Corso di Metodi Matematici e Statistici

dati per analisi statistiche

Si consiglia di catturare i dati con le funzioni di copia/incolla, salvare i dati in un file ascii e poi importarli nel proprio programma statistico preferito, usando le funzionalita` di import/export proprie di quest'ultimo. Forse puo` convenire di cominciare con il salvare questo file sul proprio computer.

Esercizio 1.1 (la creatina nelle urine di scimpanze')

  0.008
  0.025
  0.011
  0.100
  0.018
  0.036
  0.060
  0.155
  0.056
  0.043
  0.070
  0.370
  0.055
  0.100
  0.050
  0.019
  0.135
  0.120
  0.080
  0.100
  0.052
  0.110
  0.110
  0.100
  0.077
  0.100
  0.110
  0.116
  0.026
  0.350
  0.120
  0.440
  0.100
  0.133
  0.300
  0.300
  0.100

Esercizio 1.2 (Le percentuali di grassi)

  4.32
  3.96
  3.74
  4.10
  4.33
  4.23
  4.28
  4.15
  4.49
  4.67
  4.24
  4.48
  4.42
  4.00
  4.16
  4.67
  4.03
  4.29
  4.05
  4.11
  4.29
  3.89
  4.20
  4.33
  3.88
  3.74
  4.42
  4.27
  3.97
  4.24
  4.00
  4.02
  3.87
  3.81
  4.81
  4.25
  4.09
  4.38
  4.32
  5.00
  4.60
  4.00
  4.71
  4.38
  4.06
  3.97
  4.31
  4.30
  4.51
  4.24
  3.94
  4.17
  4.06
  3.93
  4.38
  4.22
  3.95
  4.35
  4.09
  4.28
  4.38
  4.46
  3.96
  4.16
  4.08
  3.97
  3.70
  4.17
  3.86
  4.05
  3.89
  3.82
  3.89
  4.20
  4.14
  3.47
  4.38
  3.91
  4.34
  3.98
  3.72
  4.82
  3.66
  3.77
  3.66
  4.20
  3.83
  3.97
  4.36
  4.05
  4.58
  3.70
  4.07
  3.89
  4.66
  3.92
  4.12
  4.10
  4.09
  3.86
  3.99
  3.91
  4.10
  4.40
  4.70
  4.41
  4.24
  4.20
  4.18
  3.56
  3.99
  4.33
  3.58
  4.60
  3.97
  4.91
  4.52
  4.09
  4.88
  4.58

Esercizio 1.3 (I bebe' cinesi)

   59.5     2
   67.5     6
   75.5    39
   83.5   385
   91.5   888
   99.5  1729
  107.5  2240
  115.5  2007
  123.5  1233
  131.5   641
  139.5   201
  147.5    74
  155.5    14
  163.5     5
  171.5     1

Esempio 2.1 (le conchiglie)
            alt.          1o giro        bocca          largh.
          2.400          1.886          1.482          1.585
          2.569          1.994          1.555          1.573
          2.606          2.037          1.655          1.782
          3.271          2.570          1.925          2.048
          2.528          2.021          1.555          1.590
          2.231          1.735          1.286          1.470
          2.730          1.085          1.579          1.693
          2.605          2.037          1.519          1.711
          2.400          1.913          1.493          1.575
          2.630          2.192          1.675          1.862
          2.394          1.775          1.363          1.446
          2.531          2.027          1.585          1.776
          2.402          1.915          1.532          1.569
          2.310          1.852          1.531          1.471
          2.452          1.903          1.370          1.564
          2.644          2.064          1.561          1.706
          2.207          1.762          1.400          1.474
          2.377          1.865          1.424          1.636
          2.267          1.784          1.361          1.472
          2.202          1.697          1.250          1.466
          2.151          1.666          1.249          1.355
          2.043          1.582          1.252          1.308
          1.496          1.153          0.871          0.962
          1.711          1.362          1.055          1.066
          1.546          1.139          0.902          0.900
          1.294          0.990          0.752          0.846
          1.255          0.948          0.730          0.807
          1.287          1.012          0.804          0.797
          1.261          0.938          0.716          0.814
          1.090          0.827          0.630          0.710
          0.927          0.757          0.567          0.676

