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Statistica: Frequenze, Indici di Posizione, Variabilità e Associazione - Prof. Rapallo, Formulari di Statistica

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Universit`a di Genova Dipartimento di Economia
Frequenze
d
i
=
f
i
=
i
Indici di posizione
x
=1
n
P
i
x
i
x
=1
n
P
j
x
j
n
j
M
g
(
X
) =
n
pQ
i
x
i
Me
=
x
i
+0
:
5
F
i
1
F
i
F
i
1
(
x
i
+1
x
i
)
Indici di variabilit`a
2
=1
n
P
i
x
2
i
x
2
CV
=
x
E
=
K
K
1
1
P
i
f
2
i
R
= 1
P
n
1
i
=1
Q
i
P
n
1
i
=1
F
i
= 1
2
n
1
P
n
1
i
=1
Q
i
R
= 1
P
i
(
F
i
F
i
1
)(
Q
i
+
Q
i
1
)
Associazione
2
=
P
i
P
j
(
n
ij
n
0
ij
)
2
n
0
ij
2
=
2
=n
V
=
s
2
min
f
r; c
g
1
XY
=1
n
P
i
x
i
y
i
x
y
=
XY
X
Y
Regressione
b
1
=
XY
2
X
b
0
=
y
b
1
x
2
^
Y
=1
n
P
i
(^
y
i
y
)
2
2
e
=1
n
P
i
e
2
i
R
2
=
2
^
Y
2
Y
Probabilit`a elementare
P
(
E
) =
P
i
P
(
E
j
F
i
)
P
(
F
i
)
P
(
F
i
j
E
) =
P
(
E
j
F
i
)
P
(
F
i
)
P
(
E
)
Variabili casuali discrete
E
(
X
) =
P
x
xf
X
(
x
)
Var
(
X
) =
P
x
x
2
f
X
(
x
)
E
(
X
)
2
Variabile casuale Binomiale
f
X
(
x
) =
n
x
x
(1
)
n
x
E
(
X
) =
n
Var
(
X
) =
n
(1
)
Variabile casuale di Poisson
f
X
(
x
) =
e
x
x
!
E
(
X
) =
Var
(
X
) =
Variabili casuali continue
E
(
X
) =
R
+
1
1
xf
X
(
x
)
dx
Var
(
X
) =
R
+
1
1
x
2
f
X
(
x
)
dx
E
(
X
)
2
Intervalli di confidenza
x
t
2
s
p
n
n
z
2
2
s
2
2
^
p
z
2
r
^
p
(1
^
p
)
n
!
n
z
2
2
^
p
(1
^
p
)
2
Test di ipotesi
T
=
X
0
S=
p
n
T
=^
P
0
p
0
(1
0
)
=n
T
=
X
Y
s
D
s
D
=
r
(
n
1)
S
2
X
+ (
m
1)
S
2
Y
n
+
m
2
n
+
m
nm
pf3
pf4

Anteprima parziale del testo

Scarica Statistica: Frequenze, Indici di Posizione, Variabilità e Associazione - Prof. Rapallo e più Formulari in PDF di Statistica solo su Docsity!

Frequenze

di = fi =i

Indici di posizione

x  =

n

P

i xi

x  =

n

P

j xj^ nj

Mg (X) = n

pQ

i xi

Me = xi +

0 : 5 Fi 1

Fi Fi 1

(xi+1 xi )

Indici di variabilit`a

^2 =

n

P

i x

2

i ^ x

2

CV =

x

E^  =

K

K 1

P

i f^

2 i

R = 1

Pn 1

P^ i=1^ Qi

n 1

i=1 Fi

n 1

Pn 1

i=1 Qi

R = 1

P

i (Fi^ ^ Fi^1 )(Qi^ +^ Qi^1 )

Associazione

^2 =

P

i

P

j

(nij n^0 ij )^2

n^0 ij

^2 = ^2 =n

V =

s

^2

minfr; cg 1

XY =

n

P

i xi^ yi^ ^ x^ y

XY

X Y

Regressione

b 1 =

XY

 X^2

b 0 = y b 1 x

^2 Y^ =

n

P

i (^yi^ ^ y^ )

2

^2 e =

n

P

i e

2 i

R^2 =

^2 Y^

^2 Y

Probabilit`a elementare

P(E) =

P

i P(EjFi^ )P(Fi^ )

P(Fi jE) =

P(EjFi )P(Fi )

P(E)

Variabili casuali discrete

E(X) =

P

x xfX^ (x)

Var(X) =

P

x x

2 f

X (x)^ ^ E(X)

2

Variabile casuale Binomiale

fX (x) =

n

x

x^ (1 )nx

E(X) = n Var(X) = n(1 )

Variabile casuale di Poisson

fX (x) = e^

x

x!

