Maths-
General
Easy
Question
What are the solutions to the equation ![left parenthesis x plus 18 right parenthesis to the power of 3 over 2 end exponent equals left parenthesis x minus 2 right parenthesis cubed](data:image/png;base64,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)
Hint:
Rearrange the equation and then solve for x.
The correct answer is: ⇒ x = 7, -2
Complete step by step solution:
Here we have the equation ![open parentheses x to the power of blank plus 18 close parentheses to the power of 3 over 2 end exponent equals left parenthesis x minus 2 right parenthesis cubed](data:image/png;base64,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)
To make the power of the equation as 1, we have to raise the equation by ![2 over 3](data:image/png;base64,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)
![not stretchy rightwards double arrow left parenthesis x plus 18 right parenthesis to the power of 3 over 2 cross times 2 over 3 end exponent equals left parenthesis x minus 2 right parenthesis to the power of 3 cross times 2 over 3 end exponent](data:image/png;base64,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)
![not stretchy rightwards double arrow x plus 18 equals left parenthesis x minus 2 right parenthesis squared](data:image/png;base64,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)
![table attributes columnalign right columnspacing 0em end attributes row cell not stretchy rightwards double arrow x plus 18 equals x squared minus 4 x plus 4 end cell end table](data:image/png;base64,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)
On rearranging, we get ![x squared minus 4 x plus 4 minus x minus 18 equals 0](data:image/png;base64,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)
![not stretchy rightwards double arrow x squared minus 5 x minus 14 equals 0](data:image/png;base64,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)
Now, this is a quadratic equation with a = 1, b = -5, c = -14
Roots can be found with, ![x equals fraction numerator negative b plus-or-minus square root of b squared minus 4 a c end root over denominator 2 a end fraction](data:image/png;base64,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)
![x equals fraction numerator 5 plus-or-minus square root of 25 minus 4 cross times 1 cross times negative 14 end root over denominator 2 cross times 1 end fraction](data:image/png;base64,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)
![x equals fraction numerator 5 plus-or-minus square root of 81 over denominator 2 end fraction](data:image/png;base64,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)
![table attributes columnalign right left right left right left right left right left right left columnspacing 0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em end attributes row cell not stretchy rightwards double arrow x equals fraction numerator 5 plus-or-minus 9 over denominator 2 end fraction end cell row cell not stretchy rightwards double arrow x equals 7 comma negative 2 end cell end table](data:image/png;base64,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)
Related Questions to study
Maths-
Ella wrote three different computer apps to analyze some data. The table show the time in millisecond y for each app to analyze data as a function of the number of data items x.
a. Use regression on a graphing calculator to find a function that models each data set . Explain your choice of model .
b. Make a conjecture about which app will require the most time as the number of data items gets very large. How could you support your conjecture
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Ella wrote three different computer apps to analyze some data. The table show the time in millisecond y for each app to analyze data as a function of the number of data items x.
a. Use regression on a graphing calculator to find a function that models each data set . Explain your choice of model .
b. Make a conjecture about which app will require the most time as the number of data items gets very large. How could you support your conjecture
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)
Maths-General
Maths-
What is the solution to the equation ![open parentheses x squared plus 5 x plus 25 close parentheses to the power of 3 over 2 end exponent equals 343](data:image/png;base64,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)
What is the solution to the equation ![open parentheses x squared plus 5 x plus 25 close parentheses to the power of 3 over 2 end exponent equals 343](data:image/png;base64,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)
Maths-General
Maths-
Calculate the second difference for data in the table. Use a graphing calculator to find the quadratic regression for each data set. Make a conjecture about the relationship between the a values in the quadratic models and the second difference of the data.
![](data:image/png;base64,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)
Calculate the second difference for data in the table. Use a graphing calculator to find the quadratic regression for each data set. Make a conjecture about the relationship between the a values in the quadratic models and the second difference of the data.
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)
Maths-General
Maths-
Create a flow chart to show the process to determine whether a given data set represents a function that is linear , quadratic , exponential or none of these.
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)
Create a flow chart to show the process to determine whether a given data set represents a function that is linear , quadratic , exponential or none of these.