Esempio 2.3 (I passeri di Bumpus)
    lungh.      ap.alare   testa       omero     sterno
        156        245        31.6        18.5        20.5
        154        240        30.4        17.9        19.6
        153        240        31.0        18.4        20.6
        153        236        30.9        17.7        20.2
        155        243        31.5        18.6        21.2
        163        247        32.0        19.0        20.3
        157        238        30.9        18.4        20.9
        155        239        32.8        18.6        21.2
        164        248        32.7        19.1        21.1
        158        238        31.0        18.8        22.0
        158        240        31.3        18.6        22.0
        160        244        31.1        18.6        20.5
        161        246        32.3        19.3        21.8
        157        245        32.0        19.1        20.0
        157        235        31.5        18.1        19.8
        156        237        30.9        18.0        20.3
        158        244        31.4        18.5        21.6
        153        238        30.5        18.2        20.9
        155        236        30.3        18.5        20.1
        163        246        32.5        18.6        21.9
        159        236        31.5        18.0        21.5
        155        240        31.4        18.0        20.7
        156        240        31.5        18.2        20.6
        160        242        32.6        18.8        21.7
        152        232        30.3        17.2        19.8
        160        250        31.7        18.8        22.5
        155        237        31.0        18.5        20.0
        157        245        32.2        19.5        21.4
        165        245        33.1        19.8        22.7
        153        231        30.1        17.3        19.8
        162        239        30.3        18.0        23.1
        162        243        31.6        18.8        21.3
        159        245        31.8        18.5        21.7
        159        247        30.9        18.1        19.0
        155        243        30.9        18.5        21.3
        162        252        31.9        19.1        22.2
        152        230        30.4        17.3        18.6
        159        242        30.8        18.2        20.5
        155        238        31.2        17.9        19.3
        163        249        33.4        19.5        22.8
        163        242        31.0        18.1        20.7
        156        237        31.7        18.2        20.3
        159        238        31.5        18.4        20.3
        161        245        32.1        19.1        20.8
        155        235        30.7        17.7        19.6
        162        247        31.9        19.1        20.4
        153        237        30.6        18.6        20.4
        162        245        32.5        18.5        21.1
        164        248        32.3        18.8        20.9

