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Are singing sand (ss) and non-
singing sand (ns) have different
size?
From our question,
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Hypothesis (Hypotheses)
Singing and Non-singing sand have differentsize.
Singing sand is bigger than non-singing sand.
>
Singing sand is smaller than non-singing
sand.
SS NS
SS NS
SS NS
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What do you want to do to
answer the question or prove
if your hypothesis is right?
Mean/average
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What are the parameters in
descriptive statistic ?
Mean 0.57 Standard Error
0.049579935
Median 0.55
Mode 0.54
Standard Deviation
0.210349849
Sample Variance
0.044247059
Kurtosis -0.45259628
Skewness 0.216033915 Range 0.76
Minimum 0.23
Maximum 0.99
Sum 10.26 Count 18
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The term Central tendency
refers to middle value or
perhaps a typical value thedata, and is mean, median,
or mode. Each of these
measures is calculateddifferently, and the one that is
one that is best to use
depends upon the situation.
Central Tendency
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Mean
= population mean
X = sample mean
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Median
Median
is in theMiddle
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Mode
mode
is the
mostpopular
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Copyright 2000 by Monica Yuskaitis
Mode
The most popular or thatwhich is in fashion.
Baseball caps are a mode today.
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Mean = Median = Mode
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skewness
Left-skewed right-skewed
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Hypothesis Testing
Hypothesis testing is a way of systematically
quantifying how certain you are of the result
of a statistical experiment.
Let focus on singing sand experiment : )
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Hypothesis Testing
Is also called significance testing
Testsa claim about a parameter using
evidence
The procedure is broken into four steps
Each element of the procedure must be
understood
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A. Null and Alternative Hypotheses
Convert the research question to null and
alternative hypotheses
The null hypothesis (H0) is a claim ofno
difference in the population
The alternative hypothesis (Ha) claims H0 is
false
Collect data and seek evidence against H0 as a
way of bolstering Ha (deduction)
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