diff --git a/chapters/14/1/Properties_of_the_Mean.ipynb b/chapters/14/1/Properties_of_the_Mean.ipynb index 139282aa9..784a383b2 100644 --- a/chapters/14/1/Properties_of_the_Mean.ipynb +++ b/chapters/14/1/Properties_of_the_Mean.ipynb @@ -277,7 +277,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'not symmetric' on the x-axis and 'Percent per unit' on the y-axis. Three bars are visible. The first is centered at 2 with a height of about 25. The second is centered at 3 with a height of about 50. The last bar is centered at 9 with a height of about 25." ] }, "metadata": {}, @@ -315,7 +315,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "The same histogram as above has been reproduced. Along the bottom of the graph a gray line is shown with a triangle underneath just to the right of x=4. The previous histogram description was: Histogram with 'not symmetric' on the x-axis and 'Percent per unit' on the y-axis. Three bars are visible. The first is centered at 2 with a height of about 25. The second is centered at 3 with a height of about 50. The last bar is centered at 9 with a height of about 25." ] }, "metadata": {}, @@ -365,7 +365,7 @@ "data": { "image/png": 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PzJ8/H9HR0ejXrx8EQUBhYSFu374NDw8PbN68GZs3bzZ9RxAEpKenWyQ4ERGRFJKL7vLlyxAEAa6urgBgOh/XuXNnuLq6oq6uDj/++KPZd5R4bx0REdkWyUWXl5dnyRxEREQWIfkcHRERkS1i0RERkaKx6IiISNFYdEREpGgsOiIiUjQWHRERKZrkohsyZAi++uqrZucfOXIEQ4YMkSUUERGRXCQX3S+//AKDwdDsfIPBYHoZqxQbN27Eiy++iD59+sDDwwMhISG4ePGi2TKiKCIuLg5eXl5wcXFBQEAALl26JHkdRERErTp02dKTTgoKCuDs7Cx5rBMnTmD+/Pk4evQoDh48iI4dO2LatGmorKw0LZOUlITk5GTEx8cjMzMTarUa06dPR3V1dWtiExHRY6zFJ6OkpaXhk08+MX1OSEhAampqk+V0Oh0uXryISZMmSV5xRkaG2eetW7fCzc0NOTk5ePnllyGKIlJSUhAREYHAwEAAQEpKCrRaLfbv34958+ZJXhcRET2+Wiw6g8GAkpIS0+eqqio0NjaaLSMIArp06YK5c+ciOjr6oYPo9Xo0NjZCpVIBAIqLi1FSUgJ/f3/TMg4ODhgzZgxyc3NZdEREJEmLRbdgwQIsWLAAAODj44N169Zh8uTJFgkSHR2NwYMHY8SIEQBgKli1Wm22nFqtbvG9ePn5+bJl0hvqWzwv+bDkHrPB2GCRnHKzVE65x9Qb9LL+PbIlj+vPbSncnm2n1WrbPIbkhzpfuHChzStrzl//+lfk5OTgyJEjsLOzM5v32/OCoii2eK5Qjo1yzw8/FcPR0VG28YBf/6Ms95gd7TrKPqYlWCKnJbank6MTtFp3Wce0Bfn5+bL++/O44/ZsPyQX3T3V1dW4du0aKisrIYpik/ljx45t1XgxMTHIyMjAF198gb59+5qmazQaAEBpaanp1UAAUFZW1mQvj4iIqDmSi66yshJRUVH49NNPYTQam8y/t6dVUVEheeVRUVHIyMjAoUOH0L9/f7N57u7u0Gg0yMrKwnPPPQcAqK2txalTpxAbGyt5HURE9HiTXHTLli3DoUOHsGDBAowdO9Z00cjDWrlyJfbu3YuPP/4YKpXKdE7O0dERTk5OEAQB4eHhSExMhFarhaenJxISEuDo6Ijg4OA2rZuIiB4fkovum2++waJFi7B27VpZVrx9+3YAMN06cE9UVBRiYmIAAEuXLkVNTQ0iIyOh0+ng5+eHjIyMVt2vR0REjzfJRdepUyd4eHjItmKdTvfAZQRBQExMjKn4iIiIWkvyk1ECAwNx7NgxS2YhIiKSneSie+ONN3Dr1i289tprOHPmDG7duoXbt283+UNERNSeSD506efnB0EQcP78eaSnpze7XGuuuiQiIrI0yUX35ptvtnijNhERUXskueh4QQgREdmih3rDuNFoREVFBRoaGuTOQ0REJKtWFd25c+cwbdo09OrVC56ensjOzgYAlJeX449//CP+9a9/WSQkERHRw5JcdKdPn8bkyZNx5coVzJo1y+w5lz169IBer8dHH31kkZBEREQPS3LRvfPOO/Dw8EBubi5WrVrVZP4LL7yA7777TtZwREREbSW56M6dO4c//elPsLe3v+/Vl7179zZ7SSsREVF7ILnoOnTogA4dml+8pKQEDg4OsoQiIiKSi+Si8/X1xZEjR+47r76+Hvv27TO9HZyIiKi9kFx0y5cvx7fffoslS5YgLy8PAHDr1i188803mDp1Kq5cuYIVK1ZYLCgREdHDkHzD+IsvvoitW7ciMjISaWlpAIDw8HCIoognn3wS27dvx/Dhwy0WlIiI6GFILjoACA4OxuTJk5GVlYWff/4ZjY2N6NevH8aPHw8nJydLZSQiInporSo6AOjSpQsCAgIskYWIiEh2ks/RffXVV4iMjGx2fmRkZLMXqxAREVmL5KJ77733cPfu3Wbn19bWIikpSZZQREREcpFcdBcvXoSvr2+z84cMGYLLly/LEoqIiEgukouuoaEBNTU1zc6vqalBXV2dLKGIiIjkIrnovL29cfDgQTQ2NjaZ19jYiIMHD8LLy0vWcERERG0luehee+01nD17FqGhoTh//jzq6upQV1eH8+fPY/bs2Th79iwWLVpkyaxEREStJvn2ghkzZuDKlSuIi4vDsWPHAACCIEAURQiCgKioKISEhFgsKBER0cNo1X10K1euRHBwML744gsUFRVBFEX069cPU6ZMQd++fS0UkYiI6OFJKrq6ujpkZGSgf//+8PPzwxtvvGHpXERERLKQdI6uc+fOWLp0qelhzkRERLZC8sUoWq2WL1YlIiKbI7no3nzzTWzbtg0//PCDJfMQERHJSvLFKN9++y3UajV+97vfYcSIEejXr1+TN4oLgoCEhATZQxIRET0syUW3c+dO0z/n5OQgJyenyTIsOiIiam8kF11lZaUlcxAREVmE5HN0REREtqjVRZeTk4P169cjMjISBQUFAACDwYCzZ8/izp07rRorOzsbs2bNwsCBA6FSqbBnzx6z+aIoIi4uDl5eXnBxcUFAQAAuXbrU2shERPQYk1x09fX1+NOf/oTJkycjLi4OO3bswPXr1wEAdnZ2CA4OxgcffNCqlRsMBnh7e2PdunVNLmwBgKSkJCQnJyM+Ph6ZmZlQq9WYPn06qqurW7UeIiJ6fEkuuri4OBw9ehQbNmzAmTNnIIqiaZ69vT2mTZuGw4cPt2rlEydOxKpVqxAYGIgOHcyjiKKIlJQUREREIDAwEN7e3khJSYFer8f+/ftbtR4iInp8SS66ffv24d///d8xf/58dO/evcl8rVaLoqIi2YIVFxejpKQE/v7+pmkODg4YM2YMcnNzZVsPEREpm+SrLm/fvo3Bgwc3O79z584wGAyyhAJgegqLWq02m65Wq3Hz5s1mv5efny9bBr2hXtaf6R65x2wwNlgkp9wslVPuMfUGvax/j2zJ4/pzWwq3Z9tptdo2jyG56DQaTYt7bGfPnoW7u3ubA/2WIAhmn++9Fqg5cmyUe374qRiOjo6yjQf8+h9lucfsaNdR9jEtwRI5LbE9nRydoNXK/3e5vcvPz5f135/HHbdn+yH50OXUqVPx4Ycfmq60BP63hA4fPox9+/YhKChItmAajQYAUFpaaja9rKysyV4eERFRcyQXXVRUFPr06YNx48YhLCwMgiBg48aN+P3vf485c+bA19cXS5culS2Yu7s7NBoNsrKyTNNqa2tx6tQpjBw5Urb1EBGRskkuOmdnZ3z99ddYvnw5bt++DXt7e+Tk5MBgMCAmJgZffPEF7O3tW7VyvV6PCxcu4MKFC2hsbMS1a9dw4cIFXL16FYIgIDw8HJs2bcLBgwdx8eJFLF68GI6OjggODm71D0pERI+nVr1h3N7eHitWrMCKFStkWfl///d/Y8qUKabPcXFxiIuLQ2hoKFJSUrB06VLU1NQgMjISOp0Ofn5+yMjIgLOzsyzrJyIi5Xtg0dXV1eGrr75CUVERunfvjkmTJsHFxUWWlb/wwgvQ6XTNzhcEATExMYiJiZFlfURE9PhpsehKSkowefJkXLlyxXSDeJcuXZCeno6xY8c+koBERERt0eI5unfffRdFRUVYvHgx9u7di7i4ONjb2+PNN998VPmIiIjapMU9uszMTISGhuLdd981TXvqqacQFhaG69evo3fv3hYPSERE1BYt7tGVlJQ0uZR/1KhREEUR165ds2gwIiIiObRYdEajscktA/c+19bWWi4VERGRTB541WVRURHOnj1r+nzvnXP5+flwcnJqsryfn5+M8YiIiNrmgUV379623/rtBSn3nkFZUVEhXzoiIqI2arHokpOTH1UOIiIii2ix6GbPnv2ochAREVmE5GddEhER2SIWHRERKRqLjoiIFI1FR0REisaiIyIiRWPRERGRorHoiIhI0Vh0RESkaCw6IiJSNBYdEREpGouOiIgUjUVHRESKxqIjIiJFY9EREZGiseiIiEjRWHRERKRoLDoiIlI0Fh0RESkai46IiBSNRUdERIrGoiMiIkVj0RERkaLZRNFt374dPj4+0Gg0GDduHE6ePGntSEREZCPafdFlZGQgOjoaK1aswLfffosRI0Zg5syZuHr1qrWjERGRDWj3RZecnIzZs2dj7ty5GDBgADZs2ACNRoOdO3daOxoREdmAdl109fX1OH/+PPz9/c2m+/v7Izc310qpiIjIlnS0doCWlJeXw2g0Qq1Wm01Xq9UoLS2973fy8/NlW39HoSOWzw+UbTxLedKpi+w5r1+rQW9XB1nHtEROS+goNMr698iWPK4/t6Vwe7adVqtt8xjtuujuEQTB7LMoik2m3SPHRrGk/Pz8dp/x+PEbWLbkO6SlTcDYsb2sHadFtrA9bQW3pby4PduPdn3oskePHrCzs2uy91ZWVtZkL4/kEx9/DlVV9YiLO2ftKEREbdaui65Tp07w9fVFVlaW2fSsrCyMHDnSSqmU7fjxG8jLKwMA5OWVIzv7hpUTERG1TbsuOgB4/fXXkZaWht27d+PHH39EVFQUbt26hXnz5lk7miL9ujf3/wCAe3VEpAjt/hxdUFAQKioqsGHDBpSUlGDgwIFIT0+Hm5ubtaMpzv/dm7vn3l5dez9XR0TUnHZfdAAQFhaGsLAwa8dQvP+7N3fPvb26Q4dYdERkm9r9oUt6NO63N3cPz9URkS2ziT06sryfftJhzJin73vbhiiKuHxZx8OXRGSTWHQEAJg/3xvz53tbOwYRkex46JKIiBSNRUdERIrGoiMiIkVj0RERkaKx6IiISNFYdEREpGgsOiIiUjQWHRERKRqLjoiIFI1FR0REiibodDrR2iGIiIgshXt0RESkaCw6IiJSNBYdEREpGouOiIgUjUVHRESKxqJ7BDZu3IgXX3wRffr0gYeHB0JCQnDx4kVrx1KExMREqFQqREZGWjuKzbp16xZee+01eHh4QKPRYOTIkThx4oS1Y9kco9GId999Fz4+PtBoNPDx8cG7776LhoYGa0ezCdnZ2Zg1axYGDhwIlUqFPXv2mM0XRRFxcXHw8vKCi4sLAgICcOnSJUljs+gegRMnTmD+/Pk4evQoDh48iI4dO2LatGmorKy0djSbdubMGaSmpmLQoEHWjmKzdDodJk2aBFEUkZ6ejtzcXKxfvx5qtdra0WzOpk2bsH37dsTHx+P06dNYt24dtm3bho0bN1o7mk0wGAzw9vbGunXr4ODg0GR+UlISkpOTER8fj8zMTKjVakyfPh3V1dUPHJv30VmBXq+Hm5sb9uzZg5dfftnacWxSVVUVxo0bh6SkJKxfvx7e3t7YsGGDtWPZnNjYWGRnZ+Po0aPWjmLzQkJC0K1bN7z//vumaa+99hoqKyuxd+9eKyazPb1798b69esxZ84cAL/uzXl5eWHBggVYuXIlAKCmpgZarRbvvPMO5s2b1+J43KOzAr1ej8bGRqhUKmtHsVkREREIDAzEuHHjrB3Fpn355Zfw8/PDvHnz4Onpieeffx4ffPABRJH//9tao0aNwokTJ/DTTz8BAC5fvozjx49jwoQJVk5m+4qLi1FSUgJ/f3/TNAcHB4wZMwa5ubkP/H5HS4aj+4uOjsbgwYMxYsQIa0exSampqSgsLMTWrVutHcXmFRUVYceOHVi8eDEiIiKQl5eHqKgoAMDChQutnM62REREQK/XY+TIkbCzs0NDQwNWrlyJsLAwa0ezeSUlJQDQ5JC6Wq3GzZs3H/h9Ft0j9te//hU5OTk4cuQI7OzsrB3H5uTn5yM2NhaHDx9Gp06drB3H5jU2NmLo0KFYvXo1AGDIkCEoLCzE9u3bWXStlJGRgX/84x/Yvn07vLy8kJeXh+joaLi5ueGVV16xdjxFEATB7LMoik2m3Q+L7hGKiYlBRkYGvvjiC/Tt29facWzS6dOnUV5ejtGjR5umGY1GnDx5Ejt37sSNGzfQuXNnKya0LRqNBgMGDDCb1r9/f1y7ds1KiWzXqlWrsGTJEsyYMQMAMGjQIFy9ehV///vfWXRtpNFoAAClpaVwdXU1TS8rK5N04RSL7hGJiopCRkYGDh06hP79+1s7js0KCAjA0KFDzaa9/vrr8PDwwPLly7mX10qjRo1CQaGXxOUAAAf3SURBVEGB2bSCggL06dPHSols1927d5scpbGzs0NjY6OVEimHu7s7NBoNsrKy8NxzzwEAamtrcerUKcTGxj7w+yy6R2DlypXYu3cvPv74Y6hUKtPxZkdHRzg5OVk5nW1RqVRNLuLp0qULunXrBm9vbyulsl2LFy/GxIkTkZCQgKCgIFy4cAEffPAB3nrrLWtHszkvvfQSNm3aBHd3d3h5eeHChQtITk7GrFmzrB3NJuj1ehQWFgL49ZD6tWvXcOHCBXTr1g19+vRBeHg4EhMTodVq4enpiYSEBDg6OiI4OPiBY/P2gkeguasro6KiEBMT84jTKE9AQABvL2iDo0ePIjY2FgUFBXB1dcWCBQuwaNEiSec+6H9VV1dj7dq1OHToEMrKyqDRaDBjxgy8+eabsLe3t3a8du/48eOYMmVKk+mhoaFISUmBKIpYt24ddu3aBZ1OBz8/PyQkJEj6H1wWHRERKRrvoyMiIkVj0RERkaKx6IiISNFYdEREpGgsOiIiUjQWHRERKRqLjugxtmfPHnz00Uet+k54eDgGDx5soURE8uN9dESPsYCAABiNRhw5ckTyd65cuYI7d+5gyJAhFkxGJB8+AoyIJKmrq0Pnzp3Rr18/a0chahUeuiS6j4KCAsyZMweenp7QaDR49tlnMXfuXFy/fh1qtRopKSlNvhMXF4enn34aOp0OwK97Sy+99BK++eYbPP/883BxccELL7yA7777Dg0NDYiNjcWAAQPQt29fhIeHw2AwmMYqLi6GSqXCzp07sWbNGvTv3x+urq5YuHAh7t69i8LCQgQFBaF3794YOnQo0tLSmuTJy8vDrFmz4O7uDhcXF0yaNAknT540zQ8ICEB2djZycnJMzxANCAgA8OshTZVKhezsbMydOxdubm4YP348gPsfujQYDHj77bfh6+uLp556Cv3798ef//xnlJaWtv2XQdRG3KMjuo+QkBA8+eSTSExMRI8ePXDz5k0cO3YMarUaAQEB2LVrF8LDw03LG41GfPzxx5g2bZrZs00LCwuxatUqrFixAo6Ojli9ejVCQ0Px8ssvo6GhAVu2bMGPP/6IVatWQa1WN3kS+8aNG/H8888jJSUFly9fxurVqyEIAvLy8vDKK6/gjTfewI4dO/D6669j6NChGDhwIADg/PnzmDx5Mnx8fLB582Y4ODhg586dmDZtGr7++mv4+voiMTERCxcuhNFoxKZNmwAAzs7OZutfuHAhZsyYgd27d6OhoeG+26q+vh7Tp09HXl4eli1bhuHDh+POnTv4r//6L+h0Ojz11FOy/E6IHhaLjug3ysvL8fPPPyMtLQ2TJ082TZ85cyYAYP78+ZgyZQpOnjyJMWPGAPj1wcjXr1/Hq6++ajZWRUUFvv76a9P7BxsbGzF79mwUFxfj888/BwCMHz8eJ0+exGeffdak6Pr164f333/ftNypU6ewd+9ebN26FSEhIQCAoUOH4vDhw/j8889NRbdq1Sq4urri4MGDplcXjR8/HqNHj8b69euRlpYGLy8vODs7w2g0Yvjw4ffdFlOnTn3ga1D27t2L06dPN9legYGBLX6P6FHhoUui3+jevTv69u2LNWvWIDU1FT///LPZ/BdeeAFeXl7YtWuXadquXbswaNCgJoXh6elp9pLde+8ivHcY8P9Ov3HjBkTR/NqwCRMmNFnut99XqVRQq9W4fv06AKCmpgbZ2dkIDAxEhw4d0NDQgIaGBoiiiHHjxpkdvnyQP/zhDw9cJisrCxqNxqzkiNoTFh3RbwiCgM8++wy+vr5Ys2YN/Pz8MGTIEOzYscO0zKuvvorPP/8cFRUV+OWXX/DNN9802ZsDmr6i6Yknnmh2ekNDA4xG40N/v66uDgBQWVkJo9GIDRs2oGfPnmZ/tm3bBp1OJ/lloC4uLg9cpqKiAk8//bSk8YisgYcuie6jb9++2Lp1K0RRRF5eHrZt24YVK1bAzc0NEyZMwKxZsxAbG4s9e/agqqoKDg4OpkOb1vbkk0+iQ4cOCAsLQ2ho6H2X6dBB2v/jSnknXY8ePXDp0qVWZSR6lFh0RC0QBAE+Pj5Yu3YtPvroI1y6dAkTJkxA165dMXPmTOzatQsGgwHBwcHo2rWrteMC+PXN9aNHj8b333+PIUOGtFhqnTt3Rnl5eZvW9+KLL+LAgQM4fPgwXn755TaNRWQJLDqi3/j+++8RHR2NoKAgPPPMMzAajUhLS0PHjh3xu9/9zrTc/Pnz8eGHHwIA5s2bZ62497V27VoEBAQgKCgIf/7zn6HRaFBeXo4LFy7AaDTi7bffBgAMGDAAO3bsQEZGBvr16wcnJydotdpWrSskJAS7d+9GWFgYli1bhmHDhqG6uhqZmZkIDw83nVckshYWHdFvaDQauLq6Ijk5GTdu3EDnzp3h7e2NvXv3wtfX17Tcs88+C09PTzg7O5tNbw98fX2RmZmJ+Ph4REVF4c6dO+jZsyd8fHzMziVGRESgoKAAf/nLX6DX6zF27Fh8+eWXrVrXE088gYyMDMTHx2PXrl2Ij49H9+7dMXLkSHTr1k3uH42o1fgIMKKHVFBQgOHDhyMpKQmvvPKKteMQUTNYdEStdP36dRQWFiIuLg5XrlzBuXPn4ODgYO1YRNQM3l5A1Eq7d+/G1KlTcfv2bWzbto0lR9TOcY+OiIgUjXt0RESkaCw6IiJSNBYdEREpGouOiIgUjUVHRESKxqIjIiJF+/87dWiFeyvL+AAAAABJRU5ErkJggg==", "text/plain": [ - "
" + "Histogram with 'symmetric' on the x-axis and 'Percent per unit' on the y-axis. The x-axis extends from 2 to 10. Three bars are present. Two bars have height of about 25, one is centered at x=2 and another is centered at x=4. A third bar at x=3 with height of about 50. A triangle is shown below the histogram at x=3." ] }, "metadata": {}, @@ -444,7 +444,7 @@ "data": { "image/png": 