Esempio 2.6 (I teschi egizi)
                gruppo              larghezza           altezza            lungh.basialv.     lungh. naso
                      1                      131                      138                       89                     49
                      1                      125                      131                       92                     48
                      1                      131                      132                       99                     50
                      1                      119                      132                       96                     44
                      1                      136                      143                     100                     54
                      1                      138                      137                       89                     56
                      1                      139                      130                     108                      48
                      1                      125                      136                       93                      48
                      1                      131                      134                      102                     51
                      1                      134                      134                        99                     51
                      1                      129                      138                        95                     50
                      1                      134                      121                        95                     53
                      1                      126                      129                      109                     51
                      1                      132                      136                      100                     50
                      1                      141                      140                      100                     51
                      1                      131                      134                        97                     54
                      1                      135                      137                      103                      50
                      1                      132                      133                       93                      53
                      1                      139                      136                       96                      50
                      1                      132                      131                      101                      49
                      1                      126                      133                      102                      51
                      1                      135                      135                      103                      47
                      1                      134                      124                       93                      53
                      1                      128                      134                      103                      50
                      1                      130                      130                      104                      49
                      1                      138                      135                      100                      55
                      1                      128                      132                       93                      53
                      1                      127                      129                      106                      48
                      1                      131                      136                      114                      54
                      1                      124                      138                      101                      46
                      2                      124                      138                      101                      48
                      2                      133                      134                       97                      48
                      2                      138                      134                       98                      45
                      2                      138                      129                      104                      51
                      2                      126                      124                       95                      45
                      2                      135                      136                       98                      51
                      2                      132                      145                      100                      54
                      2                      133                      130                      102                      48
                      2                      131                     134                       96                      50
                      2                      133                      125                       94                      46
                      2                      133                      136                      103                      53
                      2                      131                      139                       98                      51
                      2                      131                      136                       99                      56
                      2                      138                      134                       98                      49
                      2                      130                      136                      104                      53
                      2                      131                      128                       98                      45
                      2                      138                      129                      107                      53
                      2                      123                      131                      101                      51
                      2                      130                      129                      105                      47
                      2                      134                      130                       93                      54
                      2                      137                      136                      106                      49
                      2                      126                      131                      100                      48
                      2                      135                      136                       97                      52
                      2                      129                      126                       91                      50
                      2                      134                      139                      101                      49
                      2                      131                      134                       90                      53
                      2                      132                      130                      104                      50
                      2                      130                      132                       93                      52
                      2                      135                      132                       98                      54
                      2                      130                      128                      101                      51
                      3                      137                      141                       96                      52
                      3                      129                      133                       93                      47
                      3                      132                      138                       87                      48
                      3                      130                      134                      106                      50
                      3                      134                      134                       96                      45
                      3                      140                      133                       98                      50
                      3                      138                      138                       95                      47
                      3                      136                      145                       99                      55
                      3                      136                      131                       92                      46
                      3                      126                      136                       95                      56
                      3                      137                      129                      100                      53
                      3                      137                      139                       97                      50
                      3                      136                      126                      101                      50
                      3                      137                      133                       90                      49
                      3                      129                      142                      104                      47
                      3                      135                      138                      102                      55
                      3                      129                      135                       92                      50
                      3                      134                      125                       90                      60
                      3                      138                      134                       96                      51
                      3                      136                      135                       94                      53
                      3                      132                      130                       91                     52
                      3                      133                      131                      100                      50
                      3                      138                      137                       94                      51
                      3                      130                      127                       99                      45
                      3                      136                      133                       91                      49
                      3                      134                      123                       95                      52
                      3                      136                      137                      101                      54
                      3                      133                      131                       96                      49
                      3                      138                      133                      100                      55
                      3                      138                      133                       91                      46
                      4                      137                      134                      107                      54
                      4                      141                      128                       95                      53
                      4                      141                      130                       87                      49
                      4                      135                      131                       99                      51
                      4                      133                      120                       91                      46
                      4                      131                      135                       90                      50
                      4                      140                      137                       94                      60
                      4                      139                      130                       90                      48
                      4                      140                      134                       90                      51
                      4                      138                      140                      100                      52
                      4                      132                      133                       90                      53
                      4                      134                      134                       97                      54
                      4                      135                      135                       99                      50
                      4                      133                      136                       95                      52
                      4                      136                      130                       99                      55
                      4                      134                      137                       93                      52
                      4                      131                      141                       99                      55
                      4                      129                      135                       95                      47
                      4                      136                      128                       93                      54
                      4                      131                      125                       88                      48
                      4                      139                      130                       94                      53
                      4                      144                      124                       86                      50
                      4                      141                      131                       97                      53
                      4                      130                      131                       98                      53
                      4                      133                      128                       92                      51
                      4                      138                      126                       97                      54
                      4                      131                      142                       95                      53
                      4                      136                      138                       94                      55
                      4                      132                      136                       92                      52
                      4                      135                      130                      100                      51
                      5                      137                      123                       91                      50
                      5                      136                      131                       95                      49
                      5                      128                      126                       91                      57
                      5                      130                      134                       92                      52
                      5                      138                      127                       86                      47
                      5                      126                      138                      101                      52
                      5                      136                      138                       97                      58
                      5                      126                      126                       92                      45
                      5                      132                      132                       99                      55
                      5                      139                      135                       92                      54
                      5                      143                      120                       95                      51
                      5                      141                      136                      101                      54
                      5                      135                      135                       95                      56
                      5                      137                      134                       93                      53
                      5                      142                      135                       96                      52
                      5                      139                      134                       95                      47
                      5                      138                      125                       99                      51
                      5                      137                      135                       96                      54
                      5                      133                      125                       92                      50
                      5                      145                      129                       89                      47
                      5                      138                      136                       92                      46
                      5                      131                      129                       97                      44
                      5                      143                      126                       88                      54
                      5                      134                      124                       91                      55
                      5                      132                      127                       97                      52
                      5                      137                      125                       85                      57
                      5                      129                      128                       81                      52
                      5                      140                      135                      103                     48
                      5                      147                      129                       87                      48
                      5                      136                      133                       97                      51

