitative
What are the two types of numerical data called?
Discrete (only certain values)
Continuous (can have any decimal value)
What is non-numerical data called?
Qualitative
Large data set stuff:
1987 + 2015 8 weather stations Heathrow- England but hot and windy Leucars - Windy 3 other England Jacksonville, USA - Hot Beijing, China - Hottest, still Perth, Australia - Similar temp to UK, Very rainy
Typical values of gust
(UK only) 8-52mm