E(X) =  Var(X) = 

Variabili casuali continue

E(X) =

R + 1

1 xfX^ (x)dx

Var(X) =

R + 1

1 x

2 f

X (x)dx^ ^ E(X)

2

Intervalli di confidenza

x  t

2

s

p

n

n 

z^2

2

s^2

^2

p ^  z 2

r

p^(1 p^)

n

n 

z^2

2

p ^(1 p^)

^2

Test di ipotesi

T =

X  0

S=

p

n

T =

P^  0

p

 0 (1  0 )=n

T =

X Y

sD

sD =

r

(n 1)S X^2 + (m 1)S^2 Y

n + m 2

n + m

nm

Tavola 1: Funzione di ripartizione della Variabile Casuale Normale Standardizzata

(z) = P (Z  z) =

p

dz

(z)

Tavola 2: Valori critici della Distribuzione t

P (T  t ; ) =

 -  Z z - 2 = ez 
  • z 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0. 0 z
  • -3.4 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.
  • -3.3 0.0005 0.0005 0.0005 0.0004 0.0004 0.0004 0.0004 0.0004 0.0004 0.
  • -3.2 0.0007 0.0007 0.0006 0.0006 0.0006 0.0006 0.0006 0.0005 0.0005 0.
  • -3.1 0.0010 0.0009 0.0009 0.0009 0.0008 0.0008 0.0008 0.0008 0.0007 0.
  • -3.0 0.0013 0.0013 0.0013 0.0012 0.0012 0.0011 0.0011 0.0011 0.0010 0.
  • -2.9 0.0019 0.0018 0.0018 0.0017 0.0016 0.0016 0.0015 0.0015 0.0014 0.
  • -2.8 0.0026 0.0025 0.0024 0.0023 0.0023 0.0022 0.0021 0.0021 0.0020 0.
  • -2.7 0.0035 0.0034 0.0033 0.0032 0.0031 0.0030 0.0029 0.0028 0.0027 0.
  • -2.6 0.0047 0.0045 0.0044 0.0043 0.0041 0.0040 0.0039 0.0038 0.0037 0.
  • -2.5 0.0062 0.0060 0.0059 0.0057 0.0055 0.0054 0.0052 0.0051 0.0049 0.
  • -2.4 0.0082 0.0080 0.0078 0.0075 0.0073 0.0071 0.0069 0.0068 0.0066 0.
  • -2.3 0.0107 0.0104 0.0102 0.0099 0.0096 0.0094 0.0091 0.0089 0.0087 0.
  • -2.2 0.0139 0.0136 0.0132 0.0129 0.0125 0.0122 0.0119 0.0116 0.0113 0.
  • -2.1 0.0179 0.0174 0.0170 0.0166 0.0162 0.0158 0.0154 0.0150 0.0146 0.
  • -2.0 0.0228 0.0222 0.0217 0.0212 0.0207 0.0202 0.0197 0.0192 0.0188 0.
  • -1.9 0.0287 0.0281 0.0274 0.0268 0.0262 0.0256 0.0250 0.0244 0.0239 0.
  • -1.8 0.0359 0.0351 0.0344 0.0336 0.0329 0.0322 0.0314 0.0307 0.0301 0.
  • -1.7 0.0446 0.0436 0.0427 0.0418 0.0409 0.0401 0.0392 0.0384 0.0375 0.
  • -1.6 0.0548 0.0537 0.0526 0.0516 0.0505 0.0495 0.0485 0.0475 0.0465 0.
  • -1.5 0.0668 0.0655 0.0643 0.0630 0.0618 0.0606 0.0594 0.0582 0.0571 0.
  • -1.4 0.0808 0.0793 0.0778 0.0764 0.0749 0.0735 0.0721 0.0708 0.0694 0.
  • -1.3 0.0968 0.0951 0.0934 0.0918 0.0901 0.0885 0.0869 0.0853 0.0838 0.
