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Quantitative Research Techniques + Statistics – Peregrine Questions and Answers (Graded A)

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  • November 1, 2024
  • 5
  • 2024/2025
  • Exam (elaborations)
  • Questions & answers

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  • quantitative research techniques statistics pe
  • quantitative research techniques statistics
  • a company developed a smartphone whose average li

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Quantitative Research Techniques +
Statistics – Peregrine Questions and
Answers (Graded A)
A company developed a smartphone whose average lifetime is unknown. In order to
estimate the average, 200 smartphones are randomly selected from a large production
line and tested; their average is found to be 5 years. The 200 smartphones represent: -
ANSWER-a sample

Significance level - ANSWER-Measures the reliability of a statistical inference

inferential statistics - ANSWER-Process of using sample statistics (mathematics) to
draw conclusions about population parameters

mutually exclusive - ANSWER-Events that cannot occur at the same time.

sampling error - ANSWER-the difference between the results of random samples taken
at the same time

non-sampling error - ANSWER-occurs when the sample data are incorrectly collected,
recorded, or analyzed. Three types of errors: data acquisition errors, non-response
errors (or bias), selection bias

Design of a good survey components - ANSWER-short survey, short/simple questions,
start with demographic questions, ues dichtomous (yes-no) and multiple choice

Direct observation - ANSWER-example: counts backpacks on campus for a day

stratified random sample - ANSWER-a sample from selected subgroups of the target
population in which everyone in those subgroups has an equal chance of being included
in the research

example: The manager of a customer service division wants to know if the customers in
the past 12 months are satisfied with their purchase of CD's. There are four types of
CD's.

Central Limit Theorem (CLT) - ANSWER-The name of the theorem stating that the
sampling distribution of a statistic (e.g. x ) is approximately normal whenever the sample
is large and random. Allows us to draw conclusions about the population based on
strictly sample data.

, sampling distribution of the mean - ANSWER-1. the sampling distribution of the mean
has a different mean from the original population
2. the standard deviation of the sampling distribution of the mean is referred to as the
standard deviation
3. if the original population is not normally distributed, the sampling of the mean will be
normal

Suppose you are given 3 numbers that relate to the number of people in a sample. The
three numbers are 10, 20 and 30. If the standard deviation is 10, the standard error
equals - ANSWER-5.77

Joint Probability - ANSWER-the probability of the intersection of two events

Union of two events - ANSWER-The union of events A and B is the event containing all
sample points that are in A or B or both

Marginal Probability - ANSWER-the probability of a single event without consideration of
any other event

Conditional Probability - ANSWER-the likelihood that a target behavior will occur in a
given circumstance

Bayes Law - ANSWER-calculates posterior probability

exhaustive - ANSWER-including everything possible; very thorough or complete

To find the standard deviation, find the mean of the data set ( 10, 20, 30) then calculate
in excel. Watch video Bozeman Science Standard Error

Find the sample standard deviation of 5, 10, 15 and 20. - ANSWER-6.45

standard deviation - ANSWER-a computed measure of how much scores vary around
the mean score

Type 1 error - ANSWER-Rejecting null hypothesis when it is true

type 11 error - ANSWER-false negative

Type 1 error criminal - ANSWER-Innocent person is wrongly convicted

The hypothesis of most interest to the researcher is: - ANSWER-the alternative
hypothesis

p-value - ANSWER-The probability level which forms basis for deciding if results are
statistically significant (not due to chance).

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