Sampling Part I
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Homework assignment on sampling
Due: January 27
th
I. True or False
T
F
1.
The population of interest for a survey is referred to as the sampling frame.
T
F
2.
The larger the sample, the smaller the variance in the sample mean.
T F
3.
If your sampling frame has 100% coverage, there will be no sampling error.
T
F
4.
Stratified sampling always results in smaller variance than simple random sampling. T
F
5.
It is almost always true that cluster sampling has larger variance than simple random sampling. T
F
6.
It is impossible to completely eliminate sampling bias.
Place the letter corresponding to the most appropriate word or phrase next to each description. Some words/phrases may be used more than once and others not at all. a.
Respondent error
h.
Random sampling
b.
Coverage error
i.
Simple random sampling
c.
Non-response error
j.
Stratified random sampling
d.
Sampling error
k.
Choice-based sampling
e.
Interviewer error
l. Cluster sampling
f.
Instrument error
m.
None of the above
__d_1.
Random error, i.e., just as likely to lie in one direction away from the true value as the other direction
_
a__2.
Errors in measurement due to respondent’s cognitive abilities, memory, or motivation
_k__3.
Avoiding houses with fierce-looking dogs in a home-interview survey
__
a_4.
Deviations of the answers of respondents from their true values on the measure
_
d__5.
Failure to include cell-phone only households in a CATI (computer-assisted telephone interview) household travel survey
__c. 6.
This error can either be of the “unit” or the “item” type (i.e., applying to the entire survey or to individual items on it)
__f. 7. Systematic error, i.e., having a tendency to lie in a certain direction
__c_8.
The tendency to forget to report short trips on a travel survey
__j_9.
Groups are defined based on preselected variables and sampling within each group is random
__e_10.Failure to read the question correctly, an intonation or enunciation that influences the answer, failure correctly to record an answer
_e__11.Question wording, types of responses, or ordering that affects the respondent’s answer
__d. 12.
Oversampling bus users
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Related Questions
Arbitrarily, NY Times selecting a location on Brooklyn Bridge to interview passerbys as being NYC residents about their opinion regarding CUNY funding is an example of
a.
media sampling
b.
cluster sampling
c.
non probability sample
d.
random sample
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1. The “t” test for samples from a normal population must be used when_____________.A. The sample size is small.B. Standard deviation is unknown.C. Sample size is small and the standard deviation is unknown.D. Sample size is big and standard deviation is known
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QUESTION 3
Archeologists plan to examine a sample of 2-meter square plots near an ancient Greek city for
artifacts visible in the ground. They choose a certain number of separate samples of plots from
floodplain, coast, foothills, and high hills.
What kind of sampling strategy is this?
a. A cluster random sample
b. A simple random sample, SRS
C. A systematic random sample
d. A stratified random sample
Click Save and Submit to save and submit. Click Save All Answers to save all answers.
Save All Answe
OCT
19
étv
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5. A market research company wishes to find out whether the population of students at a university prefers brand A or
brand B of instant coffee. A random sample of students is selected, and each students is asked first to try brand A and
then to try brand B , or vice versa (with the order determined at random). They then indicate which brand they prefer.
This is an example of
an experiment.
b.
а.
an observational study
a stratified sampling design.
a randomized block design.
a systematic sampling design.
с.
d.
е.
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10
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-Explain Non Probability Sampling
- Examples of Non probability sampling
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Side-by-side box plots are typically a good way to begin the analysis when comparing two populations.
a. True
b. False
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3) The major variable is the central idea of the entire literature. Its sub-variables help specify which particular aspect of the major variable is being referred to. The indicators, on the other hand, are specific information that describes the sub-variables.
Examples:
Major variable: Study habits
Sub-variable: Time required for studying, methods of studying, and place for studying
Indicators: Employing patterned time intervals for effective studying: using mnemonics in memorizing the terms; and studying in one's ideal environment
Instructions: Identify the major variables, sub-variables, and indicators of the examples of literature review.
Example 3: On leadership Competencies and Management Skills
(refer to the photo for the details)
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21. Stratified random sampling is a method of sampling that involves the division of a population into smaller groups known as strataSelect one:TrueFalse
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10-Which one of the following is not an example of non-probability sampling technique?
a.
Convenience sampling
b.
Quota sampling
c.
Judgement sampling
d.
Cluster sampling
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11. Matching the sampling method with the most appropriate description
One potential participant is identified, then asked for
recommendations for other people to contact for the study.
Researchers minimize costs to participants by recruit people
living within a particular residential area that offers an easy
commute to the study location.
Recruitment materials are sent to a random selection of
people within 15 Connecticut towns selected at random from
state demographic records.
The political party affiliation of every registered voter in
Connecticut is tallied to determine proportional
representation.