  • -1.2 0.1151 0.1131 0.1112 0.1093 0.1075 0.1056 0.1038 0.1020 0.1003 0.
  • -1.1 0.1357 0.1335 0.1314 0.1292 0.1271 0.1251 0.1230 0.1210 0.1190 0.
  • -1.0 0.1587 0.1562 0.1539 0.1515 0.1492 0.1469 0.1446 0.1423 0.1401 0.
  • -0.9 0.1841 0.1814 0.1788 0.1762 0.1736 0.1711 0.1685 0.1660 0.1635 0.
  • -0.8 0.2119 0.2090 0.2061 0.2033 0.2005 0.1977 0.1949 0.1922 0.1894 0.
  • -0.7 0.2420 0.2389 0.2358 0.2327 0.2296 0.2266 0.2236 0.2206 0.2177 0.
  • -0.6 0.2743 0.2709 0.2676 0.2643 0.2611 0.2578 0.2546 0.2514 0.2483 0.
  • -0.5 0.3085 0.3050 0.3015 0.2981 0.2946 0.2912 0.2877 0.2843 0.2810 0.
  • -0.4 0.3446 0.3409 0.3372 0.3336 0.3300 0.3264 0.3228 0.3192 0.3156 0.
  • -0.3 0.3821 0.3783 0.3745 0.3707 0.3669 0.3632 0.3594 0.3557 0.3520 0.
  • -0.2 0.4207 0.4168 0.4129 0.4090 0.4052 0.4013 0.3974 0.3936 0.3897 0.
  • -0.1 0.4602 0.4562 0.4522 0.4483 0.4443 0.4404 0.4364 0.4325 0.4286 0.
  • -0.0 0.5000 0.4960 0.4920 0.4880 0.4840 0.4801 0.4761 0.4721 0.4681 0.
    • z 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0. Tavola 1 (segue): Funzione di ripartizione della Variabile Casuale Normale Standardizzata
  • 0.0 0.5000 0.5040 0.5080 0.5120 0.5160 0.5199 0.5239 0.5279 0.5319 0.
  • 0.1 0.5398 0.5438 0.5478 0.5517 0.5557 0.5596 0.5636 0.5675 0.5714 0.
  • 0.2 0.5793 0.5832 0.5871 0.5910 0.5948 0.5987 0.6026 0.6064 0.6103 0.
  • 0.3 0.6179 0.6217 0.6255 0.6293 0.6331 0.6368 0.6406 0.6443 0.6480 0.
  • 0.4 0.6554 0.6591 0.6628 0.6664 0.6700 0.6736 0.6772 0.6808 0.6844 0.
  • 0.5 0.6915 0.6950 0.6985 0.7019 0.7054 0.7088 0.7123 0.7157 0.7190 0.
  • 0.6 0.7257 0.7291 0.7324 0.7357 0.7389 0.7422 0.7454 0.7486 0.7517 0.
  • 0.7 0.7580 0.7611 0.7642 0.7673 0.7704 0.7734 0.7764 0.7794 0.7823 0.
  • 0.8 0.7881 0.7910 0.7939 0.7967 0.7995 0.8023 0.8051 0.8078 0.8106 0.
  • 0.9 0.8159 0.8186 0.8212 0.8238 0.8264 0.8289 0.8315 0.8340 0.8365 0.
  • 1.0 0.8413 0.8438 0.8461 0.8485 0.8508 0.8531 0.8554 0.8577 0.8599 0.
  • 1.1 0.8643 0.8665 0.8686 0.8708 0.8729 0.8749 0.8770 0.8790 0.8810 0.
  • 1.2 0.8849 0.8869 0.8888 0.8907 0.8925 0.8944 0.8962 0.8980 0.8997 0.
  • 1.3 0.9032 0.9049 0.9066 0.9082 0.9099 0.9115 0.9131 0.9147 0.9162 0.
  • 1.4 0.9192 0.9207 0.9222 0.9236 0.9251 0.9265 0.9279 0.9292 0.9306 0.
  • 1.5 0.9332 0.9345 0.9357 0.9370 0.9382 0.9394 0.9406 0.9418 0.9429 0.