Gruppi:
1: alto predinastico
2: tardo predinastico
3:12a,13a dinastia
4:tolemaico
5:romano

Esempio del Paragrafo 2.6 (I cani thai) Da B.F.J. Manly "Multivariate statistical Methods", Chapman and Hall, London-New York, 1986.

 X1               X2           X3            X4            X5            X6           X7           X8            X9

Cane moderno (16)

123.40        10.10        23.10        22.80        19.20        7.80        32.20  33.00        5.60
127.40        9.60        19.00        21.90        19.20        7.80        32.20        40.40        5.80
121.10        10.20        17.80        21.00        20.60        7.90        34.50        37.50        6.20
130.10        10.70        24.10        22.40        20.10        7.90        32.40        36.80        5.90
148.60        12.00        25.00        25.20        20.80        8.40        34.70        42.70        6.60
125.00        9.50        23.30        20.30        20.40        7.80        33.30        36.90        6.30
126.20        9.10        19.70        21.50        19.20        7.50        31.80        34.70        5.50
125.20        9.70        18.80        19.20        19.10        7.50        32.30        36.70        6.20
120.80        9.60        21.80        19.60        18.50        7.60        30.50        35.10        5.30
122.20        8.90        20.30        19.90        18.90        7.60        30.50        35.20        5.70
114.50        9.30        19.00        18.90        19.90        7.80        32.60        34.00        6.50
111.50        9.10        19.40        19.80        18.70        6.60        29.80        33.00        5.10
124.40        9.30        21.30        20.70        18.10        7.10        29.70        35.50        5.50
128.10        9.60        22.40        21.00        19.00        7.50        32.20        38.00        5.80
130.40        8.40        22.90        19.70        19.00        7.30        31.10        39.90        5.80
127.30        10.50        25.00        22.50        19.50        8.70        32.20        34.90        6.10

Sciacallo dorato (20)

120.00        8.20        18.10        17.30        18.10        7.00        32.00        34.70        5.20
106.80        7.90        16.60        16.50        19.70        7.00        32.10        33.60        5.30
110.00        8.10        17.60        16.00        19.00        7.10        30.70        32.50        4.70
115.60        8.50        20.00        18.30        18.00        7.10        31.50        33.10        4.70
113.60        8.20        18.70        18.10        18.80        7.90        31.50        33.00        5.10
111.00        8.50        19.00        16.40        18.10        7.10        30.00        32.70        5.00
112.90        8.50        17.30        17.60        18.50        7.10        30.00        33.60        4.60
116.50        8.70        20.20        16.70        18.30        7.00        29.90        34.30        5.20
113.60        9.40        21.00        18.50        18.70        7.50        31.10        34.80        5.30
111.90        8.20        19.00        16.80        18.50        6.80        29.70        34.00        5.10
109.50        8.50        18.30        16.90        19.20        7.00        31.10        33.20        4.90
111.30        7.70        19.90        18.20        18.00        6.70        29.70        31.90        4.50
106.90        7.20        16.50        16.00        17.50        6.00        28.00        35.00        4.70
108.00        8.20        18.40        16.20        17.50        6.50        28.70        32.50        4.80
109.50        7.30        19.20        15.50        17.40        6.10        29.80        33.30        4.50
104.60        8.30        18.60        16.90        17.20        6.50        29.20        32.40        4.50
106.90        8.40        18.00        16.90        17.70        6.20        28.60        31.00        4.30
105.50        7.80        18.90        18.40        18.10        6.20        30.60        31.60        4.40
111.20        8.40        16.60        15.90        18.20        7.00        30.30        34.00        4.70
111.00        7.60        18.70        16.50        17.80        6.50        29.90        34.80        4.60

