Applied Flashcards

1
Q

Definition of population

A

The whole set of items that are of interest

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2
Q

Definition of sample

A

Some subset of the population intended to represent the population

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3
Q

Definition of sampling frame

A

List of sampling units from the population from which a sample is drawn

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4
Q

Name three random ways to sample

A

Simple random, systematic, stratified

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5
Q

Name two non-random ways to sample

A

Quota, opportunity

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6
Q

What is simple random sampling?

Name some + and -

A

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
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7
Q

What is systematic sampling?

Name some + and -

A

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
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8
Q

What is stratified sampling?

Names some + and -

A

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
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9
Q

What is quota sampling?

Name some + and -

A

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
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10
Q

What is opportunity sampling?

Name some + and -

A

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
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11
Q

What is numerical data called?

A

Quantitative

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12
Q

What are the two types of numerical data called?

A

Discrete (only certain values)

Continuous (can have any decimal value)

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13
Q

What is non-numerical data called?

A

Qualitative

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14
Q

Large data set stuff:

A
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
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15
Q

Typical values of gust

A

(UK only) 8-52mm

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16
Q

Typical values of rainfall

A

(UK) 0-66mm

17
Q

Typical values of Pressure

A

988-1038hPa

18
Q

Typical values of wind speed on Beaufort scale

A

Max- fresh - 5

19
Q

Typical values of Sunshine

A

(UK only) 0-16hrs

20
Q

Typical values of cloud cover

A

0-8 ocktas

21
Q

Name the measures of location

A
Maximum
Minimum
Quartiles
Percentiles
Deciles 

Measures of central tendency:
Mode
Median
Mean

22
Q

Name the measures of spread

A

Range
Standard deviation
Varience
Interquartile range

23
Q

Interpolation formula

A

LB + (pig/ gf x cw)

24
Q

Variance equation

A

Variance = sum of x^2/ number - (mean of x)^2

Variance= standard deviation^2

25
Q

Outliers

A

2 Standard deviations from the mean

UQ + 1.5xIQR
LQ - 1.5xIQR