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAcMAAAHGCAYAAAAIS+BtAAAgAElEQVR4nOzdd3yV5f3/8dd9n52dkEEWQwwQwpS9QZApqIiIA0fVarV1tda2fm2r1ta6f611YRUUBdnIkiUiU9l7QxgJ2SThJGfd4/dHSATFqph4DsnnyaP15Iz7/pw7J+d939d93delmKZpIoQQQjRgarALEEIIIYJNwlAIIUSDJ2EohBCiwZMwFEII0eBJGAohhGjwJAyFEEI0eBKGQgghGjwJQyGEEA2eNdgFNFRej5fHf/c4O/fuxDCMYJcjxAUpikJqcirPv/A8KakpwS5HiDqjyAg0wZGXl0dycjLp6elEREQEuxwhLkjTNA4ePMgXX3xB3759g12OEHVGjgyDbO7cuVxxxRXBLkOIC3K73URGRiL7zKK+k3OGQebz+YJdghDfyev1BrsEIX4WEoZCNCDl5eWUFBcHuwwhQo6EYYjJycnhueee49lnn2XNujWs+GzFBZ+n6zqbN2/mzJkz592/78A+9uzZ86PXu2zZMrKzs9mwYQNut5tXXnmFPXv28OZbb/LVV19d1Hv5XzRNY8mSJbW+3B9iw7oNnDhxgnVr1v2s683Pz2fp0qW1vtzPVn6G21Pxg5576OBBZs6ZgyHNnkKcR8IwxOzcuZPd+3bTpk0b4uLiiIuLAyAQCBAIBGqed+bMGRYvXkxJSUnNfT6fj9XrV7Nu3brzzvH8r/M9pmHg9Xp55513sDscREdHs2nzZk4VFlJQXMDqz1cTHRVFIBDA7/effY1Zc1vTtJrb1TVU947VdR2v14tpmhiGcV6TcCAQ4N133z3v+eeuY/6CBezatetbPW2r34vf7z9ve1Svp7qmbzY/e73emvvmz53P3r17mTdr3nnL9Xq96Lpe8/xz38e5y/P5fGiaVnO7+jWaptW8rroW0zTZunUrS5YswWKxEB8f/633dO77BjDMrx+vXs6591Vv1+rXzJg6FcPtPm+d1bVVbyNN0/B5fWRmtaGkuITSktMIIb4mHWhCjKqqNE5uTIsWLUCHJUuWcHDfQV7792vExTfizTffYMasGXz88cdER0Vw1113AbBjxw5+/etf4/P7uW7stfzzn//kwQcf5JV//YtfP/AAdpuNnTt24Pf7iYyKpH379uiazjN//Rufr1mJruu4PR4WL17Chi/XU5hfyJ5tOzh8+BBHs4/xt6eepSJQwfPPPc9rL7/G0RNHeej3j/D+pA+oKCvnyb/8hU8+WcD8+XPo3KUbzzzzNE8++QR7d+/lqaefYtH8Rezas4uHHn6IqwZfhd1u5+Sxk4weMYorunfmd7/7PQ/c+ys0U+OeX97Hs88+i6H7uXXCHYwYMZKpH03h6quv5sjRbGJjY/nP/3sNe5idF55/gUWLFzF37lxGjRhN1+5d+e3Dj2Jz2fjzk3+mX79+BAIB7rzzTk6XnuaJJ/9MVGQkdocdh9MBVIXLv17+F3MXzOXRRx/F5/Px73//m5ZZmdx/z338469/J6coh8cee4zwiHCe/duz3P+r+0lOT+Yff/sHmZmZ/N+TT/LwAw+RX1LAPQ88QOXp04weM5rXXvkPOfmnWLl8Ob///eNUVLqZN28eDz/yCIvmL8QV5WL2zNkUFxXz2muv0aJFC6Z8+AGpjdNwOOyczM9n/NixTJz4Dv0HDGTv/l2cPHqSdevXUXamnLfefpPwyGg27t7DkcOfcNutt/HCCy9w3djreOShR2ic1JhXX32Ve++9F6fVwVv/fZuA30dFZQVxjeKC+VEXIqTIkWGIsdlsrF2zjsnvTSY3N5eysjI8Xg9/fOKP/Oo397Bo/iJycnNYuXIlvXr1rdnzX7t2Le+/P5knHn2URjHxOOwu1q1di6LrREdG4q6oYPGnnzJ37lxWrVqFicmx48dJSGvM8hXLadGiBeXl5aiKyvjxN/LHvzzJc/98jvvvfQBvwIdpMYmNi2XKlClExsbw5ttvcupkDr7KSqIjo1i4eC5uj5uPP/6YpilpzJk+i07tOrFy5UpcYS42bthI+/btmfLhFKDqSCW9WTpz58+l6WUt+O/kSdhdduLi4lj3+WoeeeRhJk+eQpOUdNas/oITx0+we9ducnJPsvfAAWLjY1GtKh999BGffPIJXbt2YfWGNezYuYNRo0fx+n9eZ/Xq1TXbdMy1Y2id2ZpNa77EardhtVnh7AFzXkEBptPKqlWfM2DAALZt3caKz1bQLD2dndt3kNU+i+kzZ5BfVEhlRSX9+/Zn4JUDmfLuFDp17Eh+fj6vv/kmY266gaVLlpB52WW43W4sFhsqKjffeCNPPf00o4ZdxamcHLp3786ihYvZv3Mfhw8cxqbaSE9PZ968qiPVNq3bcfDQIbbv2EF6cjIAzVKbsnTRQvbt2Mfo60bTu3dvUtPS2b9nPxaLjYAvgNdbCSgEAgE+/uBj2mS2QdM0FixYQKdOnRh/2y2EhYXJda1CXICEYYip9Hi4//bbeemVl2javBk+rw9XmIv4xHhQFRRFQTd0ysrLzuvpp5gmJXlFlFdUEhERQWbbTN6fMoUrR4wAQNN1CouKyM/Pp7ikqgOFxWKlvLiM0tJSfD4/4MHmVNH8Gn6Ph0AggM/nw+5w0LhxY/r17scNN9yAaRiERYThcrmIjY2l78B+DBs6lNioKCLCI3BFuLDYLPh8Pnw+H6pFJSkliYyMDO6/736gqilPN3UqfR58lR7CbTaSkpLo3bs3N064kfLyM7jdbtp1bMcXq76g38BBZGcfw+Vwkty4MQnxCQwdPJSRI0YSHhZOs6bNuf3WW0mKTyQmMgZd1wkLCwPg2LFjbFi/gaS0eBRVIeAP4K30ohtVzZsWVcd9uojS0+VogQCO8DAqPJVYbRZsVhsxMTHYHA4Mj8aAfv1ocXkLps+cSmRsBOnNmzNmzBiyWremvDQfn8+Hw+HA7XaTV1BMhaeq2bSyshJvwE8goNGtazfmzJxJVrcOJMUnkZyeRu/evRk2bBgA7Tu0Y++2vZw5c4asrCwAMrMyySvMp7ykjPz8fHJOnSI2JgZQCHi9RCS4KMkvJ6/oFF6fF1dYGClNmjBixAiuuuoqhg8bxsLZCyjIK0C1yJ+9EN8kfxUhJjo6GktkOAB2m420tDRiYmJwOl00ikmmabOmtLi8Fddfdz2e0xU4LDYA+g0YwG9++zAfL1hEYkIC7bKy8Hm9tG/dGoD4uDj++PjjPPvss9x/3/2oqDRpkk6l5wxjrx9LrCuG6PBGJDRKJMwRRmRUNK4wFwmJCfTv05eivCKmT59OwakCUpMbY+omAwcOwgCmfzydgqLTJCc3xmKxEBMTQ/9BfcktPsGwYcMIeAO069COmTNnsn//fgAcDgfhYeGMHTMWq6nyi1/cRXFBMdOnT6c4v5j41FQef/y3hIe5iIyKpHff7rgrKujaoyd9e/Ym+0g2M6fPxO/1M27cOGbOnMmGDV8SGxtLXHwcTqeThIQEAJKSkjhVcIovv9hEQmICSY2TiE+KJ71petXjiSkkx6dy7bXXsG79etplteHa0dcQ8Abo3KUzcXFxWC1WktKTeX/qVKZOm0p8dCITbp/AgnnzWLRkCT169+LLNZsZMWIELpeLkydPcteEW7EpCs1atmTq3Gl8unItzZtdTnxCPCnpqTRLT+eGm28gN/dk1fsuK6v5vbftkkWZXkpMTAwA6c3SUa0Weg8aQHJqMtu2beHYvqNER0WR3CSFNpe34UTOMe649Q4iwiK49Re3sGrlZyxYuJCde/bw3D//iSdQiW7qoIHL6frZPtNCXApkBJogqR6BZt26dfTs2bPWl7921Vo2bdvEgw8+iKIotb58UbdeevFFunXuQt+BA2p1uTt27GDdhg3cc/fdWNTv3xcuKioiISGBVatW0a9fv1qtRYhQIh1o6qlmlzUjtWmqBOElavCQq8ho1bLWl5ucnMyIYcN+UBAK0ZBIGNZTqempwS5B/AQd2neok+VWNx0LIc4nu4dCCCEaPAlDIYQQDZ6EYZBVd/8XIhTJ9GKioZBzhkFS3Yl3ypQprFv3846RKcQP5Xa7gf89pJ8Q9YGEYZCEucLIuCyDF198MdilCPE/xcXE0SiuUbDLEKJOyXWGwWLC6dLTMp9hLZo6dSpPPfUU+/btC3Yp9YrVaiUuLg5VLscQ9ZgcGQaLArGxscGuol6Jj4/DYlFJSErCItdXCiF+BNnVE/WGqgIKnKmsDHYpQohLjIShqDfsShgO04Yz4P/+JwshxDkkDEW9odgVDCt4AlqwSxFCXGIkDEW9Yhg6/oD3+58ohBDnkDAU9YY9LBzV5qLSZwl2KUKIS4yEoag3FIsOagDT8AS7FCHEJUbCUNQbNsOBxbAFuwwhxCVIwlDUGyomhmlyRteDXYoQ4hIjYSjqDavVilVRUH3STCqE+HEkDEW9oVqtqFbpPCOE+PEkDEW9YVEUTAy8hoxAI4T4cSQMRb1htSmoqkrAL0eHQogfR8JQ1B8OMC06fr8cGQohfhwJQ1FvqNhRDRt45chQCPHjSBiKesOhWLEoCgFT5ogUQvw4Eoai3rBa7SioWC1yZCiE+HEazOS+lZWV9OzZk6KiIjTt27MaWK0qqqqgKAqqqmCzqpjnPK4oCg67C1NTMMNVsJjYdQcq50wia4IJOKNVTC0MAjp2iwtF1SBSrXqCHg6AAx3T4gXFxKFFVK3DNFFtNpSzM4orqopqs2Gefcxhqxpdxa6eU5sFFKeCw3QA4Df92MPsOHBgKue+AzAxCbc4MDEBKwpVPTBdqhWfTcNj14k3YyiylBKphmM1LFicdjC/Xo6CgmJVsFkUwAaKAnaD6oJMTJwWB6aqgqJgt9pRFA9YIlDObivFYiXCDODBgkvR8TsjcFSewRcehakouM4JMwVQFQWnqmJy/oS9pgnOcAeYBhZrBNnZB6n0e9jy5SZc4U4CpoYJRJtWPA4NqycCu+pDczlwmSqYBj6H82zdBjabHYfHg+Fygapi9/mwOJ0otu8f1UbFgqkYoIBavY+pGGffASjV91kA3URR1KqHFDj3g6ac/YdFAbPqcwcGYAVVBx1QLajnvOxbe7QKVb8X+PrzqShna/vGpMcqmKaJqny9FEX9romRlerFnK2Umt8pgG4xsJrn7Ih8x3IUVFDMs+/tnJrhvPvOXbZFdnBEHVNM0zS//2mXPrfbTaNGjejatSspKSkXfI5pmgR0vepPUFEIaFrNl0rNczwmFqsPTbNiUTS8inHe14uiA6aJYupUz6qn+bXz//DP4TeMs99dCn7d4JvfVYauYwv4CFjtmLpO1VdgALCd/S/oARNQ0IxzQl4BNBUT/exyjAuuX8fAjx+n34apmFQqPlx+69ntAQHTAIyqr2gF/Ma3R3fRNR1FUTBNk+qPk2EaVaEboOY9aWffq2aYoICpG2AaZ9dlVv38je/H6neso2CqPjDsoPrBp6LYdPQAVb+jC9QVSmoyz6mA18SunN3psXJeGALYsKOE2TEwcWLBVP2gRoHDA25QXGHYq3aRMAFH9QoATBPVaq2Z6dhutVQt32rFoirYVcv5q3MCOtit9pq7rHYrquWciFWq67dgU1SsigKoWBQVu6pgnv1sl7u8xJqRZ1+ioJyzHPOcEi3YMS0GVov1641jq/q82FV7VQgqYFWtqIqKarVy9y9/SZeOHS9y6wvx/RrMkSGApmk8/fTTXHnllRe/EB2w6KBbQNHxfyMM1bNhiPHjwrD69nkUBVPTqsLQ5sDQNC4UhlrAREEhYAS+8YYtmGiggKF9dxj68OPyWTFVqMCLy2/FoGpVmmmioFN9VODTzz+qVhQFLaChKiqG+fURoo5eFYznlKQZVWFXFYoKpqFjGtWHlCaGrv+wMLT4waOCXUfznz2a8Gv4dS8bN2ylY5e2OByuqoUEAJuJ5vOD0wLeqm2l8Y3zipoDHR8mBrr+4/cPPX5/ze/YG/BXHUyfTQATBYsWQDEM/AEvdruLcn/FeUfcNUwT1evHa5hY/AEqa46PTDCrD8uqXuc5uxOiKOA5dwi6s0+1+TwYKHg14xvr8lQVppsEAlUv8Ov+sy0GZ/ksoGqYGBh+FROz6rOEgknVNizlDBbCwFO10xgVCMPrqUQBKnUdh6qe/UwbqIBHD5y/jrMMwyDgDdRsP7/qR6msWo9hGuw9uJeuPXpIGIo61aDCUFEUPJ6fOFSX5ez/nf2vnW8035yzRV3VNxw/bZXihxs3bvy3jq7rq+pYqd5p+Cbl7M6V/q3QrbpfMU2q90UM8xs7S8Y57bdm9a3zlxNAw4oF9Kojfa1qZVVNuKaJqnB2+VWPG9/RCGWa5tc7RYChGDVvKOD307pNBmH+wAVfK0RtaVBhKBqABhKEcP5bveAZtbPnnr/dS652zr+5vv8pP5mua1gsKnpExM+wNtGQSW9SIUTI0jQdn0/D0oB2ckRwSBgKIUKWooDNpuK7QA9wIWqThKEQIoQpWExnVecrIeqQhKEQImSZJvh8Bk6/jCok6paEoRAiZCmKidUVwBIWHuxSRD0nYSiECFmKohIVGUdhWVGwSxH1nIShECJkmaaJ11tBVC1dDiLEd5EwFEKELEVRsNrsaP6wYJci6jkJQyFESLOqNnyRZ4JdhqjnJAyFECHLNE28vgrCfNJMKuqWhGEdMvXQnklBiFCnKApWqx1dmklFHZMwrENGxXfMTCCE+MEsFit+aSYVdUwG6q5DlqioYJcgRP0gWSjqmBwZCiFClqIoOMKjqfT+xKnXhPgeEoZCiJBlAlrAh8UljViibkkYCiFCloKCU3Xidcu5d1G3JAyFECHMwLC7UVUJQ1G3GkwYhp0d6NfpdP5s6zR8MtK+ED+JohLwWnCEyXWGom41iIb4vJw8Ppg+CcMw+GjaTCLDo+jWo2vdr1iuMxTioukm6JWVqIoFv1cm9xV1q0EcGSo2Cx9+8DGmafL+5PcoKv55RsBXw+RCYSEuVn5ZHtfeMY7j2Yd55ZVXeP7vLwe7JFGPNYgwTEpMYOzV1wDQtcsVDB8xLMgVCSG+T3J0Eq1TWxHQNAoL8ujau3OwSxL1WIMIQ4AJd99KeGQ4t99zO4qiBLscIcT3UBSFu+65h4iICPr260ev3r2DXZKoxxrEOUOApk0u5+9/e44Rg+SoUIhLRVa7LMZeO5a+AwfisDaYrysRBIppXtzgmZ5KDxs3bsRziYwMoSgKfl0H08RmubR6pikodOjQgaTGScEuRYif3YHsI0Q4naQ0Tgl2KaIeu+gw/HLDl/Tq1QvDNGq7JnEBr7z0Cg8/+nCwyxBCiHrpotsdzrjPYJgGn332GZGRkbVZk/iGG264geLTxcEuQ9QzXq+Pe+65l+3bt2AYslNb2xRFIT0lnfcmvUdSsrTqhLqLDsPqTig9evTA5XLVWkHi22