Cuon (17)

123.00        9.70        21.80        20.70        20.20        7.80        26.90        36.10        6.10
135.30        11.80        24.90        21.20        22.70        8.90        30.50        37.60        7.10
138.20        11.40        25.40        25.00        22.40        9.00        29.50        37.50        7.30
141.30        10.80        26.00        24.70        21.30        8.10        28.60        39.10        6.60
134.70        11.20        25.00        24.50        21.20        8.50        28.60        39.20        6.70
135.80        11.00        22.10        24.30        21.60        8.10        31.40        39.30        6.80
131.10        10.40        22.90        23.10        22.50        8.70        29.80        36.10        6.80
137.30        10.60        25.40        23.80        21.30        8.30        28.00        37.80        6.50
135.00        10.50        25.00        24.50        21.00        8.40        28.60        39.20        6.90
130.70        10.90        24.50        24.00        21.00        8.50        29.30        34.90        6.20
129.70        11.30        22.30        23.10        21.10        8.70        29.20        36.50        7.00
144.00        10.80        24.20        25.90        22.20        8.90        29.60        42.00        7.10
138.50        10.90        25.60        23.20        21.70        8.70        29.50        39.20        6.90
123.00        9.80        23.20        22.20        19.70        8.10        26.10        34.00        5.60
137.10        11.30        26.70        25.60        22.50        8.70        29.80        38.80        6.50
127.90        10.00        21.60        22.70        21.80        8.70        28.60        37.00        6.60
121.80        9.90        22.10        21.70        20.00        8.20        26.40        36.00        5.70

Lupo indiano (14)

166.80        11.50        29.00        27.90        25.30        9.50        40.50        45.20        7.20
164.30        12.30        27.00        26.00        25.30        10.00        41.60        47.30        7.90
149.50        11.50        21.40        23.50        24.60        9.30        41.30        45.50        8.50
145.50        11.30        28.00        23.80        24.30        9.20        35.50        41.20        7.20
176.80        12.40        31.30        26.60        27.30        10.50        42.90        49.80        7.90
165.80        13.40        31.70        26.50        25.50        9.50        40.30        47.00        7.30
163.60        12.10        27.10        24.30        25.00        9.90        42.10        44.50        8.30
165.10        12.60        29.50        25.50        24.70        7.70        39.90        43.40        7.90
131.10        11.80        19.90        23.50        22.80        8.80        37.70        40.40        6.50
163.00        10.80        27.00        24.00        24.00        9.20        39.00        47.70        7.00
164.00        10.70        24.40        23.20        25.50        9.50        42.50        47.10        7.60
140.90        10.40        19.70        22.50        22.70        8.90        38.30        42.90        6.00
148.20        10.60        26.00        21.00        23.50        8.90        38.90        39.50        7.00
157.70        10.70        25.30        24.90        24.20        9.80        40.80        45.00        7.40

Cane preistorico (10)

112.00        10.10        17.00        28.20        19.00        7.70        30.70        33.10        5.80
115.00        10.00        17.90        22.50        19.50        7.80        33.00        36.00        6.00
136.00        11.90        22.40        25.00        21.20        8.50        36.20        38.70        7.00
111.10        9.90        28.70        20.10        17.50        7.30        28.50        33.50        5.30
130.40        11.20        22.50        27.40        20.00        9.10        35.20        35.30        6.60
124.90        10.70        19.00        26.10        19.50        8.40        33.30        37.00        6.30
132.50        9.60        19.20        20.20        18.70        9.70        34.50        37.90        6.60
121.00        10.70        20.50        23.00        19.30        7.90        32.00        34.90        6.00
121.50        9.80        21.80        23.00        18.50        7.90        32.20        35.20        6.10
123.50        9.50        20.10        24.30        18.70        7.60        31.50        36.50        6.00
 

