Computational Statistics Handbook with MATLAB phần 8 potx
Computational Statistics Handbook with MATLAB phần 8 potx
... acceptance probabil-
ity yielding
q YX()q XY()=
© 2002 by Chapman & Hall/CRC
4 28 Computational Statistics Handbook with M
ATLAB
Monte Carlo integration estimates the integral of Equation 11.3 by
obtaining ... follows
(10.29)
x
1
x
1
x
2
R
α
T() Rt() αT+=
)
© 2002 by Chapman & Hall/CRC
420 Computational Statistics Handook with M
ATLAB
available in the MATLAB Statis...
Computational Statistics Handbook with MATLAB phần 4 potx
... ppdata
Z′ U
T
Θ UZ
T
()=
α
*
β
*
,
γ 0 π 4⁄ 8 3π 8 ,,,=
z
j
1 t 1+()
z
j
2 t 1+()
© 2002 by Chapman & Hall/CRC
1 68 Computational Statistics Handbook with M
ATLAB
The Andrews curves and parallel ... principal
component analysis.
n 10
3
10
6
…,,=()
© 2002 by Chapman & Hall/CRC
182 Computational Statistics Handbook with M
ATLAB
Example 5. 28
In this example, we use t...
Computational Statistics Handbook with MATLAB phần 2 pot
... 0.7 0 .8 0.9 1
0
0.2
0.4
0.6
0 .8
1
1.2
1.4
1.6
1 .8
2
f(x)
f
x() 2x=
f
x()
q
i
PY i=()=
p
i
PX i=()=
q
i
p
Y
cq
Y
()⁄
© 2002 by Chapman & Hall/CRC
92 Computational Statistics Handbook with ... function evaluated at a point less than
T
1
T
2
VT
2
() 8= VT
1
() 4=
01,().
© 2002 by Chapman & Hall/CRC
84 Computational Statistics Handbook with M
ATLAB
6. else if deli...
Computational Statistics Handbook with MATLAB phần 3 pps
... given by the surface with the one shown in
Figure 5. 18.
−4 −2 0 2 4
−4
−2
0
2
4
−2
0
2
−2
0
2
0
0.05
0.1
© 2002 by Chapman & Hall/CRC
1 48 Computational Statistics Handbook with M
ATLAB
at 2-D ... setosa data using the plotmatrix function.
© 2002 by Chapman & Hall/CRC
1 28 Computational Statistics Handbook with M
ATLAB
end
% Add some whitespace to see better.
axi...
Computational Statistics Handbook with MATLAB phần 5 pot
... mean(reps);
sehat = sqrt((n-1)/n*sum((reps-mureps).^2));
The jackknife replicates are:
89 89 89 89 89 81 81 81 81 81 .
These give an estimated standard error of the median of .
Because the median is ... 1+
B
k
B
k
AMISE
FP
h()
2
3nh
49
288 0
h
4
Rf″()+=
f
″
f
x()
h
FP
*
2
15
49nR f ″()
15⁄
=
f
x()
Rf″() 38 σ
5
()⁄=
© 2002 by Chapman & Hall/CRC
272 Computational...
Computational Statistics Handbook with MATLAB phần 6 doc
... in Table 8. 3.
When we create a new term, we initialize the parameters using
Equations 8. 46 through 8. 48. We denote the current number of terms in the
model by N.
, (8. 46)
, (8. 47)
, (8. 48)
where ... −2 0 2 4 6 8
0
0.05
0.1
0.15
0.2
0.25
Feature − x
P(x | ω
2
) * P(ω
2
)
P(x | ω
1
) * P(ω
1
)
ω
1
()
ω
2
().
© 2002 by Chapman & Hall/CRC
288 Computational Statistics Hand...
Computational Statistics Handbook with MATLAB phần 7 pdf
... 0.2 0.3 0.4 0.5 0.6 0.7 0 .8 0.9 1
0.2
0.3
0.4
0.5
0.6
0.7
0 .8
0.9
1
ROC Curve
P(FA)
P( CC
ω
1
)
© 2002 by Chapman & Hall/CRC
3 68 Computational Statistics Handbook with M
ATLAB
where denotes ... features
190 143 52
174 131 50
2 18 126 49
130 131 51
1 38 127 52
211 129 49
X
1
X
2
X
3
© 2002 by Chapman & Hall/CRC
3 48 Computational Statistics Handbook with M
ATL...
Computational Statistics Handbook with MATLAB phần 9 docx
... Chapman & Hall/CRC
488 Computational Statistics Handbook with M
ATLAB
We now describe simulation techniques that compare the estimated distri-
bution functions with the distribution under ... the function csintkern with .
500 1000 1500 2000 2500
1000
1500
2000
2500
3000
3500
4000
h 220=
© 2002 by Chapman & Hall/CRC
486 Computational Statistics Handbook with M
A...
Computational Statistics Handbook with MATLAB phần 10 ppsx
... 550 Computational Statistics Handbook with M
ATLAB
Descriptive Statistics
Function Purpose
bootstrp Bootstrap statistics for any function.
corrcoef Correlation coefficient - also in standard
MATLAB
cov ... Hall/CRC
516 Computational Statistics Handbook with M
ATLAB
A.6 Data Constructs in M
ATLAB
We do not cover the object-oriented aspects of MATLAB here. Thus, we are...