T7irrg8VTy0UcfkJmZSVxcXLDLqXcqKytZvHQxRSVFEoaXgJ98Rtrn88mXdR27yJZsIb6XYRi89dZb9JaemrUuNzeX1NRU6b1+iaizSyt8Pt8Fv8S9Xi9ej7euVvuDBAIaJSUl0jQkBFV/k6L2VVZWBrsE8SPUWRg+9+xzFBd9+zzXhq82sX7t+lpZh4lJ9rHs731ecUkJmvb1cE4zZ0/nV/f9irKyslqpQwghxKWt1i/cWblyJXPnziXvZB5ffbmRrLaZmAYUFRXRpVsX0lOS8VR6WLhoIZ+t+IxHf/coqcmplJaW8q9//Yvo6Ghuv+023ps0iaKiIh749QMcOnCIRQsX0SqzFTfffDMTJ07E6/MSkxDLy8+/zPPP/ZPsI9lkH8/mzjvvRNd15s6ei8PlYMKECdz9y18SExXF5MmTKSwp5J3/TqRn194EAgH++Kc/0ii6EXffdw9LFi/l+Ils7r33XqKioli7di2zZ89mwoQJ5OTk0L9/f3JyctBNnZWfreRY9jEe/+Mf2LN7D0sXLSE9NZ3rxl2H3+/nyMEj9B3Qt7Y3rxBCiDpQq2FYVFTE56tX07N3bz5f9jknThyjKK8cwj1E2KPo0q0Lu3buIi8nj/1H9tOzR0+io6IBmP3JbCIiIujZsydLV6zE4/aQlp7GtKnTKDhVQHxCPNmHj7J86XJ2797N9ddfT3xEGG0yWtKqVSuio6IxMPjkk09IiE+g4kwFTpeDDWs30KlzZxrHx2OxWIgMj6R5agtaZrTk3ffepW1WW3Zu2cnCpcuYO2cW99z1CxwOB+XuciZNnkS/Pv2Y+NpE0lulExMXzxefr8DudFCcX0x4eATLFi1i49q1NO3QEocrnOXLl2OYJlHRMbW5aYX42c2fN5+0tDQ6de503v17Dxxg07qvmHDHrT9qeaZp/mznz765rt/+/nfEREbz5JNP/uBl/P3vf2fo0KEUFBQwfPjwuihThJBabSY9U3aGcFcY48eNo3FSEj169CA79yCncovp0bM7AFarlbDwcG4cfyML5y/kdEkpAJ5yD6OuHkW3bt2o9JQy7tabuHb0tWBCcnoy428ez+WtW5IYn0jPnj1ZsXQFUUmpXN6qNRkZGSxctJA1a9ZQWFhIbFwsY8aNoVe/vvh9frKysrjqqqtQVZXIiEiy2mSR2SYLpzOcW265hSHDh+D1lNKlc1sGDRqMw+EgoPnZt3cvy5YtwxZuY/iQ4cz4cCouZwSxUXGsWrOKAwf2U+HzYo+N5drhY7hx3PVs2rSJfXv3cuWA/rW5aYX42Zw5c4b58+ez8rOVZB/NJi83D03TOHr4KABpKcl079mNgsIC5s+fz7Hjx4Cqc4+rV69m8eLFnC45DcAXq79gyadLOF1ymtvvup3XX38d39mpzU4eP8knn3zCkSNHKC0tZf78+WzbvgOvz8fmjZtZsGABBQUFuN1uFi5cyPbt23nhlVd44oknOHHiBPPmzeOL1avxawF2bd/FooWL2L9/P7t27uSOu+5i/foNAHy5aROnS0oZNXIURw4fYd68eZw8eZKysjLWrl7Lrt27ACgrK+OTTz5h+fLl6IbOgQMHOH36NPkFBT/3r0AEQa0eGSY2TiS/OJ9777uPkoJSHvvD71AVk7zsEySnVI0eYRgGpRVFrFmbh8fvobCkmPT0NJo0acLfnv4bXXp0ITOzBX/7y1PY7XauGnIVefl5+AJ+DMPkaO4h9u7dS+HpQoyAytYt25g9ZzaFhYWkpaURERGBpmkEAgE000BRFLSAh6eeeopJkybhcDiorKzEYbcRHRHBfffeh+bXuOPuO8k+eAKf10tYeBgRUeEMHz4cj8dLs2bNaNeuHcdyjtGzf286tuvAjn3biHRG0bFzF/btOISvwofT6aRxSmNOF58mTGasEJci02TOvHmsXbuW4sISTp06xbsfvMN1I8bz4UeTeObvz5BzModZ02ZhD7eTn59PSnoKTZs05ejRo/z2d7+lY7uOnDpxiuYZzZk6bSo+t49TuXkUH89lX8Q+/H4/hmny3uTJlJQUER0dzcKFC9m/fz8lZ0q5bfwE3vz3G8SnxHPi5Ani4+OZN2ceN46/kZPHj3Pi2DGKiovYtm0b+YUFmDq8+a/XiWgUQUJCAr169eJYdjZHDx+hZ88enDxxgpPHj3Pw4EE2btyIxWZh2Ypl9OnTh2kfTOWe+35J26y2VFRUsH37drJPniAxOQmXy4WqquCT6aMagloNw/DwcO7/5X0cPniY1NQ0XGEuEhMTadexEwpVTRZ9+vWhs+8KDh86Qod2HenQti0Aw0cMJyY2BpvdRsf2nXDYIjEx6dmzJ8XFxcTExDB82FACuo+o8Fji4uK4vGU6z/79aaKioslsncnx48fJzMwkPDwcu92ObugYbdpiKAYpSalYzg7DdsdddxDXKI7LLr+M1PRUEhMTyWrblvS0dBxOBwAO1cUdd/yCHTu2Exsbi6qqvPDCC0RHR5OQkMCt42+lqLCYxPh4fv3wr0hKqrqOyBFuo0NSB+lOLS5Juq5zcN8B3nrjDd57dxIJjeLxZXtZ89US+g7og6IoKCgoikK/vv14+623iXRUDbrh8XgYOmQojzz8CNM+/pi9Bw/yh8f/gM1qY9mqlQwaMYSRI64hMjKSnNxcouPjePLJJ/D7/Cz5dCmvvfYab7z5Brk5OfTs3YP7HnyAqdOmcVmz5kRGRpKcnMzQkSMJt9lp3rQ5uSdyOXBoPwW98ri8dQaP/ekxZs6aTePEJEaOGMXNt94MQPcuXTl9QxFpTdPxBXzceuut/OHxP1BaXsrNd9zOyJEjAYiMiOTAwYPkFxRQlF9Y815V66U1fKO4OLXegabFZS1ocVmLmp8rKivp27tXzc+xsbHEEktK49TzC7Fa6dv36w4nfft9fbtx48bA17PUpyan1zzWpcvXk/RmZmZ+Z12DBw+uuZ2a9vW6hwwZUnO7adMm570mJSWZlJTkmp8vv/zyr9fb+duTA+u6Tkp8Gj169PjOOoQIZaqqEhUXzcR332Xblh1MuGk86PDaa/9i1tKZQFXrjtvtxuawkdEqgw1bNtIysyWGYaDrOj6/D6vNii0sgrmz52IYBq0yW5Gfl8OSpUto1rwZkRERnM4vYPr06bRr146o2BimTv+YI9lH6NW1F3k5p/D6fHjLK1BVC1d0uoKF8xfSudsVfLLgUyoq3DRKakSf9J74/D4MTcfv9+KrKEZBITc/l7Vr1tG7Ty+87kqK8wuJH9CIRQvns2DBArx+H/Ex8WjG1xNwr/9qPU2aNyO9aRMMw8Dr9VKhVeJHjgwbgjqfwumRRx5pMKNbWCwWxo4dS1paWrBLEeKiKKrKiBHDOHzgAB3btadpsyYkpCbQrU8vwq1RACQmJTJk5BD27NlDeXk5Pbt1AyA1NZWhQ4cSGRlJ927duG7kcPyaH83QGDRoEFcPvZqKigr8fj9RUVEMHTKULVu2cPr0aUaNHMH2LVvp0bUH/Qb0o9/A/kSEhdF/8EBOnMrlSPYRhg0bxoDuPXCG22nSpAlOh5NIRyxdunVhyPAhhLki6NlnMMm/GNIAACAASURBVJe3yqBbly4cO1p12VV8ciL9Bl9JRkYGbdq0YfXq1dx+55106tSJ9llZNe+9S5fOKIZBuNNORkYGN4y9gWYZzbmii8yj2BBc9EDdK1asYPDgwZw+fZqYGOk5WZcyMzMZO3YszzzzTLBLEfXI6dOniYuLY/ny5QwaNOg7nzdp0iSSkhszfKhMf/ZjHDp0iIyMDHbv3k2bNm2CXY74HjJBmBDif7rllltqzrcLUV9dkjPdHz9+nM8/X1qry6z0+fj002X4z3b7FkJUsdlsVb0qhajHav0TrmkapaWl+P1+TNOkrLQMv98PVI2SX15ejmmYGIZBeXl5zTVHpaVlNUOmVVZWUlpaiqYF0DQd0wRd1/hs2Qo+mjELh8NB48Yp6HrVye9AIICJSUVlJW63+7xaAAzTIBCoul0ddqZp4vP5KCsrw+12o/n9LJq/kIqKSnRdxzTNmuWXl5fL+I1CCFGP1WozaSAQ4OVXXmHJkiU88vDD7Dp0kKXz59MmM4snnvgDV189kuioOO664y6ik2P4fy++yiMPPUJZaTnTZ06jbbu2PPjgQ9x//wOUlZZy1113UpRXxjXXjGLF2oV8tmQNW7dtx//bR6moqGDWrHk88MADvPLyC3Tq3p3ZM2bjrajkz3/9K22z2jBt5jQS4xJRVTi06wT3PXwXf3riTzz5l78wfeo0nBYbK9asovBEIS//+2US4+NZ9ukyUKBjl45s37aNxo2TeeWVV4iNieMfzz9HYnx8bW4yIRokn89HdnY2LVq0wGqtva+h3JxcoqOjCY8Ir7VlioahVo8MT+WeQjMMPluxgr79+3Ly4CFWfraSdu3asm7dBvr06c/H0z+msKgQh8XFFR060aFDB6ZNnUbbtm35/PPPmPTeJO68+xcsW7aM1JQm+B0VaIYPhy2OG66/kaf+8lf69OuLHjCIiopi6YoVxMQmcWj/AQI+H1bVyqLlKwBo2yqLLdu2kXuqgCt6tQegU7cezJvzCQcOHGT4mFFc0ekKwuPCOXrsKIqqoAU0dE3DUBUCps70mdNJS0/j2LFjrP1qY21uLiEanPKyM2xYuwHDMDh27FitN7+++fZ/ObBvf60uUzQMtfpJtFqtaLpOQWEhAX8AUCgvLycQCBAeHo7T6cThcGAPc3BFh/Z07HgF77z1Ni2zWpCe1pQ//uFJLr/scoqKiikrK8Nus+Ev1ckrKMDtrUDXdUpLS/H4vPg1PwOHDmXmtFmkNU6hRYsWJCcnM+raUVw/uuoi2sw2bahwV7BuxVo6duoIQPcuXZg1cwY9+/Rh3efrKHOXkZxcdS2h3+8nOi6KMl8l+Udz8J3xkJSURGpKKvfceze9u3apzc0lREjatm0bQ4YM5e9//zsHDx5kyJAhTLj1VgzD4OH/e5hhQ4bx71f/TX5xAaNGj+Lll1/m6NGj3HLLLTz++OMYusHrr7/OsGHDmDdnHm+//jbl5eUsmDOdf7/+KuNuHMe7771HZWUlkz6YxPHjx1mxfCnzP/2El159leuuu44tm7cAsHHLRubPn09ZWRkvvPgPAN5//30OHDzIzl07mTFjBo8++ltGjRrFps0biYuNIe9UHu9OmkJ+SRFz5s0hv6CAhx99lNsm3MbJkznB3LQihNVqGCanJNMkNZWbb7qJDes30LNfX66//no8njN07tyF9PR0LBYLjRo3ZtKUKXw07UO69+rBtaPHMH/BJ8yYMZ3rrr+ONZ+vYuzYscQlNCKvqIAnnngCl+KgU5eOrPpiFZs3raX5ZU1o27IlKamJZLXPZPDgIXh8Pj766CPyC04B4HA4SIhuRMu2l2O32QBo3rQJLS5vQcuMy2nfpRM7t+8iJyeHRvGNSEtPo2u3bmz+8kueevZpwiPCueXW29iydStTPpiCxyfzk4n6zdANFi3+lBdefpEHHniAV199ledfep7e/foxf/58Tuw/wYsvv0hhQSE7d+6hQ7sOjB49mkkfvEtmZmuOH8/mPy9PpMLnY/L779O1a1e27d2CYdHIKS6nT+/+3D7hNkaOGsWBw4fR/BorVq7k4MGjFOQU8eX6dQzoP4APPpiCaZo0b9qcpcuWsWfPXuyWqqbPxMRENm7azMzpH5OUmsh1111Lly5d2LN7DxbAXVFBztGjKAaUlJSycNECNL+ftNQ0Zs+eHtwNLEJWrZ4zVBSFO++4gzvvuKPmvlvHj6+5/Zvf/AaA8WPGAPC7Rx6peWzBggU1tydOnFhz+9WXXjpvHZPfn3zez6+++mrN7Tf+859v1VRUWsSYs+uDqgvjX3755Zqfp3/8cc3trmdHszl3/QAfT5v2reUKUR+Zponf66NFi8uIcIVjUSx0bNeRYydPoWoajWIbkZWVRUJyAp3bd+DovoN8NO0jjAAcyz1Oq9aZpDSPJyf/FEmJiZwpO4PLDEc1rGiBQNWF8pHRxMVG4Ksop8dVQ5gzZy66X2f0DaOYPHkSxSXF9O7XBxOIi42jbft2THznHf7y1F8B6N27N48+/ChZbdsRbo9k2swPKTtdTlpaGqZpYrfZcEWGY1EUTF3HME1yjp2k0RUdaN8p639vANFg1fv+0rdMuEUueBXiB7JYLXTp1oWRw0byz+eeo/eAflx11VV89MZ79O3bF9M0q6ZHstmYu2ghS1YsoeJMBcOGDaPSU8nePXvp3ac3BXn5DB02jI1bNhEeH801o69h95bdNE5uzJbtm3l74n+xh4VzeYsWFHjyiIuPoWPbDnTu3p39+/fj8VWgKgqqqpLRrAWlhSWkp1YN9h8ZGUl0bDQWu0p6s6YUFBVz/PgJHA4HiqKQkpZKYXEhY8aMYceOrQwYcCWNGiexb98+FNUZ5C0sQpWMQHMJkBFoRF34rhFoTNOkqKgIh8NBVFQUhYWFOOwOoqKj8Hq9OJ1OAoEAgUAAt9tNdHQ0DoeDkpISNE0jISEBn89HeXk50dHRoCiUl5URHh5OWFgYbrcbE3A6HNhsNjw+DzarDavFSqXHg/vMGcLCwoiIiADgk0/mcepkHvfef29NjdWXbjkcDsrLz+D3+6rWZVb1XfD6vFS43YSFhxEWFk75mXK8Hi9RUVE1YxzXNRmB5tIiI9AIIc6jKAoJCQk1P597uzpIbDYbNpvtvKnKzh2D2Ol0nhc65y6jOuSquRyumtthLhdhLtd5jzdukkhGy1bn3We322tuR0VFApHnL9PlwnXOcqIio4iKjLrAuxWiyk8OQ4fDURt1iP9BpoMSDVm3jj2DXYJoAC46DKtbVzds2EBkZOT3PFv8FJWeSi6yNVsIIcQPcNFhGBkRiaqoXHnllbVZj/gOKY1Tgl2CqKd+rnNoDc25Tcgi9F10GLZv356VK1fi8Xpqs5464/V6GTNmDH/961/pdnb+tUuFRbXQqVOnYJch6iFVVfnVr34V0nOOqqqKzWarGh3qnMl4Q53Hc2l8N4oqF92b9FKj6zoOh4NPP/30vFnvhWio/D4/9/3yPr7a/BWGYQS7nO/k8XjIzs4mOSWZmOhLp+e6oii0bNGSif+dSHyCjGkc6hpMb9LqvTSfTNEkBAB2h513J78b7DK+1769+xk+YjiTP3qffj37BLscUU/V+4vuhRCXNr+/AgjINGqiTkkYCiFCWsBvovnBptqCXYqoxyQMhRAhLaAbaLpBmCXYlYj6TMJQCBHyFFUFuQRE1CEJQyFEyDNNE82vBbsMUY9JGAohQp4CONQGcRWYCBIJQyFEyDMUBY8iHWhE3ZEwFEKEPNU0CNNkRBdRdyQMhRAhz1BUKh0R3/9EIS6ShKEQIuSphoHLcybYZYh6TMJQCBHyTFXFHyZTxYm6I2EohAh9poHFUxHsKkQ9JmEohAh5pqniN+Sie1F3JAyFECFPUcEi47GJOiRhKIQIeYppYtdk1gpRdyQMhRAhz1AUPKo92GWIekzCUAgR2kywGDqRAbnoXtSdBhOGLpcLAIfDEeRKhBA/hl+rxG/6MaMaBbsUUY9Zg13Az+HUqRO89sbbGIbBO2++g02x0X9Q/2CXJYT4AZSz/0AG6hZ1p0EcGVpsdhYtWohpmsz5ZC4BU6aCEeJSoZgqCiq6KWEo6k6DCMPE+CRuGj8egH4D+9Knf78gVySE+KF0NYCuaFgUJdiliHqsQYQhwE0330R8TDw3jZ+A0yZTwQhxqbAadmymHYlCUZcaxDlDgPSUdF59+/8xbPCwYJcihPgRAqqPgOLDojSYfXcRBEELwwp3BYsXLabcXf6zrVMHZs2ajVWt2z+q1NQmDB06uE7XIURDYTMcWA07fkMPdimiHgtaGB44cIAbbrwhWKuvUykpaRw7dhSrtcEceAshxCUtaN/WHm/VBbRbtmwhPj4+WGXUuoULF/LII49gGEawSxGiXgioPjTVL82kok4FLQyVsz3DmjRpQqNG9edi2sTExJr3JoT46aqbSXVTdjBF3Qn6rpam1a9r/nRdzmsIIcSlJuhhKIQQ/4s0k4qfQ8h9unbu3El+fj4AGzdupKio6KKXVVJSwsSJE3nzjTfJOZHzo1+/d99+9u7Ze9HrF0L8dNJMKn4OIReGs2fPZs+ePQCoqvqTzr/t2rWLuXPnYrVaf9RyVnz2GYePHkVRFdQ6vgxDCPFDyHl4UbdC7pvebrdjsVTNaH3kyBFOnjzJqFHD6de3H2/++01KSk5zw5gbuHH8jeTm5PLkH59k2PBhTJk2hRXLVjBk4FV8NH16zfLatWvH8JHDKa0o4cUXX6SstJy33nmDBcsWM2jAYK6+ZhQnTuawcuVKevfuzf3338/TTz/N3XfexdavNnM8+zgLPl1Anz59+MU9d3EqL5dxY29k4IAr+c9//oMh4yUKUbcUE1QTm+yYijoU0hfCFRYVkZCQQFRUHBMnvsd7E99jxuxZNEpshGkx+fCjDxl38ziiGkXxxaYvGNp9KNePG8vN48YBVdM1LV68mOKyEm4ceS2n3SWYhoG7oIxCZyG33nErzS9PZ970OXgMH7PnzSUpPoHX33yT7r16kX/8JNlHs9lzcA+LP/2Uye9/wIoln5GUFM/LL7/AR7NmccbtJjoyMshbSoj6y6NX4tc9uKwyua+oOyG3q3Xu9Xl6pQ/DMIiOjqZRo0ZEN4rGYlFxOBx0bNuRIUOGMGnSJFRUHGUO7C47TZs3rXl9RUUFt912GxPfeJvW7btQUlaKYRqUV5QT4XSSmppKpCsG7IBp1jSJetxuTLOS6qYZq82K3WkjLCIMZ5iLqMhwoqOjiHC5MKX3qBB1SjEcYDpkBidRp0IuDBMTE3nssce4adxNmKpCeEQEcXFxAFicTvr07U9xfhELFy6k0l1JWHgYK1asICE1gTBX2HmT97pcrppJfRunxqG7Na659hoslmjCXHE4nQ5sqo2U+BS69+jOtaNG8/zzz9OmQwf++senKS4uJq1ZU7p16crgKwezbdNmrhw0EGt4GLoCkeHhck5RiDqmaAaqboJL/tZE3VFMMzgnvdavX0+vXr3Iy8sjKSnpW4+bpvk/O72c+/j3PfeHLrd6U1zo8R+6jhkzZnD77bdTWlqK3S7NOkL8VMuWf8a4G8ayce0aLm/TJtjliHoqZM8Zfl/wnPv4j+kp+r+ee7GPCSHqjtWlYnWqSF81UZek3UEIEdICFT40r4Ya7vj+JwtxkSQMhRAhzaY6UbHjraxfQzeK0BL0MKy+prC+kA41QtQyRan6nzSTijoUtHOG1Z1VcnNz8fv9wSqj1hUXFxOkPklC1EsB3Ydh+nGG168dZxFaghaGTqcTgA4dOgSrhDqTnpouR4hC1BKb1YnF6kALyDW9ou4ELQxbZrRk6odTKTtTFqwS6sxlTS+TWe6FqC2qHxR/VVOpEHUkaN/YEZERjL95fLBWL4S4RAR0A10zsWvSTCrqjrTlCSFCmk11YrE48FukN6moOxKGQoiQpvm96H6fDHwh6pSEoRAipBkYmBYTe6Schxd1R8JQCBHSdEPH1HScmoShqDsShkKI0GaagIkil++KOiRhKIQIaVbThmo48GnOYJci6jEJQyFESNNVDd0SQHVIb1JRdyQMhRAhzTRNME0UU3qTirojYSiECGlW04bFtBJQvMEuRdRjEoZCiJCmKxq6qmNR7MEuRdRjEoZCiJBmnv2nKPJ1JeqOfLqEECHNatqw61ZcgUCwSxH1mIShECKk6apGQNWp0GWgblF3JAyFECHNPHvRvcUmX1ei7sinSwgR0kzTwDBMkCmcRB2SMBRChDSrasdqtWK4PMEuRdRjEoZCiNBmAgZoPiPYlYh6TMJQCBHSAoYXjQAuV2SwSxH1mIShECKkmZqKGVCwmTJthag7EoZCiJBmoqAqFpxWmc9Q1B0JQyFESNNMHwHTh8ciYSjqjoShECKkWRU7FqzglYG6Rd2RMBRChLiqZlKXVa4zFHVHwlAIEdKkmVT8HCQMhRAhzarYsKo2VKQ3qag7EoZCiJCmoKJgwWKRZlJRdyQMhRAhTbWZaFoldr8/2KWIekzCUAgRso5kH2fL1i1ggbmrllBWfibYJYl6SjFNGdZBCBGalnz6KcOGDwegWYuWrF69irTkxkGuStRHcmQohAhZg64aTL8+/QG49667SJUgFHVEwlAIEbKsFit3/+peoiOiuWbcWJRgFyTqLQlDIURI69OrG3/5xzO0vuyyYJci6jE5ZyiEwO/3o+t6sMu4IEWFSr8Pp8WOolz6x4aKouBwOOrFe6lPZEgHIRq4oqIievfux4EDe4NdSoMQHxfPokWL6Nq9a7BLEeeQMBSigXO73Rw4sJd77rmHxo2lg0pd8vv9/POf/6SgqCDYpYhvkDAUooGrbq577LHHyMjICHI19d+LL74Y7BLEBUgHGiEEABUVFcEuod5zu93BLkF8BwlDIYQQDZ40kwohLmj16tU888wzxMfGc/3Y67E6rFwz+poLPnfGjBkMHDiQ+Pj4mvuWL12OgsKRY0e4+eab+fOf/0yXrl04lXuK06dP88wzz9RqvZquM2vOHK7s35+EhIRaXfb3WbduHXl5edjtdjp16kRqaurPun7x00kYCiEu6PDhw4wfP55bbrmF0vJS3Gfc5ObmcujgIcIjw+l8RWdOnTrFpk2b2LBhPX369AHA4/Gwdu1aVixfQc+ePRnQfwCr16wmNzeXyPBIVh5YxT13383Ro0c5fOgQXbt1Q1EUtm/fTtOmTfF7/Rw9dpQ+ffpQXlbO0SNH8et++vXtR2FhIVu3biUzMxOX08XWbVW309LSME2Tw4cOU1l+hs5dOtO+fXv2H9jPieMn6Ny5M5MnTabgdAG33XQbTZqnU1Feic1hx2JRUVULJ44f5+TJk/Tq1QtVVVm7di1p6ek0b96cwwcOknMql3bt25GUmIRpmuzctYv8vDzatWtHSUkJ2dnZhIWF0apVqyD/5sTFkDAUQlyQy+Vi6tSpuN1uMpqls/vAYXxeH7t27sIZFcYTj/+R/773X0qKSygrPV0zxdKChQtZsHAh5afL6XJFFz7+8GMsLguHDh1iy6Yt7N27lyNHjrBg4UKKiorIKyjA0DQmTZ7Mbx56iK/WfUmFz82JkycozS/lq81foSs68QnxTJs2jfLSclSLhT279nL0xEGWL13KX/7yFK5wFyVFJezbvZsVK1fw0IMPMWPGDNwVbnJycjiwbz85hadYumQpGW0v4+SBUxSXlZKRcRmq08aX6zZQXl5OYXERimayfsN6NExuHj+ef7/6L+xhTtp2aMtvH3oURVXZu28f69eu5Uh2NmmpqVgtVgjoqKqcfboUyW9NCHFBhmHQvHlz2mRlYXU4UYCo2Bie/sezjL3uenZs34ElYOGtN9/iiiu6omkaADu27WDSe+9xww03ENACoMDo0aMZPnw4f/q/PzFu/DW0btWSz5auoCA/n6WfLqW4uITHHnuM9u3bs2b9GvLz8lmydAkOl5M//PkPPPq737Nh/QbCXGG8+uqr9O3bl88+X0FuzimWLluGz+/HRCci1sq/X3uNq4ddzbqNX7Dq81UUFBSwZfNmBgy+kgfvvJN7fnU3XyxbjzXCRXFRHrn5Jwm4faxbs46C/HwWzF3A8s8/52RODhvWrePw0UN07dOT/7z+OlbFihbQUAB/wEtubi5Hjh3D6/OhKAqq1YIpkxBfkuTIUAhxQR6Ph65duzJ40CBWLl9HRUUFNqcTTdMorawk1uWiPOBm1pxZHM8+RvXAobEJcbw/ZQo7t+2ic4eO+Hw+KisrKS8vx13hprTIjcsVxuCrBtGyZQatWrVm9ZrVaJqG0+XiyoFX0rp1K1q3as2yT5dz+owH0+sm3OWi5FQJy5YuI7VJOn369CU2Oopf3H4XUdGRmKZCRanO3Nlz2LN/Dz2792TggEF06NSOzKwsso8cYfmG9XTu25+igkLS4mK5rFkziisquHJAFlcOHECr1q3IbJ3Jxs2b8FRWMqHJBBonJXPy5GLOVLrxBgKoqkJZWRkH9x+kT+/e+LQAfr8Xf8CPqijoAS24vzhxUSQMhRAX1KlTp5prEJtmxqMrPYmMiCY+NpbOWVmER0ZisdtZvHAhffr0ISoqCoDhw4fy9htvc1nTFnTq0omk5ERSU1IZOnQoTqeTPn360rJlSzp07MCqVatwhYXRo0cPoqKiSG3cmNYZrfjqq69w2V30H9CP1PRUfNoZmjROp0VGS6Z88AHXX389V/brz5SpH3K6pJRBgwZhtVkYNuQqFi5aSPsrOnLtddcS8MK6r1YRER1Nz5492b17N4WFhdx5zx2gKLicTk4VnCIrqw3bWmbw1VdfERMTw7ChQ3n99dfJz8/nzjvvZODA4cSERzKgTx8UVSUmJoZOHTuxevVqBg3oS7PLM2jWpBmqAXExccH8tYmLJGOTCtHAHTt2jGbNmrF161Y6duwY7HLqNbfbTUxMDPPmzWPkyJHBLkecQ84ZCiGEaPAkDIUQQjR4EoZCCCEaPAlDIUTQmJjs3rObQCDwg55vGAZ5Bfn4A/46rkw0NBKGQoifnc/nY/v27QBs2brlB79OVVXeeusd8k/l11VpooGSMBRCXNCxY8cYP348f3jiCY4ey2b0qJHcdvsd5OTl8dJzLzHm2jE8949/ENB0bv/FPdx///14fB5+ee8vGTduDJUVFSz5dAlXX301/31vErOmTqe0vJR58+bx2utvMmbMGF568XmcdiczZsxgy9atHD16lM8//5wpU6YwZswYli1bVlPP1OlTGT5iBLt37mDD+g2sX7OOg4ePMH3WnCBuJVFfyHWGQogLWrZ0OTfdeBO9+/bm/cnvc/+vf0NhcSEfvf8BJ4+d5DcPPcjWbVvZvHkTTruVO++4g1nTZhEfG0+juEa88+5/KS85wyuvvEJkZCTvvfsevb1eDhw8QLus9kyYMIG77rqHP/3pCYYMGcK27Ttxl5Wg2i0c2H+EAYMGMXPWHHr36oXX62PHph28/NJLfDTtQ2x2K6u/WkN606bgN4K9qUQ9IEeGQohvMU0T3TRp1boV8fHxeD1euvbsTquWrVAtKgmJCbRv3474hESSkpK4etTVLF22jOMnjnP0xFEAUlJTcYWHkZGRQXxCPIZiYLVasSpWwsPCiG/UiNjYOEzTpHv37mzbuAm/36BDm07kHj9BzvHjZGa0xG534A/4sdvtVQN0uxy0a98Wo9Jkx+ad9B/QL8hbS9QHEoZCiG9RFIWs1q148MEH+dP//R89+/VhzOjrePbZZxn4/9u778Ao6vSP4+/Z2Za+CSmkE0roSCehd1QEacqBUtVTT0HArufP8049Pc8TFU9EpakgxY4oSO+9SCcQQkgo6XV3s21+f6DcoXDnacIu2ef1D7vZyXeezJL9ZGa+pWcvHA4nbo8LxV3Bgd17+WDePI4dO8ag4TejN6qcOXOGRqmNMRpUbrrpJr5Y9jVBQcHcPuJ21ny3hojoKDbv3Mkbr7+O0WgkLCyM6NhoSsqKadO+DR3TO5KTk4MpyISqV4mIiMDpdtK/f3+OHTxBZGQ0sbF1KTqXR2xsnLcPl6gFZAYaIfzc1Wag0dDIu5CHTqcjMjKSc2fPYjAaiYqKwmq1Yg4w43I4cLs9FBYVERgYSEREBHl5eTgcDiKjolB1Oi5cuIDFYsFgMFBQUEBAQACW8HBKS0tB0zCZTAQEBOB0OnE4HAQHB1NZWUlxcfGlNgGsNivFRcWEhIQQEhLCe++/T0xsLIOvo5lcZAYa3yX3DIUQV6SgEBMTc+l53L8tWBsYGAiA0WQGIOGH5wDR0dGXtZOQkHDp8b8vehtusVy2ndFoxGg0AhAUFERQUNBlrwcGBBIY/6/9RNapQ3rHjv/bDyXEVUgYCiGuS0OHDvV2CaIWkXuGQggh/J6EoRAC+NelT1FzgoODvV2CuAq5TCqEAGDChAmEhYV5u4yf0el06PV6HI7rfwo2l8uF2+2+tE6k8B0ShkL4OYvFwq233MqBwwc4e/ast8v5mbKyMoqKiqiXnAzXeYgoikK3zt1oWL+ht0sRPyFDK4QQPm3Zsq+4/faRlJSVYdTL3++iZsg9QyGET9M8bhQdlJSVe7sUUYtJGAohfJrBaMZsMGKwVXq7FFGLSRgKIXyaoii4gVLN5e1SRC0mYSiEEMLvSRgKIXyawRyEzmDGWmb1dimiFpMwFEL4NL2iQ6/oQDq+ixokYSiE8Gmargq3YqfSLYv4ipojYSiE8GkGNQC9YsbtqvJ2KaIWkzAUQvg0VVNQ3RqU271diqjFJAyFED7NYDSgN5qwqkZvlyJqMQlDIYRvM4BmdKGjyNuViFpMwlAI4dN0bh2KU4fVLh1oRM2RMBRC+DS9UY/eYIAq1duliFpMwlAI4dNMOj1GRcXlvv7XMxS+S8JQCOHT7KoLm86BViVzk4qaI2EohPBpgUYzqk5HqSqrVoiaI4v7CuHjSktLGTRoEIcOHfJ2KV7hdrooLS/DEGgkEMSccgAAIABJREFUxBzs7XKuW6qq0rt3b+bOnYvZbPZ2OT5Hlo0WwsdNnz6d3bt3M2TIEG+X4h0K6FU9Hrcbj/zt/qsVFRWya9cuSsvLJQyvQMJQCB/n8XhITk7mo48+8nYp4jqWkXGM1NQmXCgqIiYqytvl+By5ZyjEdcDjkTF24reprLx4z1WVs+srkjAUQgg/oQBBEoZXJGEohBB+QgPscr/wiiQMhRDCj7jtsvrHlUgYCiGEn1CAIG8X4aMkDIUQwk/IZdKrkzAUQgh/oCgoioK7qsrblfgkCUMhhPADesWASW9CZyv3dik+ScJQCCH8hQYVVXKZ9EokDIUQwg+4DW4cAQ7UYFkK60okDIUQwg+oThWD1YDD6fR2KT5JwlAIIfyEgkKoTEl9RRKGQgjhDxRAD3a3twvxTRKGQgjhBzyaG7fbhaIEeLsUnyRhKIQQfkDVG1GNAVjdBd4uxSdJGAohhB9QdTpMOhVHpSwHdiUShkII4Q90HjC6MAYYvV2JT5IwFEIIP+BxaDgrPWiynuEVSRgKIYQfUAwGVHMAHpd0J70SCUMhfJzRaECnk19V8dvo8KDzONEbDd4uxSfJb5gQPmzZl8tZvW4jefmFzJ77Hna71dslieuQG9CsVhSdht0m07FdiYShED7sVE4ma1etpLAgj6VLP0N+ZcWvcfzoUUaNHUd5mZWJEyaw7KtvvV2Sz5HfLCF82Mjht5EUF4+q0zFq1GjMsjCr+BUaNGqEKSAQt+bGqNPTqlkTb5fkcyQMhfBh0TExjBr9O1IbNmbQLQO9XY64ThlVlalTpwEwbOgwkhrU83JFvkdmbBV+x2a1YbPbvF3GL9a7fy8skRFoGhQVFXm7nP+JyWgiKDjI22UIoO+QAfQe2o8J99zj7VJ8kqLJoBPhZ8bdMY75C+Z7uwy/0KFNBzZt3YTRVDsHeh85dITMrExvl/GLKIrCiZMniI+Lv24vt7dq0YrE5MQaaVvCUPidTp06YTKZGDJkiLdLqdWOHDnC3LlzKS4uJjg42Nvl1IjePXqzdsNab5fhN55+4mme/+vzNdK2XCYVfsflctG9e3emTZvm7VJqtXXr1vH+++97u4walZWTxQMPPMDdd9/t7VJqvfHjx5NXmFdj7UsYCr+jKAoOh4y1qmlWqxVFUbxdRo1SUEhMTKR169beLqXWCwkJqdH2pTepEEL8Bi6Xy9sl+AWPp2ZX25AzQyG4+ItWXFyMw+GgTp06GI1GysrKCQkJpqysDFWv4nF7cLvdhIeHV/v+7XY7RqPxmk+75nQ68aCBR8NgkGnfhP+SMBQCOHz4MGPuHENsXCxNGjfhsUceY8WqVQy4sS+PPfIog4beytq1a0mMS+DJJ5+s1n07XU7++pe/MvXhqVgiLD97PT8vH3OAuUYuEy1dtBSXu4rCigqGDRpMUlJSte/D3zidTlauXInVaqVlq5Y0bNiQo0eOkpqayq6dOwkKCkbRKZSVldGlS5dqv5R85MgRUlJSrnmP0XNnz6HTq5SWlZAQl0BgYOA13f9vJX8GCsHFD7A7f3cny5cvJygwiG37NtO0RRPeffs9zp47x6H9h8k4lkHXtC588uknTJkyhZNZJ9m+fTvP/vFZNm/ezNKlS5kyZQo5586xbes2nn3mWf78lz/jwcPGLVuYPHkymzdvZteuXUyZMoX1mzZd2r+maUydNpVZs2YBXGpr556dPPH4E4wbO45PP/2UvLw89uzZw5EjR8jMyiIrK4t58+YxZcoUsnOzySso5OFHHmHevHkUFhYy+93ZPPTQQ3z//feX9jVn/hymTJnCli1b0Ck6VA9UWatwO2U1g+pw/vx5nn32WQ4ePMhTz/yR06dPU1hYSEF+Ph8vXUrOuRxmvTOLrFNZNXJP9dVXX6WkpOSKr2VmZnLo0KFq3yfAym9WsnXDRua/+y5nzuTUyD5qkpwZCvGDHzvVdOjQgZyc0xw/fpr4+AQaNkyhfae2FBblY3c62LljJw0aNODDOR9iDjTjwIOiKKz9bi2t2rbijenTiY+Lw2A0oDMZWbN6DZ9//gXDhg4lKiqKd956h3bt2vHPGTNI79gRvV5P7vlcBgwYwI5dO1ixagV7du+hYcOGLP14KfVT6mMKMGEMDOTbFd9SUWHj1MmjtG2fhs3t4sTRo9SrV48Fcxfg0JykpNRjx9YdmM1m1q9dz42DBvDJok9o1aoVAC2bt8Tj9LBt2zbqRNahSu9G1asoutrd2eVacTqd9OzZk+eee475H3zA5u07CDCZWLNmDevXrsNaUs7a9Wtp174d8+fPZ/HixTw4ZQqBRiMzpr/J4OFDKCopYcXy5Tz2+ON4UHj1ry8TGBrEjLfeYvOWjbw5/U3GjBlDdFQ0b898m9tvv50xY8agKAp6Vc9d4+8iLCKMefPn88arr7Nmw2omTXqIT774jI1r1/HgHx6iY1o77E4X506foXWXFpzcn0XWmSyWf/MNjz7xJHEx0Tz00EO0bNqSJ55+guefe559B/dx1113MXr0aABeePEFtmzZwpjxEzCbzej0ehSjAd11+H9JwlCIH5hNFy8rncw+TUxAAC49NGicQmlxJR3bpZGTk0t4RBh79+3n7NmzNKjfAKPRyI0D+xESZmHPgb1U2Cto3LQxepOeQUOHUFlaytETx7AEhdK7d28qbTaOZh7nQuEFgoODsDlshOhDiAiPYPiI4WhujeysbPYd2E9Obg71kuuRlJhEYnIiPXv3ZML4caR37krD+g3I3H+IDr26sWDPbuJi6tKkeSq5Z06zf+8+goODcQOde3Tm1uFDOXroZdDA4XSwfv0Gtm/bRnxCPJERkQSgUKkqKOr19wHmi/69t3LTJk3Yu28fOaey6Na1C6F1wrl96Agi/hFBeufO/OmPf2LYsGG89cbr3HbbbfTo25vu3btxz933MHjwYBZ++AHN2rVh8NDBREdHs+TDReQX5rN48WJ0eh33jL2H4cOGs2DhAm665SaiIqLQ0Hjm2T9y8tQp5n70EccyMxhw0wBmv/0+9zx4D93SO5PWOY0Fsz8iuE4IVW4H9k02jPoAtmzcyuDBg3lrxhvEx8fRrWc3jh/NYOWa1VzIv8DSJUt55NFHLoXh4FsGExkVyY6NW2jbrh3BqgmnS4fHc/11KpLLpEIAOp2OT7/8lClTpnAu5xw3dO2KvaoKp8NFhaeQKpeN0rxCkhKTaNu+NQkJCaR3TsflcqG3O0iMi6Nnjx7Ex8fTrk07VFSqrFaKrVZiImNwqTBlyhR2bNvGLTffTGxsLO3atiMsOAyPx4PT4eS+++9j7eq1dOnShbR2nUlISKBjWkcioyOZPWc2mZmZWOrUxe1yUY4TLGZuaNWK9q06XKynYxf69R5IQmIi9evXJyE+FofDgcPpxO2+eAnU5XZTWFhITEwMISEhOKocKG4P1gorbodcJq0OmqahqioAq1evJiw8HFVvRK9XMel1BAQGYDQYUFU9OqOOc+fOcfvI29EUaNikCapBxeFwUFpaSv+b+mIJDiY1NZW4uDhcuoshExkZSYA5AMWgkJObw/BhwwkyX5z2TlEU4pPisUREYCstxe1yUlFWya0jb0VVVQIDA2lUvxGGEDPlRcU0r5/K5jXbaNGqBU5cFBQUcPvtt1FWWkZFaQWtWrYkOT6e+kn1CQ0NJSIiAgCbzcbnn35Odk4WTpcDRdHh9rjQ63XodNffedb1V7EQNSA1NZWX/vYSNpuNG1q2IiommghLGEFBQTRr3ozIyDqMGT+O6JgYxt4xhtzcsyQnJ3PDDTcQGhBIQGgI48eP58yZMyQnJ9OuXTsCAgKocrnQKwodO3Vi/759pKam0qJFC/bv309oaCgAqqry6OOPcvTYURKTEkltlMroUQayck6TmJhIcnIyEZERRERE8OgjUzAZjbhcTtxuDzF1YxgzZjTn8s6RnJxMl27diKwTgebx0LxZc5qkNiHYFMB9D9wLCgQGBHDXxIlkZWVRr149LBYLbjw4q1zUiaj+XrL+KCgoiG+//ZYDBw7QqVMaNw7ozbwPZqNoBtCM6HQKeoOB5MQE2rdrx6ZNmzBjJrVVKric1I2qS/devdi1axeWOhZiomNQFAVFUYiJiaFO3TB69uzJmLFjGDJkCJ988gkp9VMudVipU6cOo0ffSWJMAm/88w1KCksuthUcRqv2HXjy6SepGxtNWHgoSnAIHruHutHRNGmYSovmzS9ua7Hw+3t+z4svvkh4eDh9+vTBYDKgaRomkwkAg8GAtcrKwcMHaJjcEL1Oh06vYQhQUHWqN9+CX0WmYxN+p3379nTp0oXXX3/d26XUasuXL2fQoEGUlpbW2unYGjRowMSJE3n66acv+7rNZsPlchEUFIROp8PtdqMoCpoGqnrxuaqquFwubDYber0es8mExsWrFC63G5vVisFgwGg0Xt7RRoGK8gpMRhMGo4GKigp0Oh1BQRfPDN1uN3abHb1ej8lswul0YrfbMRgMmM1mrFbrZcN4NA0U5eJ+f7ptRUUFAIGBgZfOeH+sHbi0vdlsvvQ1TdPQ6XTV3jmoS5cuNG/e/FIns+omZ4ZCCFHNAgICLnv+Y1D89Ller79syMyP8aFX1f84lObfX/vpdqqqXrZSiMFgwGAwXHr+n4Y8/HTbK/0R8+8/y0+3v57JPUMhhBB+T8JQCCGE35MwFOIaWr1mHSeOn/jF2+/fv5+srKyfff340eOsXbehOksTwq9JGArxg7Ky0ksryVdUVFD8w2On00lZWRllZaXAxdUYioqK8Hg07HY7xcXFwMWOA8XFxZSXl+N0OtE0DY/Hg81m429/+wcZWVkkxMcRFByE2+W+1Lbb46GoqIiqqqrL6ikqKmLD+vUc3vf9pUmK7XY7AJZwCwkJcbhcToqLi7Hb7Je+r7KyksLCQjTA9mOtmobb7aaivOLS7CR2u52ioiLyCwp49913OXMmG6vVSmFhIQ6HA03TsFZaKS4uxuPx8Nknn7H0y2U4nc4aegfEL/JDl8cPFn7Anj17fvG3fbdqFTt37vzZ10+cOMGiRYt+bRm1hnSgEYKLU2jdccdIwsLq8PSzT/PCcy+Ql5/P0398in27d7FmzSYczkoWLfmEp554Eoe1iiefeZq3Z73D2dPZPPDQQzgdNp7/ywv0v6k/ikvHyDt+x4lTmRw/dJh333mbC3m5tGzakrKyMlBg2G3DmPf+PMIT67Liiy9p2bQVf/zTHzGbTCz+8gtmvPoqWoiHkf1GM+udWYy6YzR/evZZXnvtNbJPZ3Ms83s2bHCzcMEiHrrvIQaNGERZRQX33XUvhWVF/OWll3nrH//g9OksRo4bh0U188H8DyiqKGLJJ0t55eW/cvp0Dn0H9Gf6q//g8OEDdOyYzieffkKLVq3o2aUHf//rKxRXFvHY44+z8OOFnMo6RWq9pEuz2Ygr2717N3n5+fTu3ZuD+w5wPv883Xr0oLy4lBMnT+DRPPTq1YujR45y4uQJ+vbtS+apTE5lnqJLl84EBQWzbt06QsPCiI+JxVInHKfLSV5eAW+8+g86p3emc7fOAJeGyZw7ew5zgJmtW7aQkJh46T2qtFWybs06Nm7eStuWrYitG0tCYgInTmRSLyWZ6Jho2rVvR/6FfHbu3knTpk1JSUnB4/GwY8d2ioqKadumLXVj67JlyxbKKytIa9+Op597gcSYGCZNnUSg+fqah/RKJAyFANavX89zz71A165dee/t9/j93b+nY7c03vzbG6gmHS/++VnySkrYvW8/LVq0IC4hgfzifPbt2U2bG9rw0ceLaN4klS+++II6derwf08+i8vjwWarpEOHDoy9YyzTHp/GogWLiI+P5/ip46zdsJb6jeqzaPEiGqU2Yv+h/ZzOzqZxo0ZsW7meb779hqWLllA3MpHvvlvO6rVr6di1KwAORxXlZR6Sk5JJT0unQ9cOAOzcuZPho25h+JBRLF2ylBtvvpnfjbydhx+eRmpKKvf84R4SkpLYsn4TTZu2olmzltx+++14nC7u+f09ZGZkcuToEU4cPkarxi3od1M/Bg8fwsaNGxlyyxDqRNeRIPwvDh/P4PXX3qBeg3qEWizMnzkbAhUOHjkMdg8HDx/EpblITk7mH39/ldiEOFJSUpgzZw4Oh4OCwgJMAcGs/HoZXXp0Z/umLaR360x+YQEH9x8h58I5TuWcpvibUpxOJ9YqO7ePGMH8D+aSktKIvXv3YjQaeWTaNGJjY1m8cDFbt22lorycls2bMuPNGTww9Q+8Nn06r772Kmdyc1i5YiUe1c3RQ0eJiIggJSWFkpJSHnjgD7Rp044Dew7QvW9P3nvnXTDqyDx2iPwzZygtyMdeZa8VYSiXSYXgYlf4s2fPUlJSghqgUmot4XRWNjHxMXg8HgxmIzpFIcBgoH///uzesotTx0+RmtqY9M7pPHjf79HrdJw+fZqKigrqxESQf+ECxXlFF8d92e0UFhbidDqxhIeRnBLPZx99Rs8+PYkIj6DtDW35w/33kxgfD4DOqHI6+zQFBYUEhBnod3N/5s58nw6t2wKg6lXceOjYoR2JCYmXLnMFGI3kXyiiuLgYg2qgqtJK9unTWEIuroYRGhKCR2dFp8KNN/Un90wua9atwV5l5+zZs6xa9R0xdetSJzIGh9NBaEgIaB50OgWXy0lhYaGs3/dfZGadYuTI2/nzc89x8shxfjdhFO/88x3O5eZiNBqZ9sjD3PfgeE5lZtKtby80TePC+QusXbOG3NxcNm7aTM7ZXF5++WXumjCBYEsoBqORgBADDVPqMXzYMKZNm4bJZCKlfgoh5mCWf7WclMT6rF+9jpwzZ9i7aw852Rcnyz7w/QFmzZrFrcOHExUVSUJyAt+sWEWPHl0xGwzoDSYcVifpnbui0+kJ+mE4RVWVnQ4dOvHOzJloAXq279nF4398mr8+/yIuDNw8cBBTJk8hIizCm4e72kgYCgH079+PxYsXMGHiRLr16MZ3367i0anTGDx4EA0aNCTQEE10dDQ2q5XXXnuNgpJ8+vbvR4NGjVi0aBGnsjPp3qMrjz32GK++9irdenbjL889x8bvNhAXF0e9RvV44403iIyKpG7dWFLrNaNZq1bERscybtw4Fi1exIoVKy4NVB5y+zAmPziZE8dOEBMdQ2xSLKYYE8mJCQCEhoURFxXFvHnz+OKrL2iY0hCAtPR0jh7IYPTo0TRu0Zg93+/h7rvvZuBtN1Iv5eKMM+FhsZhDQpn++hsc+P4ALZrfgEfV8+47s4hLiOfb5d9gNhqIj4+nbmws5kAd0VHhtEtrz9fffM3Bgwe99j5dDxKiolm3bh0rVq4kJr4um7ZsY/5H84mNjcXldOHxuLHZdJQVlJAYG4/VYSX79BluuuUmhg0bxoMPPkid4BA+WrCAnbt2ERQUzJKFS1i/YjMej0ZJaSnLln1JZWUlgYGBRMdEsX3XDvoMGEB6lzT69e3LtIen0qxFMwCiI6OZO2cuO7ZvxWTS0bljF+ZMf5dufdIB8LhcOD0OQgyBNGnQiO/WrEPj4j1wl8tFlcNBgMFAQmwYy774go8/XkiwJRSr5mH58q+x2q1ePNrVR2agEX7nepyBZsWyFRw7dozJD0/2dim/mL/OQOPxeJg9ezZZp08z7eGH+XDePHJyc5k2dRqnMk9Rr3497A4nleVlrPx2JfnWfJ6a9gyrlq9m666N9O7bl3Zt2jBjxgyS6tXj5ptu5PXpr2MJtTBy5EjyCvJYvXolPXv2uTTH7Ndff82ECRPIzs7mrbfeIioqirvvvhuLxUJmZiYzZ84kIbk+QwffgsNhZ8ZbM3npry9iMhkpLCzk6NGj5J7NZfeu3dwx8g5atW1FeXk5GzZsoH///uzbt49GDVN5a8YMNAWmTHmI8+fO897s93jsiceuydlhTc9AI2Eo/M71GIZ5eXnoFB2RUZHeLuUX89cw9HUrV67kTG4Od02Y6O1S/icyHZsQgujoaG+XIGqJXr17I4t1/ZyEoRBC+BGDXj72r0Q60AghhPB7EoZCCOEDCgrz/us2xUXFVDkc16Aa/yPny8LvaJpWa5ad8WVmsxl/7J/n8XiY/8F8srPPMGnyZD5ZsoisrGzuvvde8nPPs3HTRlweF4899hhfffEV23Zso1N6B1566UXuuet+wsLC2LNnD7fceiuJcXF8u/xbsrKzGDN+DC8//zLlVit/f/llkuoleftHrVUkDIXfMZlMzJ8/n23btnm7lF/MaDTidrtxu93eLuUXKywsxKD3vz86Dnx/gAN7D9Crby927tjJiYwT1G/ckH++9RbhgWFYq6y4NTd79uxh+TfL6d6jO7GxSdRLaUz9lBQCg4IoKCpg2Rdf0aVzOtu2b6Nx82asX7+BBqkNsTscBIfUzt653iRhKPzOqNtGMffDuRfnCL1OHDhwgMjISGJjY71dyi9mNpu5a/xdmM1mb5dyTZ3Lz6d3394MvGUg8+fMZ+Ctg+nWuSuPPPIIAQEBDBwykOKyckrLSrn9jtEs/fhjWrVuTYf2HejRsydvvjaDDdvWEagPRNetC70HdKZXt5v46suvaNSwAXFJkUTUqR2zvvgSCUPhdyZNncSkqZO8Xcb/JCUlhUmTJjFt2jRvlyL+i4Yp9Xjhzy+wZ99eevXuzfwPPmDxokXc0PIGSvJKcDpcVNmKKCuwkl9aRFlhGYX5+Rw/foQ333iTgpJCGjVuSGl+GU6HE6dNj91ux2F3EBgYxLv//ICEmAYk10v29o9aq0gYCnEd0DRNlk66TjRs2JB7/3AveXl5tG/XDrfDQVFxMQMGDKAgv4DwiHCcrgTsFQ4OHTtKYmwi6WnphISGYLfZiYiI4NChw9Svl0JSvSQcDgcWi4WhI4YSHByMqlNr7SQG3iRhKIQQ1SwtLe3S4x49e156nJT8Y6eXEAiHuB/mmgVo07rNpceNGzf+WZtxcXEA3HjTjdVcrQAZWiGEEEJIGAohhBAShkIIIfyehKEQQgi/J2EohBDC70kYCiHEr6RpGiaTydtl+AVVVWt0ej8ZWiGEEL+SqldZs2YNOp2cV9S0M2fO0KxZsxprX8JQCCF+pfY3tOfjpR/zzTffeLsUv9CyWcsaa1vCUAghfqU58+fw1jtvebuMX+S+h+6jsqSSObPnoFevz4/+kJCQGmv7+jwiQgjhA8wBZswB18dE5CFqCO4AN1FRUSgo3i7H58iFbiGE8AMejwc05eK/4mckDIUQwg+UV9owGQzoFPnYvxI5KkII4QdUnQ6TqqBQc8MTrmdyz1AIIfyAw+VC0ZnxoMhZ0BXIMRFCCH+g6Ah02tHV4MD165mEoRBC+AFF82AzBeGRCQKuSI6KEEL4AU3RYbJVoEhv0iuSMBTiOqAoisyBKX4TRfPgCgwGOTO8IjkqQviwyopKFi1cREVFBRs2rGfH1u3eLklcrxQdiq0S5MzwiiQMhfBlOh1vv/8+BQUFfPbZ52zavtnbFYnrlaahM5lBkdlnrkTCUAgfFhQYwITRY0FRSEhpwOjRd3q7JHG9UsDu9sgow6uQMBTCxw267VYa1G/E8BE3ER0V6e1yxHVMp6og85JekQy6F8LHRYSE8PiD99CscyeZSkv8ahoQ4HKgw4OcB/2chKEQv8CwW4exftN6nE6nV/bvcTnRFB2qqnpl/z+KCI9g1sxZ9L+pv1frEP87RdNwGMxoik7ODa9AwlCI/8Lj8bBh8waaNm1KamqqV2pQfuj0oHl59pCPP/6YfQf2SRhejxQFpcoKmgfkCsPPSBgK8Qs4nU4mTZrEyJEjvV2KV61fv16WALqOudxGNE2RDqVXIH8eCPELKIqCzWbzdhleJ0F4/XJZbQSGBaHoJAmvRMJQCCH8gEOxoSF/zFyNhKEQv1FN3cf7b+3+lv16+96j8AZZyfA/kTAU4ldyu9289dZb9OjRg759+3I66/Qv+r7tu3fzySefXPV1u90OwLwP57Fn956fvX7kyBE6tO9Av3792LPn569fjdVqRUNj165dfP3117/4+0TtYPCY0CuK9CS9CulAI8Sv9P2B7zl+9Dhr1qxh//79TH91OpOmTiIoOBhVUbDZ7ezfv59Tp04xYMAA6jesz5zZczh84BjtO7Rhy5YtZBzLoEOnDqxatYqYmLq07diBJx55hB49etCnTx9iYmI4dOgQa9asoWvXrrRp04bKykp+d9vvePjxh6mwWjl48CDNmzdnz549JCQksGnDJi4UXGDsmLE4HA4WLFhAdJ1oPvv8M5IaJDF+3ESaRkRQUVHB3LlzsYSHc+cdd7Bm1WoOHz1C9+7dadWqlbcPr6hmTp0dt6ahIcPur0TCUIhfqdxqo0WLFuj1epo3b45qVlm/cQP1GjTEo2kUnjtHWFgYAAsXLqT1Da3JPJmJy1GFXq/n/fdnE5+QQFrnNAwGAzt378CtQWBQIEFBQaxYsYLExEROnDqFyWBA98NqA3q9ngWLFnDo+GGG3nYbh/bvo1mzZixYsIB+/fqxeMFiGjRtwLIvlnGh4AKlFaXERseiN+gxGo2cyMggPy+PwqJCyirKOHjwIHGJCbw6/TW6dO3Mu++9yyt/fwWz0ezNwytqgFwmvToJQyF+JZezisKiIgCqqqrQNA2DohJoMKAaDZToVU6dOsXGjRsJCQlBVVSeevIpvj96iOzMo4RHWJg09UEcZXa2bNxCdu5penbuSZ/evfndqFHMnzef/Lx8TEYj06ZMubRfj8dDz249uef+e6hyudi/bTc6nQ6TyYSqqgz/3XA69+jCkg8WczbvLK+88goAp89kMezGARS6PGQczyDv/AVe+fvf2bp1Kzu2badRakOeeuIp/u+Pf0KTOyi1jsFjlsuk/4H8jxfiV2rSoDEZx04yY8YM7r//fupGxtCwYTJzZs/mo7kLKCsv4+jBo3Tt2pWggCCaNWvGX57/C0s/WoTLqeJyONE73WSePoUpBYLwAAAXfElEQVSljoWOndvhcrs4X1jEnFlzqCivICo6iiqHg7+/+ir79u0DwOVyER4eTpMmTUhJSuLEyQxeeOkFcs/mAhfD0uF04/FoJCYn8qe//Invvv0Oc0AA7y9ZRM6ZbCzhFsIjI3nllVdYsnQpXdM64LLZcbncOBw2XB4ZRlL7aLh+uEwqfk7ODIX4leIS4njo4QfZsH4DPXr0IDMjG5cH2nVoh0kx07dfX1Lrp7Lv+32MHj2aNu3aUFhSSGhQKGnpabRo1hxLqIXWbdpw9OhRzKYA0rukk9y4Icf2HaR76+7E1I2hefPmrF279tJ+GzRowJBhQwAIDQ3ljrF3cCLjBBMnTKRJkybY7XYsljBuHnQTsXGxLFiwAIChQ4eyfv16Uhs0wNysGSEWC4sWLqRb167c0CmNO3V6VJ2OUXeMItAU6JVjKoS3KJr0sRbiP/J4PERERDB9+nTGjx9/1e1KSkpRFR0hYSHXsLprKyUlhXvvvZcnnnjC26WI/1HfgT1JSWjMu++84+1SfJKcGQpRTSyWMG+XIMRVBbiCL10mlfuGPyf3DIUQwk9ICF6dhKEQQvgBm74CVXqTXpWEoRBC+IF/v0wqfk7CUIhfQNM09Hq5xa4oisxrKmol+e0W4hcIDAjkvvvu49FHH/V2KV51/vx5zCaZmeZ6VKkrp6Gscn9VEoZC/Bc6nY7HH32cLdu3+P16fkEBQfTp1cfbZYhfwVHoxpVq8HYZPkvCUIhfYMrDU5jClP++oRC+KtDk7Qp8mtwzFEIIP2BwgU4vH/lXI0dGCCH8gMtcCXb/vsz/n0gYCiGEH9BcQd4uwadJGAohhB9QqzxoZvnIvxo5MkII4QecqhusDm+X4bMkDIUQwg+YwowyxvA/kDAUQgg/YC+tRAmS4RVXI2EohBB+wKwPo6rS7e0yfJaEoRBC+AO10tsV+DQJQyGE8AN2hwtToOrtMnyWhKEQQvgBkxqGxy6XSa9GwlAIIfyAolqlN+l/IGEohBB+oLikALMl1Ntl+CwJQyGE8AMGTxAud5W3y/BZEoZCCOEHFBTQNG+X4bMkDIUQwg/YPBWEarKE7dVIGAohhB8I0Adh88hK91cjYSiEEP7Ao+AyW71dhc+SMBRCCD9g81QQ7JBB91cjYSiEEH4gQA3CqpcwvBoJQyGE8AeagqKTYfdXI2EohBB+wO4pR6uU3qRXI2EohBB+wKwLhmCbt8vwWRKGQgjhFxRcDhl0fzUShkII4QdsngrCZND9VUkYCiGEHzCbgrC5ZdD91UgYCiGEH9Chk0H3/4GEoRBC+IHikiLCAiO8XYbPkjAUQgg/oCgeXFVOb5fhsyQMhRDCD3g0DcXt8nYZPkvCUAgh/IDRE4YSHOLtMnyWhKEQQvgBt1qB2yodaK5GwlAIIfyAW/NgVuUj/2rkyAghhB/QPB7sehl0fzUShkII4QeMagBaVZW3y/BZEoZCCOEPND0BqqxneDUShkIIUYtpmoZH81DlLsOu6tE8Hm+X5JMkDIUQoharsFbw/EvPk59fxDdLP+WjpQu8XZJPkjAUQohaLMAcwIXsC5SXl7Pr+70ER4Z5uySfJGEohBC1mF7Vc+e4OzEHBtDhhrbclNbP2yX5JOlnK4QQtVx6Wjq9enSn/4ABmALN3i7HJymapsnSx0IIUcvt278PS4iFevXrebsUnyRhKIQQ1cTlcuP20cmw9XoDLrcLaslHvqIoGAwGFEWplvbkMqkQQlQDp9NFnz792Lx5Ax4ZvlDjQkNC+WD+BwweMrha2pMwFEKIauByOdm5cxtDhw4lNTXV2+XUeq+//jrZOdnV1p6EoRBCVBOXy8W9995Lv37SY7OmzZ07l+q8yydDK4QQopooioJVlkm6Jqq7u4uEoRBCCL8nYSiEEDUoKyuLgbfcwsCbB7Jw8ULefe/dq2775ZdfkZ19+X2wc2fPseCD3zaFWnbuWebOnn/F186cPcvSTz/9Te3/Gh48vDNrJtu3befrb7+95vv/KblnKIQQNej8+fO0bdOSJ598BrfHw+msLEpLS8k4noHL7SItLY2SkhJ2797Nxo3rSU1tBMCCxQvYsmELY+8cy84du4hNiKVly5ZERkayc8dOVL1KmzZtUBQFu93OwYMHCQgMACDvQh5NmzZl44YN7Dt4kAljxtK5SzoA27dvx26307lzZwwGA9bKSnbt3EWExUKrVq2IjIxk8+bNmEwmGjVsxAMPPsAdY+6gcf1U6jdqwOnTp0lISKC4qJigkCB2bN9BWFgYrVu35syZM2RkZNChUydcDgeZJzOxV9lIS09H1alYbTb27N6Nx+MhPT2NU0eOEFs3jpzz57z2/vxIwlAIIWqQ0WRi//bdTP/HdHr36cNHCz6kW9duzH9/PuHR4WgejU1bNnHs+DEKLlxA/8MCvIcOHGLPnj307dOXnJxc3n3vXbp07kLL1q1Y+NECPFUeJv5+Ip06deLw4cPcc/c9TJk2BaPJyKbNW6m3dy9VVis7tm/nhmYtOHroKIOHDubv/3gNnaaRfTKbMRPHoFf1HD5wiIryMlatWsXAgQOZM2cOer2eQQMHcfTIUXbs3Ml3X63ikece5sknnuDRxx7ju5XfkVI/hRUrVmA0GnnggQf4cN6HuHGzZ/9+4qJj+GTxUnQBBqaoCl3SulBhtbJuwwYOfL+fgMAwMIZcvPfn9v7YR7lMKoQQNUjzeAiIiqBps6YEBweh0+nQG/RMmjaJKQ9PYe+uveQX5PPerPfo07c/TqcTgCHDbmXU6FF069qNZk0b8/bMmRgDzKxZtZqM4xlknMzg4MGDANhsNm4dcivjxo4DDxTk53MmO5se3Xtw3wMT6NO/D6qq8tVXX/Hyyy8xb9489u7bC4DLU0nbjq2YMWMGqk7h82WfcPbsWU6ePIm1ysYtA2/i/6Y9TP/BNzJv5mxuaN6KDes2EBcfx9bNWykoKCAzM5MV333H1h3bOX/+PGtWf4fdaefeyQ/y7DP/R+bxTACCgsyUFBdRWlLKqexMdDrQoaDoDd55c/6NnBkKIUQNclRV0bJRG4YOG0p+fj6VlZUAqHoVNwqqqgIKX339FRnHMujbty8AoZqeA/u/50S7jqh6PVU2O26niwYN6qPTdDRp3oSePXoC4Ha7URSFKoeDI8eP071rVwoLC7HZqti94xAJ0Sk4XW5SmzZgxTffYDabadSkIQAaRs5knmPN6tVU2uy0bdGeiPBoGqY0oGevXmzauJHvtm4ipV49npz2GDNmzuCtt//J/z3zDOUVZcSnxFM/qT7NmjenpKiIpk2bUr9BfY4cPgJuF3arFXulHYDdO3YTGhpKx/YdCTDYwWHFA7gdFdf8ffkpOTMUQogaFJ+QSHqfNsDF5ZQGDhxI48aNqVevHtF1wunYqSPDho9gxTcraNWyFdHR0Re/r3FjIqOiKCouokevHgQGBdGmXTtuvvFmjGYjmzZuoqysDICkpCS6dOmCyWikaWoqx48fp2nTpnRM70hQYAD5F/Lp1a83I0YP40xONvu/38+o8b8DIDoikrS0Tnz62WfcOW4sI0eOpry4nE2bN1NptTJkyBAO7j9EeHg4jzz2MI1SU+nVpzfx8fGMHvs7ck7nsHXbNiwREaSlpbF161aOHT1G27ZtSUlJITYujg7pHQBo164dHo+HqsoqkuvfQJd+fUltlEr7jq298M5cTuYmFUKIamCz2QgLC2PJkiXceuut3i6n1ouNjeWpp55i0qRJ1dKenBkKIYTwexKGQggh/J6EoRBCCL8nYSiEELXAqVOnKCktqdY2y8rKKC4qrtY2fZWEoRBCXMd2792N0+nkwIEDFBYXVmvb61evZ+GipdXapq+SMBRCiBpUUV7B1KlTmThxItlncpg09RGGDh3KwYMH+fSzRdw+6k4mTX4Qu7OKhx97mtGjRgHwl7/8hREjRpCdnU1GRgbDhw/n5Zdf5quvviI3N5cNG9bx7nuzGD5sOFOnTiXIEMTubbv4+quvKa0oZ8miT1i58ltGjBjBzFkzAaiqquL1118H4JNFS8g7e56srCy++eYbAGbOnMns2bO57bbb+HDRxxiMRgwGlU+XfsqF8xdYumQReXnnee/99xkxYgR79u5l69bNDBs2jE8XXvv5TauTDLoXQogatH7lNuLiYnjkkUfYtm0bLZqmMmbU7cx6fxaRdepw66CBlFdWsG71WmzWUn5/773s3LGT/MIiOnXuzOx3Z4HLxKTJD9KieUvem/c+DRs0IDf3HOHhdRg38S5G3XYbX375JXH1YjmTcRSny0lOTjaHDpbRq2cfNq7dSJ9efWjYsCFFZWVs37WLjVs3ccuwwRhtNj77fAmhlnDs9ir69e2H0Wxk15ZtdEnrglFVOXrkGDfccAM5uefYvn0n3x88SPdevZjz3jzadWhHesd0uvTq4u1D/ZvImaEQQtQgh6GcJk2aEx8fj8PhoGOHDjRt0pRgczARdaJo274dyXHxGPVGRo0ezYoVK8g4nkFudjb558+TlFQfcx2VVi1bExkZSWiQBQBF1Qg0BVInPJzk5GQUl0KjpOaUl5WxZ/8eWrVuRX5JAUeOHaZe/XqEh4ejKAotmrVk8YKFdOzUGZPBhCXUQscO3fhgzlzSOnZi5Tcr2bZtO2UlFSiKgk5V0AVomMwm9AY9lRWV5GZlcyYri6ZNUrn11luwVdlY+d1KLx/p30bCUAghalDzZs2ZM2cOd911F/Xrp/DUU48x6o7RdOrSGb2iw+1woDcaOHfhHPNmz2Hv3l10Su9EUnIS58+fJy4pjiZNmjJq1Cimvz6duDox3Pf7+3j7tbcJj7CQX3CBhx95GEVVwFxF23YdOXnyJJ06daJHWnfy8/NR9SpmsxmArp3T+P7wYTp3Tb9UY9v2bTiReYJmzZuR58ojvyAfVVXRNA2j0URyQjITxk9g9nuzadO2DW3bt+XChQsEW0L45PPP2bt3L4V51Xu/8lqTGWiEEKIa/KcZaPLz86mqqiIuLpYLFy7gcrlJTEzEZrNhMBjQNA2n00lhYSF6vUpsbBwFBQVUVlZisVgIDQ0lJyeHgIAALGEWzp8/j17VExUThc1mo7y8HIvFgl6vR6fTUVZeRrglHIe9inMXzmMwGKhbty46nY7snFzeeWcmzzz1FOaAi0s+ud3uS22UW8spyi8iJCSE4KBgNDR0OpXz586hN+iJjY292Mu0uJjg4GAURaGiooLo6OhLgXstVPcMNHLPUAghalhUVNSlx7GxcZceB/wQRgAGg4HAwMBLzyMjI4mMjLz0PDEx8dLjhMSES4+Dg4MJDg6+bH/hlnAAjGYTycnJl73mslfRv3ffS0EIoKoqFsvFy68hgSGEJIf87GdITPrX/kNDQwkNDb30PCIi4mfbX28kDIUQwo/Ub1if+g3re7sMnyP3DIUQQvg9CUMhhBB+T8JQCCGqkV4vd5+uBUVRqrU9edeEEKKaaJrG6dOnOXbsmLdLqfWcTifVORhCwlAIIaqBqlOJqxvHAw884O1S/Ead8DrV1paMMxRCiOqgweZNmzl7/uzFpz/5aP2tl/V+a3sPPPAA/fr1Y8iQIT9rr7ovOV4LBtVAt27dqBNVPYEoYSiEEH4gJSWFyZMnM3XqVG+X4pOkA40QQvgBTdNwOBzeLsNnSRgKIYTwexKGQggh/J6EoRBCCL8nYSiEEMLvSRgKIYTwexKGQggh/J6EoRBCCL8nYSiEEMLvSRgKIYTwexKGQggh/J6EoRBCCL8nYSiEEMLvSRgKIYTwexKGQggh/J6EoRBCCL8nYSiEEMLvSRgKIYTwexKGQggh/J6EoRBC+AFFUVBV1dtl+CwJQyGEqMVKS0oZMXQoubm5TJ/+Oq+89Hdvl+STJAyFEKIWCwoNoU5cAk6nk9zcHNqmtfd2ST5JwlAIIWoxvU7HnWPGYDSZ6NKtG13T071dkk/Se7sAIYQQNatzh3b0HtCd4TeNxGQyebscn6RomqZ5uwghhBA1KyMzk9ioaIJDgr1dik+SM0MhhLgG3pz+JoeOHsJb5x96VcWjaXg8Hq/s/79RFIWuaV25c/yd3tm/nBkKIUTN8ng8xMXGkZefR0BAgLfL8UlWq5XURqkcO37MK/uXM0MhhLgGbHYbc+fOZezYsd4uxSdNnz6dv/3tb17bv/QmFUKIa0BRFK9dIr1eKIritX1LGAohhPB7EoZCCOElFRUVLF68mA8++IDMzMwa3VdhYSF79uy57Gs2m43vDx649Hzblm18+OGHrF69+n9uv8pRxfoN639znd4iYSiEEF6SkZHBm2++ydmzZ7HZbDWyjxOnTrB27VrcbjcVFRWXvZaXl8fcmTMB0IB3/vkOR44coaio6Be3X1xaypp169DQKCsrq87SrynpQCOEEF7i8XhIS0vj/vvvx2Aw8OdnnmHQ4IF8f+Q4WVmnWLd2Hampqbzx5pv89cUXWbduHXfffTdJiUm89vfXsLureP+998g8ncnzzz1Peno6EydO5NFpj3Kh4ALPP/8877w3i7Wr1/Di8y8SaA5k2bJlvP3227Ro1YJ7770X1WxGQ0NBITo6mrFjx5KcnMz06dMZNnwIGRmnCI0JYfGcj9mxYxe3jRzB7++9lwfu+QM5F3K4oW1rPpr/EX98+mkqKipwDHBwz933kHkqkxdeepnCCxeY9/48XDo3c+bNJio8ytuH/YrkzFAIIbzEZDLx5ZdfMnnyZIqKimjaui3PPf8qw2+7jePHjzP/o/l06NCB9+fPJzTEwrJlyzhw4AAHDhyg/4D+PPHUY3z9xdcs/mgxffr0ITs7m+XLlxNdN5r58+fz5RdfMum+e3lo0mTSOqWRcTyDjh07MnzECFweyMnOQfUEongudly5kJ/P5MmTmT17NgVn89BXOSktKaH0bD652WdZtOAzTmZmsuq7lXTr24PPP/ucCePv4r7772fixIkcPnyYJYuWcPPNNzN33lyWfLyQgsJCRo27g3vvu59N6zZ5+YhfnYShEEJ4ic1mY8yYMcydO5f4+HiMRgM6nRt7ZSVGg5GwsDACzAE4KipIqJdAUFAgBpOesIhwGjVpRLAlCACPR8PhctGpUyfqJdcjOT4Zs9lMaFgoep0Og9GIwWBAURS+W72ao0eP4qyqQkODwFLQXbxMmpiYyJIlS/jDH/6ADj3lHo1Sewmqw0SdpAgiY0OJCAsHdxUqekwmEwZVxeNwYzAY0Ol0OB1OouNjsVjCCDGFYDQaSUpKok5YmHcP9n8hYSiEEF4SGhrKggUL6NWrF2/NfIs9e3YxfuJ4Zs+ejc1m4+Ybb2bLxi2MHz+e75atoGfPXqSmNiYyPAKPzUGgyUJgYCDDRg5j65YtfH/wIOagQMxmE4qiEBAQQExiEgsWLGDV6lVYwi0oKuzft4/ysiLMRjMmwn64TApGvR673Q5A5/7dGT9uPAtmLUQfZSZIDULRwGgw0rpjGss+/Zy+/ftjraxk787tvPHGG1gsFoaNGMbfXnyJQbcM5uZBN2MwGNAbDNgBow/Piyoz0AghRA3zeDxERETw+uuvM27cuMteczqduN1uVL2KqlPR6XS4XC7uvPNO/vnPfxIWFoaqqrjdbpxOJ2azGQBN0y4bl2e321EUBaPRCPxrXKOiKDidTnQ63Q+L+2pUVTlQVRW9Xn9ZOz9ts6qqClWnojf8a7sf//2xHpPJhMfjwePxoNfrL+3P4/FgMpku+74f67qS6dOn88orr5Cbm1ttx/1/IR1ohBDCiwwGAwaD4bKv6fV6JkyYQGho6KXV6VVVvWyl+p+Gyo8h+e9+3Oby9pXLVq7493Z+2uaVtvvx33+v56e1/fv+fvp9vkrCUAghfNCAAQO8XYJfkXuGQggh/J6EoRBCCL8nYSiEEMLvSRgKIcQ1oGmarGX4H5jNZq+u6iEdaIQQ4hrQ6/XMmTOHnTt3ersUn7Rr1y70eu9FkoShEELUMJ1OR8+uPfnqm6/49ttvvV2OTzIajYwcPtJr+5dB90IIcQ1oHg2X2+XtMnzaj4P2veH/ARQ/E08oT0QoAAAAAElFTkSuQmCC)