Esempio 3.2 (le ali di mosca)

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Esempio 3.14 (le famiglie di 12 figli)
n.figli   effettivi
0                 3
1               24
 2            104
 3            286
 4            670
 5          1033
 6          1343
 7          1112
 8            829
 9            478
10           181
11             45
12               7

Esempio 3.15 (La ripartizione di piante nelle parcelle)
n. piante      effettivi
0                     181
1                     118
2                      97
3                      54
4                      32
5                        9
6                        5
7                        3
8                        1
 

Esempio 3.16 (la produzione di latte)

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Esempio 4.16 (le setole sternopleurali di drosophila)
     specie 1   specie 2
          24          20
          23          20
          24          22
          23          21
          21          19
          22          20
          21          19
          23          18
          21          20
                        22

Esempio 4.18 (la rinofaringite)
          X     Y
        8.0   5.5
        9.5   8.5
        7.0   2.0
        6.5   2.5
        5.0   3.0
        7.5   4.0

Esercizio 4.1 (i regimi alimentari)
        A          B
     -2.0        4.0
      0.0        6.0
       4.2       8.0
       6.3      11.3
       9.6      12.3
       4.3      14.4
     10.2      14.5
     11.0      14.7
     12.4      14.7
     13.1      16.0

Esercizio 4.2 (i topi sovraffollati)
        10           20
      132        146
      136        142
      158        144
      128        130
      124        148
      134        148
      132        144
      132        144
      138        148
      144        178
      134
      146
Esercizio 4.3 (le retribuzioni dei funzionari)
           M             F
      12600       12750
      12750       13400
      14250       13750
      14600       13875
      14700       14200
      15900       14450
      16200       14500
      16750       15225
      16900       15300
      17100       15500
      18300       17100
      20850       20400
      21000       21500
      21232 
      21675 
      22750 
      26728 

Esempio 5.2 (l'acqua alta a Venezia)
anno  alt.
  31  103
  32   78
  33  121
  34  116
  35  115
  36  147
  37  119
  38  114
  39   89
  40  102
  41   99
  42   91
  43   97
  44  106
  45  105
  46  136
  47  126
  48  132
  49  104
  50  117
  51  151
  52  116
  53  107
  54  112
  55   97
  56   95
  57  119
  58  124
  59  118
  60  145
  61  122
  62  114
  63  118
  64  107
  65  110
  66  194
  67  138
  68  144
  69  138
  70  123
  71  122
  72  120
  73  114
  74   96
  75  125
  76  124
  77  120
  78  132
  79  166
  80  134

Esempio 5.6 (il vino di bordeaux)
      x2        x3       x4     x5       y   anno
   3064    1201    10    361     1    24
   3000    1053    11    338    -1    25
   3155    1133    19    393     1    26
   3080     970       4    467    -2    27
   3245    1258    36    294     2    28
   3267    1386    35    225     3    29
   3080     966     13    417    -2    30
   2974    1185    12    488    -2    31
   3038    1103    14    677    -3    32
   3318    1310    29    427     1    33
   3317    1362    25    326     2    34
   3182    1171    28    326    -1    35
   2998    1102      9    349    -2    36
   3221    1424    21    382     2    37
   3019    1239    16    275     0    38
   3022    1285      9    303     0    39
   3094    1329    11    339     0    40
   3009    1210    15    536    -2    41
   3227    1331    21    414     1    42
   3308    1368    24    282     2    43
   3212    1289    17    302     1    44
   3381    1444    25    253     3    45
   3061    1175    12    261     0    46
   3478    1317    42    259     3    47
   3126    1248    11    315     1    48
   3468    1508    43    286     3    49
   3252    1361    26    346     1    50
   3052    1186    14    443    -2    51
   3270    1399    24    306     2    52
   3198    1299    20    367     2    53
   2904    1164      6    311    -2    54
   3247    1277    19    375     2    55