The Office of Student Life sends survey invitations to random
members of each graduating class until they receive a number
of responses proportional to the relative size of each class.
The Trinity Athletics department asks coaches to help recruit
their athletes for participation in a survey of satisfaction with
care from the trainer's office.
A high school sends a survey to a random…
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Uppp
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1
A sampling procedure which does not afford any basis for estimating the probability that each item in the population has of being included in the sample is called ______________
a.
Nonprobability Sampling
b.
In depth Sampling
c.
Out of context Sampling
d.
Probability Sampling
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10:27 Bb M
QUESTION 2
Consider a one-item survey as follows:
Using a scale of 1 – 5 in which 1 = Not as well as I
hoped, 2 = Pretty well, 3 = Well, 4 = Very well,
and 5 = Crushing it, please indicate how well you
are doing so far in your MBA 503 course.
1[] 2[]
What type of data does this survey generate?
Choose all that apply.
3[] 4[] 5[ ]
O Continuous
O Ratio
Time series
O Exponential
O Binomial
O Interval
O Biased
O Intersection
Union
O Hypergeometric
O Ordinal
O None of the above
QUESTION 3
If you have a data set of n items, the data are
continuous variables, the data set is unimodal,
and the data set is too skewed to use the normal
distribution, which probability distribution
should you use to calculate probabilities?
O Discrete uniform distribution
Binomial distribution
O Poisson distribution
Hypergeometric distribution
O Geometric distribution
O Uniform continuous distribution
O Standard normal distribution
O Exponential distribution
O Triangular distribution
O None of the above…
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38
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Q1: Identify the sampling technique used in the above scenarios.
B puts students' names in a hat and then selects his sample by picking 5 names, from his hat.
B wants to check the airport security and for that he choose the first 50people to pass through a checkpoint.
B wants to check the food quality of the products and for that he selects every 10thitems as her sample.
B want to analyze the job satisfaction level among employees. He divided employees on the basis of “managers” and “non-managerial employees” and then randomly select 10 persons from each group.
B want to study on gambling addiction and realized that it is difficult to get in contact with gambling addictive. He had however been in contact with one individual gambler in the initial phase of the study. When he interviewed him he asked if he had knowledge of other gamblers. The gambler gave references for two persons. When these two persons were interviewed, one gambler give reference…
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Descriptive Statistics Analysis Results
Current Battery. Proposed Battery
Mean 598.7 Mean 697
Standard error 7.816009212. Standard error 3.431876714
Median 602. Median 700
Mode 620. Mode 710
Standard deviation 24.71639132. Standard deviation 10.85254706
Sample variance 610.9 Sample variance 117.7777778
Range 86. Range 31
Minimum 534. Minimum 679
Maximum 620. Maximum 710
Sum 5,987 Sum 6,970
Count 10 g. Count 10
*Battery time between charges shown in minutes
Create a 1 slide infograph
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1- Explain the facts regarding the data, including number of variables and datapoints.
#of variables
# of observations
2- Complete the table as follows, List the variables features including, names, variable,
level, etc.
Variable
Variable Type
Variable Level
Age
Numeric
Ratio
Gender
Categorical
Sales_Rep
Business
Years
College
Personality
Certificates
Feedback
Salary
NPS
Part 3 is shown on the photo
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In using a statistical formula to calculate sample size, information that is typically needed to do the calculation include the following, except
a.desired level of confidence
b.allowable margin of error
c.response rate
d.variability of population characteristic being studied
e.all of the above belong
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iS Management Fall20
Random variation is also known as common cause variation.
Select one:
a. FALSE
O b. TRUE
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a. Complete the ANOVA table. (Round the MS- and F-values to 4 decimal places.)
SOURCE
Regression
100
Error
Total
30
630
b. How large was the sample?
n=
c. Determine the standard error of estimate. (Round the final answer to 4 decimal places.)
d. Determine the coefficient of determination. (Round the final answer to 2 decimal places.)
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In each of the following situations, a random sample must be obtained. Determine whether a cluster, stratified, or systematic random sampling would be appropriate.Explain in brief detail how the sampling is to be conducted. Do not discuss expected results or conclusions.
a. A large convenience store chain wishes to determine its customers’ level of
satisfaction with regard to their service.
b. A nationwide survey on charter change is to be conducted. (Note: there are
seventeen regions in the Philippines.)
c. An educational researcher wants to compare the difference in career goals
between male and female students of Maryheights College having 10,000
students.
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do fast
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Topic:
“What are some causes of rising food prices and the challenges faced by rural farmers in Mt. Royal, Carriacou.”
Based on the topic above complete the questions below.
What is the best way to collect the data?
What are the best sampling methods that is intended to use for the data collection?
Are you using interviews?
If so how many interviews will be conducted?
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