  • 1.6 0.9452 0.9463 0.9474 0.9484 0.9495 0.9505 0.9515 0.9525 0.9535 0.
  • 1.7 0.9554 0.9564 0.9573 0.9582 0.9591 0.9599 0.9608 0.9616 0.9625 0.
  • 1.8 0.9641 0.9649 0.9656 0.9664 0.9671 0.9678 0.9686 0.9693 0.9699 0.
  • 1.9 0.9713 0.9719 0.9726 0.9732 0.9738 0.9744 0.9750 0.9756 0.9761 0.
  • 2.0 0.9772 0.9778 0.9783 0.9788 0.9793 0.9798 0.9803 0.9808 0.9812 0.
  • 2.1 0.9821 0.9826 0.9830 0.9834 0.9838 0.9842 0.9846 0.9850 0.9854 0.
  • 2.2 0.9861 0.9864 0.9868 0.9871 0.9875 0.9878 0.9881 0.9884 0.9887 0.
  • 2.3 0.9893 0.9896 0.9898 0.9901 0.9904 0.9906 0.9909 0.9911 0.9913 0.
  • 2.4 0.9918 0.9920 0.9922 0.9925 0.9927 0.9929 0.9931 0.9932 0.9934 0.
  • 2.5 0.9938 0.9940 0.9941 0.9943 0.9945 0.9946 0.9948 0.9949 0.9951 0.
  • 2.6 0.9953 0.9955 0.9956 0.9957 0.9959 0.9960 0.9961 0.9962 0.9963 0.
  • 2.7 0.9965 0.9966 0.9967 0.9968 0.9969 0.9970 0.9971 0.9972 0.9973 0.
  • 2.8 0.9974 0.9975 0.9976 0.9977 0.9977 0.9978 0.9979 0.9979 0.9980 0.
  • 2.9 0.9981 0.9982 0.9982 0.9983 0.9984 0.9984 0.9985 0.9985 0.9986 0.
  • 3.0 0.9987 0.9987 0.9987 0.9988 0.9988 0.9989 0.9989 0.9989 0.9990 0.
  • 3.1 0.9990 0.9991 0.9991 0.9991 0.9992 0.9992 0.9992 0.9992 0.9993 0.
  • 3.2 0.9993 0.9993 0.9994 0.9994 0.9994 0.9994 0.9994 0.9995 0.9995 0.
  • 3.3 0.9995 0.9995 0.9995 0.9996 0.9996 0.9996 0.9996 0.9996 0.9996 0.
  • 3.4 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0. - 0.10 0.05 0.025 0.01 0.005 0.001 0.0005 0. Tavola 1a: Valori critici della Variabile Casuale Normale Standardizzata. P (Z  z ) = - z 1.2816 1.6449 1.9600 2.3263 2.5758 3.0902 3.2905 3. - 0.00009 0.00008 0.00007 0.00006 0.00005 0.00004 0.00003 0.00002 0. - z 3.7455 3.7750 3.8082 3.8461 3.8906 3.9444 4.0128 4.1075 4. -  0.20 0.10 0.05 0.025 0.01 0.005 0.001 0.0005 0. 0 t ; - 1 1.3764 3.0777 6.3137 12.7062 31.8210 63.6559 318.2888 636.5776 3185. - 2 1.0607 1.8856 2.9200 4.3027 6.9645 9.9250 22.3285 31.5998 70. - 3 0.9785 1.6377 2.3534 3.1824 4.5407 5.8408 10.2143 12.9244 22. - 4 0.9410 1.5332 2.1318 2.7765 3.7469 4.6041 7.1729 8.6101 13. - 5 0.9195 1.4759 2.0150 2.5706 3.3649 4.0321 5.8935 6.8685 9. - 6 0.9057 1.4398 1.9432 2.4469 3.1427 3.7074 5.2075 5.9587 8. - 7 0.8960 1.4149 1.8946 2.3646 2.9979 3.4995 4.7853 5.4081 7. - 8 0.8889 1.3968 1.8595 2.3060 2.8965 3.3554 4.5008 5.0414 6. - 9 0.8834 1.3830 1.8331 2.2622 2.8214 3.2498 4.2969 4.7809 6.
