Medidas de dispersão
Amplitude,
variância, desvio padrão e coeficiente de variação
Box Plot
Medidas de dispersão
Amplitude
(Ax)
At
= Xmax - Xmin
Exemplo
-> pg 27
1,1
- 1,2 - 1,15 - 1,12 - 1,10 - 1,00
0,9
- 0,95 - 1,00 - 1,05 - 1,00 - 1,03
At
= 1,20 - 0,90 = 0,3
Diferença
entre mínima e máxima
23/04
Foi feita uma lista valendo nota, para ser entregue na próxima aula.
Próxima Aula no laboratório.
pg. 32
Lista
3 - Medidas de Posição, Separatrizes, Dispersão e Box Plot
1 - a) (720+840+680+950+1080+1550+1200+980+1250) = 1027,78
b) 680 - 720 - 840 - 950 - 980 - 1080 - 1200 - 1250 - 1550
980 (como n é ímpar, é o termo central)
c) Não existe
d) L = Kn/100 = 25x9/100 = 2,25. Arredonda para cima. 3. O terceiro termo é o 840.
e) 5x9/100 = 4,5. 5; 980
f) 980
g) 1150 - 680 = 870
h)![](data:image/png;base64,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)
1027,78
1027,78
i) ![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAALUAAABaCAIAAABxI4CpAAAW/UlEQVR4nO1deWwU1R9/e3V3e9pwBopgyxEQYgRtQNEERDnExhC1oAgYDGmQRAQNtLDd3XrHgyJCJCrGKIJBiGeVtBK5vEH/oOCFCh7UQtu9d2Z2Zt7vj4/z/Q0t1e10SheZzx/NdHb2zZt5n/d93+t9l6kWegyyLKuqyjnnnNO/GQt0UlEUWZYVRVEURVVV1tu9+i/jwuJHKpUiZuBAtfjRo8ArJn7g34xFOBwWRRFdTaVSqVRKtfhxHqBo6O2O/Ava2tokSQKbZVm2+NHjwFyUJEmSJFmW8W/GQpIkRVHaSTuLHz0IvGhRFAVByHx+8LOBk+nyQ1EUURTBr8wXlecH8tn4T76WLvCD5E+G6+HnDRY/zgLpWdBcLFwMSJcfpNZC2+rRPlnIHKTFD1JrU6lUPB4XBKGnu3VB4JwK3X8MafEDujf4EY1GLX4AFj8sZCIkSWpqakokEufBrWLx48JDS0vL448/TnIL4lySpGQyKQiCuWaUxY8LDzU1Ndu2bZNlef78+SQ/kslkJBKJxWIWPy52iKJ48uTJRCKxd+/e3377DeakIAixWCyRSFj8uNjBOZckCbFWznk0GsX5nogCWvzoQYiiSL4iHMD1nEwm4WOkf9tdg+HX+6n1ORnQM1RVRVgnHo+TgQnqpFIpURQpRo+/8XicjtP3YFn86EFwzkVRjEQinHOYG1AnyeKAywAhrVAohCCXqrOcEdag4Vc1X0M8HqfvkooaiUQoAELXoxH8m0wmqdk0H8HiRw+inYOE4hL6kzT8+r96xGIxDD/+bXdZO7FEVAiFQtFoFP+CTIIggKCxWCx9k9jiRw8CQh65NpRriEkfj8dxEgOMYww8QdWFABVFAUsSiYSqqtBPwS0sPZBSiqKEw+FkMnny5ElILyAUCsViMaw4sizTivavsPjRg8BUrq2tZYw99dRTnPNTp04dOnRo5cqVGDBc8PTTTz/55JMvv/zyqFGjSkpKLr/88r59+zINgwcPHjBgAGNs6tSp2dnZgUCAPnK73Q6HgzGWlZXFGHvmmWcmTZrEGHO5XDk5OQ6Hw+VyMcbsdjtjLD8//4033rDWlwzCq6++yhjLycnxeDxOp5Mxhr+MMRpXm83m8XgwhF6vl+lgs9lwHtB/6na7GWO5ubl0ARrEX7vdTszIzs7GgdfrvfXWWyFU0o+QWPwwDVgR4MHEmjJq1CiXy4UhnD9/flVVld/vnzFjxpgxY6ZPn+7z+Xw+30MPPfTII4+MHj16woQJVVVVVVVVM2bMmDNnzh133PHggw9WV1c/8sgjwWDQ5/OtWLHC5/M9+uijPp9v9erVa9euXbdu3ebNm9evX79nz549e/YcO3bs119/ra+v/+CDD/x+v9/v37JliyRJX3/9taqqqVQKGTxyJzjnQ1n8MA1QLERRhJmQSCTKy8snT548YMAAWCUYg2g0CtcFWRNcyweG5NcrIrgGSsNff/2Fj0RRjMVi9HVjvaWFBhZWW1vbOS+z+GEaoEKmUilBEERRnD17tsvlKioqOnDgACwIsjjAHq65uTDS8G7hJMxa9ewtEbQo6C82zI+UBkt+nD/E4/FTp06BAYWFhdAG/H4/5j3Oy7IcDofhBQmHw6qqwviE/FB11q/+jKrbR8M7wEBX6YuyLAuCAO9ZR1j8MBM0YIlE4vLLL3c4HIsWLcIwS5J0+vRpmvSA3rGBayKRiCAIoVCoHRvAJ/2GK65zshnuKo4t+XE+AB0CvnNFUWCAzJgxA/vS6DL4qUiTIK0F0h6qCSRNNBolP1hraysu07OKvCYGeos+4PgfAjcWP0wDDIRIJKKqqiRJdrs9JyfH6XT+8MMPNLQGmoWmoqpqMpkMh8PQTkgOQa6kUik419EHEx/K4odpwJghZvb2228XFBQUFRVNnz69m/tCFEVJJBKgF1RgElGkDkPe0NZqEzegWPwwE9DykskkXFK5ubmtra2pVKq5uVmSpObmZgNtEue4LtImCIJedwF7mpubYQpZ/MhEkLnx448/FhYWZmVljRgxgmt+DsOKAuc8FAqBIoIg6B2stbW1tKmR65JCLH5kKBBve/nll+E793g8pGymUimE1gy0qaoqlhI47G02m9vtttlsjLEhQ4bceeedH374IVgIldbELCGLH6aB5m5ZWZnD4bDZbKAF5AriqwaaJUNUEISZM2eCFu++++6nn35K0Ryv19vY2AilxNhdOgOjHJNu+luwIiJ5KX35xrV0BNMTr7sKfrbryUALlPA3ZcoUhNxM6ZggCJFIBI0XFxcjFAyZVFlZuX79eug6NTU1iUQimUymH7tPByz9UM0/A7l05K9NZ7AhjRECgJJl4L6mAEkSdGyMqYqiJJPJRCLx+OOP9+vXr7i42Ky+UXJhUVER+T9ABVmWJ0yYgIBtJBLB2Jm4QZrB1d8OBhrS0yv9RFmQPR6PgygG7msKyEkFh7fhKYhGpk2bxhgrKyszpW9ksIB8XAvdQfMVRfH66693Op2ff/65oihdyg1LBwwKVPf5AXTJBMdDtra2IiRhotZtABQ4haVgoAWYD9Fo1Ol02my23bt3m9W3M2fOQMRSCTn4W2Ox2NGjRx0Ox9y5c48cOULTsrNgigEws+imX7nT5AecfZIkIdzQi9t69+3bd+TIEWiR3ZmCnPNwOOx0Op1OZyAQMKVvoVCI3PAgcSwWo4BfdXU1Y2zy5MnQ5PQOeFPAOiqn3VGzu8QPVVURcdBXzutFQOlTjUa8YDsEAoGcnJy8vLwbbrjBlF6RPwPxHTjR6W1PnTo1Nze3vr4etDa99IZl35oJzvltt93Wr1+/qVOnNjU1mdUmMtGPHz9ORFFVVRCEIUOGMMbeeustKoGn3+piCix+mAbIfPivbr75ZrPUKUohQ+j/9OnTWGiuueaa7OzskSNHkiyBJmeuFLH4YRoOHz5MqcLXXXedWeYYdsuR816SpEQigZzW0tLSP/74A0oJGRbmVv+y+GEann/+ecZYdna23W5PJBJmjRPXArOUXvTUU08h651r9TNlWS4uLr7//vshSEx0kVn8MA3Hjh2D/Ljqqqugd5vSLCQH5XkoimK32+12+/bt28ljO3v2bOxwOXHihMn+DxPbagcswOT4ggyMxWKqrqQwXQwhacp98RKpWWPzGFMQXUJrZDvQNXpPsSzL9fX1brfbbreXlJSQKdQZ6Ftok26hannIsizDc0qbEjjnzz333GWXXWaz2bCE3XLLLXa7PSsry+FwjB07trGxkS7+51tnxP4oVCqDeYbwCsiObBfKalG1d2GWQIa8xb3QsrF29LYuLAjKAEIqF56O8PTTT+fn52dlZU2bNi2ZTJ5zx4Asy4iSUCAtGAx+9dVXjz322JYtW3ALNCsIArylXEsL2rhxI4JzjLGSkpKioiIcFxYWlpaWHj58mGtbbTvyQ++26NJU7EF+0Fooy/K+ffuqqqruuusun8+3atWqRx99FD4xWZYrKyu75JL/V+gDhGTydRWytuMZPmyu/aoBjRlVVSABsH///ry8vLy8vOXLl3cWxCHXJ/hx9dVXOxwOpLnbbLY+ffrMmDGjrKxs0KBBBQUFquYfwnR64YUXampqXnzxxfr6+j/++APdoC2+SDOjBMd2yER+ILQdDodfe+012iNaUFAwYMAAqN8OhyMnJ4cx1tbWZjgq1hHttogZa1a/1R0eXgSosZWIts5ybScL57yqqgrz+7vvvoOLs7OWFUX5+eefc3JyXC7XsmXL8HW0iV2TjLH333+fd4B+6aSTqqaj/MOOqUzkB027hQsX2u32oUOHktg/deoUmYI2m03VauKYcl+a093Jh0A/6fcu9CMEsZdIJARBoBRzZHZhW6zauQcW3w2FQjabDdkb4XA4Fou1tLTg07KyMmgwdHcUFsMWFeXsQrSwkriWXEJf6exxcJxB/BBF8cYbbwQVXn31Vf0z7Ny50+FweDyeQCCAWW4iP6B2kCJirBGsjCiLsGPHjsceewzDEw6HqWoDtspxzuvq6vCYb7/9NvIcoIm3A9psaGiw2+1Op9Pj8bz00kv67ZY//fTTxIkTGWMbNmyQtU2XyWQSL40MFgruUyiDc97S0iJrezM7Pk7G8QML/5QpU3Jyctxut8/n45zTwsk5HzlyJJIoMSH0S6leeOK9oGAGYywvLw+1DDZs2PDNN98wxhYtWgTBXltbW1ZW5nQ6qT6C1+ulJKsFCxZg5yrX0rH0KjPXfAlgAM4LgrBkyRKPx8MY83g87733HqlK+tHC2PTt27egoIAxpt/L1A64OBqNjh8/HheTsUPGC+d82bJlBw8ehLJp4M0rHTZhGx7EHuQHLNhZs2ah1kBpaSmlWSiKEgqFmpqaGGPbtm1TVZV2MNNs0Mtz8Ob222/3er36mhZ0AD0GqxWVOaASCS6Xy+FweL1eVdtWpGr01dNCb4+gGw888IDT6SwuLp44caLL5SotLdXXcMLWWVVV4/H4n3/+mZ+fX1hY6Ha7Fa1qT8d3cvz4cdz0+uuvZ1q5B/3DksCD/WJMub4w+IGeeb1eVLm49NJLMU0VrcqWLMuHDx/G2zxn4hnXqiIhJwPzeNSoUYFAwO/3V1dX19TUzJ0796abblq+fPnChQuXLFkyZsyYVatWLV68eMWKFRUVFdOnT58zZ868efOqq6t3795Nlrai7YSORqOJRAL6BLh49OhRVGEg8VNQUDBs2DDG2CWXXIKOiaIIYwEh9S+//BJcHDFixL59+/AIndkvWDVWr17t9XqvuOKKiRMnrl27dsuWLbFYDG4hrE3IxzM2tEoHGBk/VVV7Wv9QVXXFihWYzdnZ2R6Pp6KigqYL5Cr2NOsXFIJ+oUkkEvF4vL6+HlIXhT7xEZma8KygWbxrWjtkWYZDIhqNcm23AQwT2BpYvzjnr732GoQQkjpVVd20aZPX6/V6vUVFRSAx9QqK8LPPPmuz2bKysrZv355MJqPRaGf+U5QoFQShuroaks/pdEIifvbZZ9R5tGxuJqkx9Kz+gbEpLy9njA0dOhQy/91338U7gk6KH4SAuNZThAQjcv5UbS2AH5YkDe1+Jl+kqglnSav0iMwuinJB8tNUpsIpVDtw9+7d3377LYYH52fPno2ssGHDhh09ehRBVLSpKMoDDzyA3VBPPPHEmTNnSAyc87Wg//F4fObMmePGjXM6nQ6Ho3///kOHDl25cuUXX3zBte383cm55GfDWCNqT8sPmqaDBw+22Wyw7CFCsNhDGFAKu35ekmsLJMNfiApVtxmJ1iy9vsJ1Ff4oM0//qXq2fqo3g6kPkDTwfHDOSaFxOByNjY1ct7Hlgw8+YIxNmjSJGuxs1SdvG5ywnPOKigqIK+giBw4c4LqihpnCD1PaoqmMF6QoCoYff6dMmUIbv+Ara2pqguX2D1ESIg0mq35UuK7aDmabfHbVx1gsBicBqICEHa6rM9kl3HPPPVgoBwwYAOcv0qpVVZ08eTIU4YMHD3LO//zzT5KFkBZY+PBCZK0qEJShX3/9FSXCiouLN2zY8NFHH+nrCpnlMzSMv505spZAYNhhQK49RbfdDx9BDfz4448DgYDH4/F6vePGjRs+fPjvv/+u6ko7nnPYSMPinCeTydWrVy9YsKC8vDwQCASDwXfeeae6ujoQCKxfv37Tpk3PPPNMdXV1MBgMBoMrVqzw+/01NTVQZgOBQGVl5YkTJ7qTgD1+/HiQG7Y6uh0Oh8kjPG3aNFUTaeSdA4lJt8AqRouvoigvvviiw+EYNGjQpZdearPZTp8+rWohTNPzBbuKv/kBv30kEvnXwGNnoLps+HpbWxsVVaJbQEoXFxdPnz49Nze3oaGB/Iad3RQftbW1ybIcDofJn0H2LWxXEv5OpxMOEjoJ0e12uz0ez5tvvqlqJUS7Cs45koFhy1RUVGDUGxoaoJpce+216C3kHN4nwiJc02TD4fAvv/yiX+lwsHPnzoKCgry8PK/XSy3AijHQVRPxf37EYjGYWMb4oQ9Dy7JcW1u7bt06kknwZnLODx48OGHChKKiosLCwvnz50Mzxd3PmXWNaRePx0VRbGpq8vv9lZWVwWBw5cqVwWDw5MmTVVVVPp+vuroaFq/P51u7du3y5ct37dp16NChl156ye/3l5WV+Xy+xsZGSgQ38ICc861btzLGhg8fftlll5WVlTU0NIiiiIKkw4YNW7JkCYwsVRPJiravCRTZsWOH3W5fvHgx15xAmFQ4fuihh+x2+5gxYyorK6Gfql0plN5D+H+wgAxlw6+P9H9ZlgcOHDh69GjMA2gAVKQgGAyWlJRg0W1qalJ0NQs6NkthFBg7oHJLSwvJcFVL8tD7XmF60ERsbm7mWpTcsI6F7xYUFAwfPhxi6eOPP06lUg8//DC8MgsXLuS6cB0ZzOB3KpUqKyvzeDzBYFDW1VAXtV9PJv1s165d1PPuuLZMgWn6qf7VyLLMGFu6dCnXGQWqFjm79957r7rqqv79+7/++uuhUAjn8QbP2ay+rLg+REn2KvEbx1i/SQcipZWuMfyAkiStWbMGdWqzs7M3btwYjUb9fj/U7Xnz5tHjI2BGO7Zx/ocffmCMrVmzhmspg/F4HE/U2tq6dOlShPf8fj+pXOYmkxqAafYtZjk2kAUCAafTWVRUBD1fXwBDFEVU/bXb7Zng/0kfcFhxzmfNmgWLdNy4cQijIG2soaGh3VdwPez85uZm0ofWrVt36NAhiiAqirJ3717UO1y5cmVbWxvXipxmivzoPrguyrxmzRqokAh0Qa6QyWez2fB+6+rqzLr7eQDmuiAI69atgwo8ZMiQQYMGDRw4MCcn58Ybb4Tc0gPPiwffunUr/KT5+fkIWOp1Z8bYrFmzECvmWv5ABq0v3Qep4pFIpLKyEjEXvILNmzfH4/G7777b7Xa7XC6Xy1VeXr5//36zbn1+IGk/43XgwAGv15ubm9unTx/G2NixY7HidPwK1pGWlhbOud/vh0kVCoVeeeUVKp5Pdtbx48dpFe7+cm8WTOMHeQYVRamvr9+5c2cqlaqvr/f7/XfccYfD4SgpKSkvL/f7/d9//z1yMM269fkB5fmlUqkDBw5AEng8nltuucXj8Wzfvr3jV0gSpLSf8iBPv6qqe/bsCQQCPp/P7/dz3d5aSqUjK6YXYab8oBUEnmlEqnCgT8gDev3Juwqa3LIsf/LJJ1hAR4wY0adPn7lz557TENVvSqC8BYo5yLLc1NQEzy/X1UIlSYwQ0vl+zrOR7u+rpxkmxixpN/aytksA3nSc7HXPT1eR0n4xDu9BkqQrr7ySMTZ48OD77ruvs/r2BNIkyCZXNeudzlNEkM5khH/dgjEgn+3555/nPbBxPkOQLj/0LoReV6ozBAhKYC2gHxn9jyEtflAWhcUMPehtcC3/rXf70xNIix+SJME80edsWkD+OmWv9XZ3egRd0z+gQ50zc/8ihKxVa0kkEqb/8H2GwLT8jwsaSIGWtEL6F+Eb6AwWP1RVU7Aoo+cifAOdweKHqmrbuPVbb3q7R5kCix+qenbui8UPPSx+/I2MioplDix+/A2LH+eEQf864o2oO9DS0mKWxcu1PY/RaDT9TFjwOx6Ph8PhM2fOmNITC4BBfiAwW1dXx7X8P1N6o08eTjPGq98GlzL71/ksGJcflG1qYnRKv7WVp5c9Rbu6raWhJ2CQH3/99RdokUwmkR1uSm9Qi76urq6urk4URWQv/yss1aHnYJAfyHxBAQwTSw/qZUb6mrI+sHzBpR1lOIyvL3AoidrvPZvSGyogQ5uq//UrpHx0LB9iofu4SPOD/mNLEmXoob6IiZkGFyk/9JUdUGOut3vUXXCtMJO5Wc0XKT/0mcAoMdXbPeouqB51Z6WLjOF/Fk/7tkMxPZYAAAAASUVORK5CYII=)
raiz de 76719 = 276,98
raiz de 76719 = 276,98
j) ![](data:image/png;base64,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)
26,95
26,95
l) Mediana é o termo central do rol, ou seja, equivale ao percentil 50. Quartil são as quartas partes do rol. Podem equivaler aos percentis 25, 50, 75 e 100. Percentil são os pontos equivalentes a variações de 1% do rol.
m) ![](data:image/png;base64,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)
Média dispersão, pois 26,95% é médio.
Média dispersão, pois 26,95% é médio.
2 - (15+40+6)/9 = 6,78
3 -
a) 20 + 4x15 + 3x20 + 25/10 = 16,5
b) 10 10 15 15 15 15 20 20 20 25
15
c)15
4 -
a)
![](data:image/png;base64,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)
13 = Q1 = 3,1
Q2 = 4,0
Q3 = 5,0
X1 = 1,0
X50 = 7,9
b) LI = Q1 - 1,5D
D = Q3 - Q1 = 1,9
3,1 - 1,9x1,5 = 0,25
LS = Q3 + 1,5D = 7,85
c) Sim, 7,9 (X50)
3 -
a) 20 + 4x15 + 3x20 + 25/10 = 16,5
b) 10 10 15 15 15 15 20 20 20 25
15
c)15
4 -
a)
13 = Q1 = 3,1
Q2 = 4,0
Q3 = 5,0
X1 = 1,0
X50 = 7,9
b) LI = Q1 - 1,5D
D = Q3 - Q1 = 1,9
3,1 - 1,9x1,5 = 0,25
LS = Q3 + 1,5D = 7,85
c) Sim, 7,9 (X50)
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