Maths-General
Maths-
Determine whether a linear , quadratic or exponential function best models the data . Then use regression to find the function that models the data ?
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)
Determine whether a linear , quadratic or exponential function best models the data . Then use regression to find the function that models the data ?
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)
Maths-General
Maths-
Suppose that Y= 3 and Z= 16. Solve for the unknown value in the equation
Round to the nearest tenth if necessary.
Suppose that Y= 3 and Z= 16. Solve for the unknown value in the equation
Round to the nearest tenth if necessary.
Maths-General
Maths-
Derek is hang gliding on a clear day at an altitude of a feet. His visibility, v, is 67.1 mi. Use the formula v 1.225√a to find the altitude at which Derek is hang gliding
Derek is hang gliding on a clear day at an altitude of a feet. His visibility, v, is 67.1 mi. Use the formula v 1.225√a to find the altitude at which Derek is hang gliding
Maths-General
Maths-
Big Ben’s pendulum takes 4s to swing back and forth. The formula t = 2The formula The formula t=2π√(L/32) gives the swing time, t, in seconds, based on the length of the pendulum, L, in feet. What is the minimum length necessary to build a clock with a pendulum that takes longer than
Big ben’s pendulum to swing back and forth?
Big Ben’s pendulum takes 4s to swing back and forth. The formula t = 2The formula The formula t=2π√(L/32) gives the swing time, t, in seconds, based on the length of the pendulum, L, in feet. What is the minimum length necessary to build a clock with a pendulum that takes longer than
Big ben’s pendulum to swing back and forth?
Maths-General
Maths-
The half life of a certain type of soft drink is 5h. If you drink 50mL of this drink, the formula
tells the amount of drink left in your system after t hours. How much of the soft drink will be left in your system after 16 hours?
The half life of a certain type of soft drink is 5h. If you drink 50mL of this drink, the formula
tells the amount of drink left in your system after t hours. How much of the soft drink will be left in your system after 16 hours?
Maths-General
Maths-
Specialists can determine the speed a vehicle was travelling from the length of its skid marks, d,mand coefficient of friction, f. The formula for calculating the speed, s, is s = 15.9 √df. Rewritethe formula to solve for the length of the skid marks
Specialists can determine the speed a vehicle was travelling from the length of its skid marks, d,mand coefficient of friction, f. The formula for calculating the speed, s, is s = 15.9 √df. Rewritethe formula to solve for the length of the skid marks
Maths-General
Maths-
Solve using the formula BSA = ![square root of fraction numerator H cross times M over denominator 3600 end fraction end root](data:image/png;base64,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)
A sports medicine specialist determines that a hot-weather training strategy is appropriate for a165 cm tall individual whose BSA is less than 2.0. To the nearest hundredth, what can the mass of the individual be for the training strategy to be appropriate
Solve using the formula BSA = ![square root of fraction numerator H cross times M over denominator 3600 end fraction end root](data:image/png;base64,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)
A sports medicine specialist determines that a hot-weather training strategy is appropriate for a165 cm tall individual whose BSA is less than 2.0. To the nearest hundredth, what can the mass of the individual be for the training strategy to be appropriate
Maths-General
Maths-
Solve the radical equation
Check for extraneous solutions
Solve the radical equation
Check for extraneous solutions
Maths-General
Maths-
What are the solutions to the equation ![open parentheses x squared plus 5 x plus 5 close parentheses to the power of 5 over 2 end exponent equals 1](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAIcAAAAhCAYAAADzorj5AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAABGJhU0UAAAAfTSyfawAAAnRJREFUeNrtm88rRFEUx2+TZiHZTJLsJFlIShaSbCQLK2UxC0lKkiR7KxtZWNlaWSjJQpKShSQbycJCyr9gYaVpinN6h8a4837Mu/fOfXw/9S3mx3Pu+XHvefc+SgFf+NAIgO/kAADJAZInR4n0QJqDO0A1OdIg6ZI0C3cAHQXSI9wAdORJz3ADqKaVtIe+A1Q3pGXSLakIdwAAAADAcJ+RRAAA8M+mRz4buCF1wyWgGj4bWCbdwxV/r8A4sFsGrvOOWP9gS3yb2QLrV8HuXFrGSFfIh1/ciI8zWWBs/EDKa3TIdboc3/b5ejtaCR/FX3tYYD2kDRU8R6JlQIKa9o+cSoLYCoKvvUJcriVJGlVgOvZJi2Hj2CatpJwxzlRwomjLuR+eBj2JXasRPZ3tAqtrHOekUc3rCzUGsynvfcGJ0etREOLa7dquYRU85WW6wKwmx5sKHjDRwV1ze8Xv86TdGOtuo2eOOHa7tisvvtZRb4GZ2nav+blyyJcmSTvy83hI5ruYvkviXHbkOqnFot227ColCLIXM0c54osX0kFzR1uw2N3HcUqTNHXcYT9FVFsSu13ZVcpaYx22rDBrMqh+l0bFYCLili+N3TbsCltWGlVskePlChup8R6/fiRTdNGz5AjbLEprtw27hi0sy9bjUOtWlu+1T0jNso7eGVhWTAahj/RiyW4bdq2IrzOVHLpNsDZpsCqdOiWbJo1IjmOpvJxoUgIwbclu03YxcTbBvEsO5rZibc7LoDs1nzsQB7hmRgX/y8HN8yvpkDSkWdNd2x3HLqWSbZ+7TorIHsXUwRvQk/TgzTuWlJkje/C7p1vMmtGfVPT1Q3VFAZ0AAAEFdEVYdE1hdGhNTAA8bWF0aCB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMTk5OC9NYXRoL01hdGhNTCI+PG1zdXA+PG1mZW5jZWQgc2VwYXJhdG9ycz0ifCI+PG1yb3c+PG1zdXA+PG1pPng8L21pPjxtbj4yPC9tbj48L21zdXA+PG1vPis8L21vPjxtbj41PC9tbj48bWk+eDwvbWk+PG1vPis8L21vPjxtbj41PC9tbj48L21yb3c+PC9tZmVuY2VkPjxtZnJhYz48bW4+NTwvbW4+PG1uPjI8L21uPjwvbWZyYWM+PC9tc3VwPjxtbz49PC9tbz48bW4+MTwvbW4+PC9tYXRoPs4A8Z8AAAAASUVORK5CYII=)
What are the solutions to the equation ![open parentheses x squared plus 5 x plus 5 close parentheses to the power of 5 over 2 end exponent equals 1](data:image/png;base64,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)
Maths-General
Maths-
Solve the radical equation
. Identify any extraneous solutions
Solve the radical equation
. Identify any extraneous solutions
Maths-General
Maths-
Solve the radical equation
. Identify any extraneous solutions
Solve the radical equation
. Identify any extraneous solutions
Maths-General