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Robert Ricci
Evaluating Networked Systems
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c6d9b03e
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c6d9b03e
authored
Feb 11, 2014
by
Robert Ricci
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Almost done with lecture 10 notes
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lectures/lecture10/lecturenotes.tex
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lectures/lecture10/lecturenotes.tex
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c6d9b03e
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@@ -33,6 +33,7 @@
\2
\textit
{
Why do we consider our measurements random variables?
}
\2
CDF vs. PDF vs. PMF
\2
\textit
{
How do we calculate probability a value will be within a range?
}
\3
Integral (CDF) at point
$
b
$
, minus integral at point
$
a
$
\1
Important probability concept: Expectation
\2
``The value you can expect to get''
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@@ -44,11 +45,12 @@
\2
$
E
[
XY
]
$
is expected value of
$
X
*
Y
$
\2
Linearity of expectation
\1
Mean, median, mode
\2
\textit
{
When to use each
}
\2
Categorical: mode, total: mean, skewed: median, else: mean
\2
Additive (arithmetic), multiplicative (geometric), harmonic
\2
Mistakes with means: large range, skewness, multiplying when not
independent, ratio with different bases
\1
Covariance
\2
Measure whether two random variables vary together
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