    • 10 0.8791 1.3722 1.8125 2.2281 2.7638 3.1693 4.1437 4.5868 5.
    • 11 0.8755 1.3634 1.7959 2.2010 2.7181 3.1058 4.0248 4.4369 5.
    • 12 0.8726 1.3562 1.7823 2.1788 2.6810 3.0545 3.9296 4.3178 5.
    • 13 0.8702 1.3502 1.7709 2.1604 2.6503 3.0123 3.8520 4.2209 5.
    • 14 0.8681 1.3450 1.7613 2.1448 2.6245 2.9768 3.7874 4.1403 4.
    • 15 0.8662 1.3406 1.7531 2.1315 2.6025 2.9467 3.7329 4.0728 4.
    • 16 0.8647 1.3368 1.7459 2.1199 2.5835 2.9208 3.6861 4.0149 4.
    • 17 0.8633 1.3334 1.7396 2.1098 2.5669 2.8982 3.6458 3.9651 4.
    • 18 0.8620 1.3304 1.7341 2.1009 2.5524 2.8784 3.6105 3.9217 4.
    • 19 0.8610 1.3277 1.7291 2.0930 2.5395 2.8609 3.5793 3.8833 4.
    • 20 0.8600 1.3253 1.7247 2.0860 2.5280 2.8453 3.5518 3.8496 4.
    • 21 0.8591 1.3232 1.7207 2.0796 2.5176 2.8314 3.5271 3.8193 4.
    • 22 0.8583 1.3212 1.7171 2.0739 2.5083 2.8188 3.5050 3.7922 4.
    • 23 0.8575 1.3195 1.7139 2.0687 2.4999 2.8073 3.4850 3.7676 4.
    • 24 0.8569 1.3178 1.7109 2.0639 2.4922 2.7970 3.4668 3.7454 4.
    • 25 0.8562 1.3163 1.7081 2.0595 2.4851 2.7874 3.4502 3.7251 4.
    • 26 0.8557 1.3150 1.7056 2.0555 2.4786 2.7787 3.4350 3.7067 4.
    • 27 0.8551 1.3137 1.7033 2.0518 2.4727 2.7707 3.4210 3.6895 4.
    • 28 0.8546 1.3125 1.7011 2.0484 2.4671 2.7633 3.4082 3.6739 4.
    • 29 0.8542 1.3114 1.6991 2.0452 2.4620 2.7564 3.3963 3.6595 4.
    • 30 0.8538 1.3104 1.6973 2.0423 2.4573 2.7500 3.3852 3.6460 4.
    • 35 0.8520 1.3062 1.6896 2.0301 2.4377 2.7238 3.3400 3.5911 4.
    • 40 0.8507 1.3031 1.6839 2.0211 2.4233 2.7045 3.3069 3.5510 4.
    • 45 0.8497 1.3007 1.6794 2.0141 2.4121 2.6896 3.2815 3.5203 4.
    • 50 0.8489 1.2987 1.6759 2.0086 2.4033 2.6778 3.2614 3.4960 4.
    • 55 0.8482 1.2971 1.6730 2.0040 2.3961 2.6682 3.2451 3.4765 3.
    • 60 0.8477 1.2958 1.6706 2.0003 2.3901 2.6603 3.2317 3.4602 3.
    • 70 0.8468 1.2938 1.6669 1.9944 2.3808 2.6479 3.2108 3.4350 3.
    • 80 0.8461 1.2922 1.6641 1.9901 2.3739 2.6387 3.1952 3.4164 3.
    • 90 0.8456 1.2910 1.6620 1.9867 2.3685 2.6316 3.1832 3.4019 3.
  • 100 0.8452 1.2901 1.6602 1.9840 2.3642 2.6259 3.1738 3.3905 3.
  • 120 0.8446 1.2886 1.6576 1.9799 2.3578 2.6174 3.1595 3.3734 3.
    • 1 0.8416 1.2816 1.6449 1.9600 2.3264 2.5758 3.0902 3.2905 3.