Other Effective Sampling Methods
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Transcript of Other Effective Sampling Methods
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Other Effective Sampling Methods
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Definitions
• Frame = A list of all the individuals within the population
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Definitions
• Stratified Sample = Obtained by separating the population into nonoverlapping groups called strata and then obtaining a simple random sample from each stratum. The individuals within each stratum should be homogeneous (or similar) in some way. Need a frame
Example: Democrats, Republicans, Independent
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Definitions
• Systematic Sample = is obtained by selecting every kth individual from the population. The first individual selected corresponds to a random number between 1 and k. Doesn’t require a frame
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Steps in Systematic Sampling1. If possible, approximate the population
size, N.2. Determine the sample size desired, n.3. Compute N/n and round down to the
nearest integer. This value is k.4. Randomly select a number between 1
and k. Call this number p.5. The sample will consist of the following
individuals: p, p+k, p+2k, …, p+(n-1)k
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Definitions
• Cluster Sample = is obtained by selecting all individuals within a randomly selected collection or group of individuals. Don’t need a complete frame just a frame of the groupings.
• homogeneous = similar• heterogeneous = dissimilar
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Definitions
• Convenience Sample = a sample in which the individuals are easily obtained
Most Popular Type:self-selected : individuals themselvesdecide to participate (voluntary response samples)
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1. Identify the type of sampling used (Similar to p.36 #11-24)
An instructor walks into a classroom and asks his students whether they are for or against making marijuana legal.
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2. Identify the type of sampling used (Similar to p.36 #11-24)
The instructor randomly picks the number 7 and randomly picks the number 5. He then takes a sample of students coming out of the library starting with the 7th student and every 5th one after that.
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3. Identify the type of sampling used (Similar to p.36 #11-24)
Administration randomly picks 3 classrooms during the 8:00 slot on MWF and administers a survey to everyone in those classrooms
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4. Identify the type of sampling used (Similar to p.36 #11-24)
Administration splits the students at a college into two groups (Men and Women) and randomly picks from within each group.
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5. Identify the type of sampling used (Similar to p.36 #11-24)
An instructor randomly pick 40 students from everyone on the campus to see if they think the government captured a space alien in Cowley County.
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Naval Craft? Hmmmm, how much are you selling London Bridge for? (2012)
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6. Systematic Sample
There are a total of 3300 individuals in a town. A company wishes to conduct a systematic sample. Determine k if the sample size is 70.
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7. Systematic Sample
A survey is to be conducted at a company. The company has 4000 employees and wants to conduct a systematic sample of size 35 to determine how many think the CEO is an alien.(a)What is k?(b)Suppose that 3 is randomly picked, then the individuals in your survey will be:
____, ____, … , ____
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