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bdyW7d+9WmzZtLIXsZjm8lOXk5CgyMlLz5s0rcTWD2WxWQkKCoqOjFR4ersDAQCUkJCg3N1crVqxwYGIAAJxLtWrVSrw2DENms/mKh9z+vMyNcHFx0SeffKKkpCS1adNGH374oe644w7LYbtq1app4MCBWrJkiQoLC7Vs2TINHTq0zMyXs/x12uXz4q70nsvLVK1atdS0y+8rLi5W/fr1tXnz5hI/O3bssOxZLMu1DuWWtX1vhMMPX14uXV27dtXrr79umX748GFlZGSoW7dulmnu7u4KDQ3Vtm3bNGLEiCuOl5aWZvfMN8LWuUw1C1VUVGjTMe2lsLDQLr8XZ/1dl3dsV9tjm964gIAAR0co11q1aqXi4mJt377dcvjy3Llz2rNnjwYPHixJcnV1VVFR0XWNaxiGOnXqpE6dOmnSpEnq3LmzPvnkEwUFBUn64xBmp06dtHDhQuXm5qpPnz62/WBWateunTIzM1WlShU1bdr0isvcyOf/8/iJiYk6ffq0TfaWObSULVq0SAcPHtSCBaUvNc7IyJAkmUymEtNNJpNOnDhx1TGd8Q84LS3N5rlys1Ll4uLwTm2VqlWr2vzz22Obgu1qD2xTOJKfn5969eqlZ555RnPmzFHt2rU1ffp01axZU/3795ck+fr6Kj8/X8nJyWrbtq3c3d1Vo0aNq465Y8cObdy4Ud27d5fJZNLu3bt17NgxtWzZ0rKMv7+/OnfurKlTp6pPnz6qVauW3T/rldx3333q3LmzBg8erJdfflkBAQHKzMzUV199ZTkEe72f/8/69eunN998U0OGDNHUqVPl4+OjPXv2yNPTU/fee+9153XY4cu0tDRNmzZN7733XomrMf7qr7tXzWbzDe9yBQCgspk/f77uuOMODRo0SN27d9fFixe1YsUKy4nvISEheuKJJzRy5Ej5+fmVOiH/r2rVqqVt27YpIiJCwcHBmjJlimJiYhQREVFiuaFDh6qgoOCKhy5vFcMwlJiYqHvuuUfjxo3TnXfeqREjRujAgQO6/fbbJV3/5/8zDw8PrVmzRrfffrsGDhyou+66S3FxcTfcU4zs7GzbHhC10kcffaSxY8eWOGGvqKhIhmGoSpUqSklJ0Z133qkNGzbojjvusCwzYMAA3XbbbXrnnXccEfuG2GtP2dHtL9p0THtp3OlledYLsumY7H2wD7ar7bFNy4+cnBzVrl271PSKfkd/e5kzZ44+/PBD7dy509FRnM7VvmsOO/4VFhZW6qqGsWPHys/PT+PHj5e/v7+8vb2VnJxsKWX5+fn69ttvNW3aNEdEBgBUQuZqdStESbpVcnNzlZaWpnfeeUfPPvuso+OUKw4rZZfvnPtnNWrUUJ06dSyXzUZFRWn27NkKCAiQv7+/Zs2aJQ8PD/Xr188RkQEAqPC++eYby/lmV3KtZ0TGxMRo5cqVevjhh696UR6uzKnPFB83bpwuXryomJgYy81jk5KSVLNmTUdHAwCgQurQoYM2b958w+9PSEhQQkKCDRNVHk5VytasWVPitWEYio2NVWxsrIMSAQBQubi7u6t58+aOjlEpWX315datW0vcsfevTp8+ra1bt9okFAAAQGVjdSnr3bu3kpOTrzr/66+/Vu/evW0SCgAAoLKxupRd61ECBQUFqlLF4U9tAgDghlStWlV5eXk2f3QOcJnZbFZeXl6pR0NdVuY5ZefOnVNOTo7l9ZkzZ3T06NFSy2VnZ2vlypWWG7EBAFDeeHh46NKlSzp37pyjo6ACc3NzU/Xq1a84r8xSNn/+fMvzKK910r3ZbNYLL7xwk1EBAHCc6tWrX/UfTMDeyixl9913n9zc3GQ2mzVt2jT16dPH8rDRywzDUI0aNdShQwd17NjRrmEBAAAqqjJLWefOndW5c2dJ0qVLl9S7d2+1adPmlgQDAACoTKy+T9nkyZPtmQMAAKBSu2op+/jjjyVJAwcOlGEYltfXMmjQINskAwAAqESuWsrGjBkjwzDUt29fubq6asyYMdcczDAMShkAAMANuGop+/HHHyVJrq6uJV4DAADA9q5aynx9fct8DQAAANvhFvwAAABOwOqrLyVp48aNWrRokdLT03X27NlSj6IwDEO7du2yaUAAAIDKwOpSlpCQoOeff1716tVTx44d1bp1a3vmAgAAqFSsLmXx8fHq0qWLVq5caTn5HwAAALZh9Tllp0+fVp8+fShkAAAAdmB1KWvfvr2OHDlizywAAACVltWl7NVXX9XSpUu1adMme+YBAAColKw+pywuLk61atXSo48+Kj8/PzVu3FguLi4lljEMQ4mJiTYPCQAAUNFZXcr27dsnwzDUqFEjXbp0SQcOHCi1jGEYNg0HAABQWVhdylJTU+2ZAwAAoFLjjv4AAABOwOo9ZUePHrVqucaNG99wGAAAgMrK6lLWtm1bq84ZO3PmzE0FAgAAqIysLmVvv/12qVJWVFSkw4cP69///rfq16+vUaNG2TwgAABAZWB1KRsyZMhV50VHR6tbt27Kzc21SSgAAIDKxiYn+nt6emrIkCGaP3++LYYDAACodGx29WW1atV04sQJWw0HAABQqdiklKWmpuqdd95Ry5YtbTEcAABApXPTV1/m5OTo3Llz8vT0VHx8vE3DAQAAVBZWl7IuXbqUKmWGYcjLy0vNmzdX37595eXlZfWK33vvPf3zn/+03P+sVatWmjBhgnr27ClJMpvNeu2117Ro0SJlZ2crODhYs2bNUuvWra1eBwAAQHlhdSlLSEiw6Yp9fHz08ssvy8/PT8XFxfr44481ZMgQbdy4Uf/1X/+luXPnKj4+XvHx8QoICNDrr7+uxx57TDt27FDNmjVtmgUAAMDRHPaYpbCwMD344INq3ry5/P399cILL8jT01M7duyQ2WxWQkKCoqOjFR4ersDAQCUkJCg3N1crVqxwVGQAAAC7cYpnXxYVFWnlypXKy8tTp06ddPjwYWVkZKhbt26WZdzd3RUaGqpt27Y5MCkAAIB9WH340h5+/vln9ejRQ/n5+fLw8NCSJUvUpk0bS/EymUwlljeZTNe87UZaWprd8t4MW+cy1SxUUVGhTce0l8LCQrv8Xpz1d13esV1tj2164wICAhwdAbhlHFrKAgICtHnzZuXk5GjVqlWKiorS6tWrLfP/emGB2Wy+5vM3nfEPOC0tzea5crNS5eLi0F+f1apWrWrzz2+PbQq2qz2wTQFYy6H/qru6uqp58+aSpA4dOuj777/X/PnzNWHCBElSZmamGjVqZFk+Kyur1N4zAACAisCqc8ry8/M1Y8YMbdiwwa5hiouLVVBQoCZNmsjb21vJycklMnz77bcKCQmxawYAAABHsGpPmZubm9588029/vrrNlvxSy+9pB49eqhhw4aWqyq3bNmixMREGYahqKgozZ49WwEBAfL399esWbPk4eGhfv362SwDAACAs7D68GVQUJAOHjxosxVnZGToySefVGZmpmrVqqU2bdpoxYoV6t69uyRp3LhxunjxomJiYiw3j01KSuIeZQAAoEKyupRNnTpVw4cP11133WW56/7NuNbNaA3DUGxsrGJjY296XQAAAM7O6lL21ltvycvLS4MGDZKPj4+aNm0qd3f3EssYhqHExESbhwQAAKjorC5l+/btk2EYlqshjxw5UmqZa92uAgAAAFdmdSlLTU21Zw4AAIBKzSkeswQAAFDZXVcpKyoqUmJiop5++mlFRETop59+kiRlZ2frk08+0cmTJ+0SEgAAoKKzupTl5OSoR48eGj16tD799FOtX79ep0+fliTVrFlTzz//vN599127BQUAAKjIrC5lL7/8svbt26fly5dr165dMpvNlnkuLi7q3bu31q9fb5eQAAAAFZ3VpWzNmjV68skn9cADD1zxKks/Pz8dPXrUpuEAAAAqC6tLWXZ2tpo1a3bV+WazWQUFBTYJBQAAUNlYXcp8fX21Z8+eq87funWr/P39bRIKAACgsrG6lPXv31+LFy/W1q1bLdMuH8ZcsGCBVq9ercGDB9s+IQAAQCVg9c1jn3nmGX333Xd65JFH5O/vL8MwNHnyZJ05c0YZGRkKCwvT6NGj7ZkVAACgwrK6lFWrVk2JiYlavny5/vd//1eGYaiwsFDt2rVTnz59NGDAAB6zBAAAcIOsLmWX9e/fX/3797dHFgAAgErrukuZJP3000+W2180btxYbdq0qTB7yS6cO67igtM2HdNUs1C5WbZ9dmjxpQybjmdP+ZcKdPiXwzYdMzevQD/beExJqlenlrxNdWw+LmBLxu+nZRRlOzqGVcwuXjJXq+voGEC5cF2lbOXKlXrxxRd1/Phxy81jDcOQj4+PXnzxxQqxB6244LSObn/RpmMWFRXKxeWG+m+FcOjoSc1a8oVNx8zLy5OHh4dNx5Skqf8zhFIGp2cUZcvt1AJHx7BKvmk0pQywktVN4aOPPtLTTz+tgIAAvfzyy/L395fZbNavv/6qxYsXa/To0SooKNCQIUPsmRcAAKBCsrqUvfHGGwoODtbq1avl5uZWYl5kZKR69eqlN954g1IGAABwA6y+T9mxY8fUv3//UoVMktzc3BQREaHjx4/bNBwAAEBlYXUpa9WqlU6cOHHV+cePH1fLli1tEgoAAKCysbqUTZs2TYsWLdInn3xSat7KlSu1ePFiTZ8+3abhAAAAKgurzymbN2+e6tatq5EjR2ry5Mlq1qyZDMPQwYMHderUKfn5+emtt97SW2+9ZXmPYRhKTEy0S3AAAICKxOpStm/fPhmGoUaNGkmS5fyx6tWrq1GjRrp06ZL2799f4j0V5d5lAAAA9mZ1KUtNte3NTwEAAPD/WX1OGQAAAOyHUgYAAOAEKGUAAABOgFIGAADgBChlAAAAToBSBgAA4ASsLmXt2rXT559/ftX569atU7t27WwSCgAAoLKxupQdOXJEeXl5V52fl5eno0ePWr3iN954Q/fff78aN24sPz8/RUREaM+ePSWWMZvNiouLU6tWrdSgQQOFhYVp7969Vq8DAACgvLiuw5dl3aH/wIEDqlmzptVjbdmyRSNHjtQXX3yhVatWqWrVqnr00Ud19uxZyzJz585VfHy8ZsyYoQ0bNshkMumxxx7T+fPnryc2AACA0yvzjv5Lly7Vxx9/bHk9a9YsLVq0qNRy2dnZ2rNnj3r27Gn1ipOSkkq8XrBggXx9fZWSkqKHH35YZrNZCQkJio6OVnh4uCQpISFBAQEBWrFihUaMGGH1ugAAAJxdmaUsLy9PGRkZltc5OTkqLi4usYxhGKpRo4aGDx+uyZMn33CQ3NxcFRcXy8vLS5J0+PBhZWRkqFu3bpZl3N3dFRoaqm3btlHKAABAhVJmKYuMjFRkZKQkqW3btnrttdfUq1cvuwSZPHmygoKC1KlTJ0mylEGTyVRiOZPJpBMnTlx1nLS0tJvKYapZqKKiwpsa40rsMWZ5UVRUVOb5iDfKHmPm5uXe9HeovKvsn98ebL1NG9a5oCI7fP/t4aJ7ro4dvfHPHxAQYMM0gHOz+oHku3fvtluI5557TikpKVq3bp1cXFxKzPvreWxms7nMc9tu9g84NytVLi5WbxarFBUV2nzM8sTFxUUeHh42HTMvL8/mY0qSp4enAgKa2Hzc8iItLY1/BG3MHtu0Sv6vcrto+++/Pbh4eiqgnp+jYwDlwnU3hfPnz+u3337T2bNnZTabS83v0qXLdY0XGxurpKQkffbZZ2ratKllure3tyQpMzNTjRo1skzPysoqtfcMAACgvLO6lJ09e1aTJk3SJ598oqKiolLzL+/BOnPmjNUrnzRpkpKSkrR69Wq1aNGixLwmTZrI29tbycnJuuOOOyRJ+fn5+vbbbzVt2jSr1wEAAFAeWF3KnnnmGa1evVqRkZHq0qWL5YT8GzVhwgQtW7ZMS5YskZeXl+UcMg8PD3l6esowDEVFRWn27NkKCAiQv7+/Zs2aJQ8PD/Xr1++m1g0AAOBsrC5lX331lUaPHq1XX33VJiteuHChJFlud3HZpEmTFBsbK0kaN26cLl68qJiYGGVnZys4OFhJSUnXdT80AACA8sDqUubq6io/P9udrJmdnX3NZQzDUGxsrKWkAQAAVFRW39E/PDxc69evt2cWAACASmpV+IcAAA/wSURBVMvqUvb3v/9dJ0+e1FNPPaUdO3bo5MmTOnXqVKkfAAAAXD+rD18GBwfLMAzt2rVLiYmJV13ueq6+BAAAwB+sLmUTJ04s86atAAAAuHFWlzJOtgcAALAfq88p+7OioiKdOXNGhYWV93mOAAAAtnRdpez777/Xo48+Kh8fH/n7+2vr1q2SpNOnT2vAgAH6+uuv7RISAACgorO6lG3fvl29evXSoUOHNHDgwBLPvaxbt65yc3P14Ycf2iUkAABARWd1KZs+fbr8/Py0bds2TZ06tdT8e+65R999951NwwEAAFQWVpey77//Xo8//rjc3NyueBVmw4YNLc+vBAAAwPWxupRVqVJFVapcffGMjAy5u7vbJBQAAEBlY3Upa9++vdatW3fFeQUFBVq+fLk6depks2AAAACVidWlbPz48dq0aZOefvpppaamSpJOnjypr776So888ogOHTqkZ5991m5BAQAAKjKrbx57//33a8GCBYqJidHSpUslSVFRUTKbzapdu7YWLlyoO++8025BAQAAKjKrS5kk9evXT7169VJycrJ+/fVXFRcXq1mzZurevbs8PT3tlREAAKDCu65SJkk1atRQWFiYPbIAAABUWlafU/b5558rJibmqvNjYmKueiEAAAAAymZ1KZs3b54uXLhw1fn5+fmaO3euTUIBAABUNlaXsj179qh9+/ZXnd+uXTvt27fPJqEAAAAqG6tLWWFhoS5evHjV+RcvXtSlS5dsEgoAAKCysbqUBQYGatWqVSouLi41r7i4WKtWrVKrVq1sGg4AAKCysLqUPfXUU9q5c6cGDRqkXbt26dKlS7p06ZJ27dqlwYMHa+fOnRo9erQ9swIAAFRYVt8So2/fvjp06JDi4uK0fv16SZJhGDKbzTIMQ5MmTVJERITdggIAAFRk13WfsgkTJqhfv3767LPPlJ6eLrPZrGbNmql3795q2rSpnSICAABUfFaVskuXLikpKUktWrRQcHCw/v73v9s7FwAAQKVi1Tll1atX17hx4ywPIgcAAIBtWX2if0BAgDIyMuyZBQAAoNKyupRNnDhR7733nn7++Wd75gEAAKiUrD7Rf9OmTTKZTLr33nvVqVMnNWvWTO7u7iWWMQxDs2bNsnlIAACAis7qUvbBBx9Y/jslJUUpKSmllqGUAQAA3BirS9nZs2ftmQMAAKBSs/qcMgAAANjPdZeylJQUvf7664qJidGBAwckSXl5edq5c6fOnTt3XWNt3bpVAwcOVOvWreXl5aWPPvqoxHyz2ay4uDi1atVKDRo0UFhYmPbu3Xu9kQEAAJye1aWsoKBAjz/+uHr16qW4uDi9//77OnbsmCTJxcVF/fr107vvvntdK8/Ly1NgYKBee+21UhcNSNLcuXMVHx+vGTNmaMOGDTKZTHrsscd0/vz561oPAACAs7O6lMXFxemLL77QzJkztWPHDpnNZss8Nzc3Pfroo1q7du11rbxHjx6aOnWqwsPDVaVKyShms1kJCQmKjo5WeHi4AgMDlZCQoNzcXK1YseK61gMAAODsrC5ly5cv19/+9jeNHDlSt912W6n5AQEBSk9Pt1mww4cPKyMjQ926dbNMc3d3V2hoqLZt22az9QAAADgDq6++PHXqlIKCgq46v3r16srLy7NJKEmWpweYTKYS000mk06cOHHV96Wlpd3Uek01C1VUVHhTY1yJPcYsL4qKimz63bjMHmPm5uXe9HeovKvsn98ebL1NG9a5oCI7fP/t4aJ7ro4dvfHPHxAQYMM0gHOzupR5e3uXuSds586datKkiS0ylWAYRonXZrO51LQ/u9k/4NysVLm4WL1ZrFJUVGjzMcsTFxcXeXh42HTMvLw8m48pSZ4engoIsP33uLxIS0vjH0Ebs8c2rZL/q9wu2v77bw8unp4KqOfn6BhAuWD14ctHHnlE//znPy1XXEr/vzCtXbtWy5cvV58+fWwWzNvbW5KUmZlZYnpWVlapvWcAAADlndWlbNKkSWrcuLG6du2qUaNGyTAMvfHGG3rggQc0ZMgQtW/fXuPGjbNZsCZNmsjb21vJycmWafn5+fr2228VEhJis/UAAAA4A6tLWc2aNfXll19q/PjxOnXqlNzc3JSSkqK8vDzFxsbqs88+k5ub23WtPDc3V7t379bu3btVXFys3377Tbt379bRo0dlGIaioqI0Z84crVq1Snv27NGYMWPk4eGhfv36XfcHBQAAcGbXdaKTm5ubnn32WT377LM2WfkPP/yg3r17W17HxcUpLi5OgwYNUkJCgsaNG6eLFy8qJiZG2dnZCg4OVlJSkmrWrGmT9QMAADiLa5ayS5cu6fPPP1d6erpuu+029ezZUw0aNLDJyu+55x5lZ2dfdb5hGIqNjVVsbKxN1gcAAOCsyixlGRkZ6tWrlw4dOmS5WWyNGjWUmJioLl263JKAAAAAlUGZ55S98sorSk9P15gxY7Rs2TLFxcXJzc1NEydOvFX5AAAAKoUy95Rt2LBBgwYN0iuvvGKZVr9+fY0aNUrHjh1Tw4YN7R4QAACgMihzT1lGRkap20907txZZrNZv/32m12DAQAAVCZllrKioqJSt7m4/Do/P99+qQAAACqZa159mZ6erp07d1penzt3TtIfjw7x9PQstXxwcLAN4wEAAFQO1yxll+8d9ld/Pdn/8jMpz5w5Y7t0AAAAlUSZpSw+Pv5W5QAAAKjUyixlgwcPvlU5AAAAKjWrn30JAAAA+6GUAQAAOAFKGQAAgBOglAEAADgBShkAAIAToJQBAAA4AUoZAACAE6CUAQAAOAFKGQAAgBOglAEAADgBShkAAIAToJQBAAA4AUoZAACAE6CUAQAAOAFKGQAAgBOglAEAADgBShkAAIAToJQBAAA4AUoZAACAE6CUAQAAOAFKGQAAgBOglAEAADiBclHKFi5cqLZt28rb21tdu3bVN9984+hIAAAANuX0pSwpKUmTJ0/Ws88+q02bNqlTp07q37+/jh496uhoAAAANuP0pSw+Pl6DBw/W8OHD1bJlS82cOVPe3t764IMPHB0NAADAZpy6lBUUFGjXrl3q1q1biendunXTtm3bHJQKAADA9qo6OkBZTp8+raKiIplMphLTTSaTMjMzr/ietLS0m1qnyctTt9/xwk2NUZ7lXyySm7uLTcesVb+tlnUOs+mYsI+AgABHR6hw7LFNi6s3U75ptM3HtYcLv1fX0aM3/v9lvpOoTJy6lF1mGEaJ12azudS0y5zxDzgtLc0pc/3V5s3H9fjj67V06YPq0sXH0XHKZO02dbm0WR5nH1denaUqqt7lFiQr38rLd7U8scs2Naqo2M3PtmPaiZubFFDT0SmA8sGpD1/WrVtXLi4upfaKZWVlldp7hps3Y8b3yskpUFzc946OYjPVc2fIMOeoem6co6MAAFAmpy5lrq6uat++vZKTk0tMT05OVkhIiINSVUybNx9XamqWJCk19bS2bj3u4EQ3z+XSZrn8nvrHf/+eKpdLWx2cCACAq3PqUiZJY8eO1dKlS7V48WLt379fkyZN0smTJzVixAhHR6tQ/thL9rskVZi9ZdVzZ6iKOUeSVIW9ZQAAJ+f055T16dNHZ86c0cyZM5WRkaHWrVsrMTFRvr6+jo5WYfx5L9lll/eWOfu5ZVfz571klmn/t7eMc8sAAM7I6feUSdKoUaOUmpqqzMxMff311+rShX9UbenPe8kuK+97y/68l+wy9pYBAJxZuShlsJ8r7SW7rLyeW3alvWSWeZxbBgBwUk5/+BL29csv2QoNvf2Ktxgxm83aty+73B3CrFL4i4pcQ1WkK902xawqhfs4hAkAcDqUskpu5MhAjRwZ6OgYNvW7x0j97jHS0TEAALguHL4EAABwApQyAAAAJ0ApAwAAcAKUMgAAACdAKQMAAHAClDIAAAAnQCkDAABwApQyAAAAJ0ApAwAAcAKUMgAAACdgZGdnmx0dAgAAoLJjTxkAAIAToJQBAAA4AUoZAACAE6CUAQAAOAFKGQAAgBOglNnBG2+8ofvvv1+NGzeWn5+fIiIitGfPHkfHqlBmz54tLy8vxcTEODpKuXfy5Ek99dRT8vPzk7e3t0JCQrRlyxZHxyrXioqK9Morr6ht27by9vZW27Zt9corr6iwsNDR0QA4saqODlARbdmyRSNHjtQdd9whs9msf/zjH3r00Ue1bds21alTx9Hxyr0dO3Zo0aJFatOmjaOjlHvZ2dnq2bOnOnfurMTERNWtW1eHDx+WyWRydLRybc6cOVq4cKESEhIUGBion3/+WVFRUXJ1ddXEiRMdHQ+Ak6KU2UFSUlKJ1wsWLJCvr69SUlL08MMPOyhVxZCTk6PIyEjNmzdPr7/+uqPjlHtvvfWWGjRooAULFlimNW3a1HGBKojt27froYcesvy9N2nSRA8//LB27tzp4GQAnBmHL2+B3NxcFRcXy8vLy9FRyr3o6GiFh4era9eujo5SIaxZs0bBwcEaMWKE/P39dffdd+vdd9+V2cw9pW9G586dtWXLFv3yyy+SpH379mnz5s168MEHHZwMgDNjT9ktMHnyZAUFBalTp06OjlKuLVq0SAcPHiyxVwc3Jz09Xe+//77GjBmj6OhopaamatKkSZKkJ5980sHpyq/o6Gjl5uYqJCRELi4uKiws1IQJEzRq1ChHRwPgxChldvbcc88pJSVF69atk4uLi6PjlFtpaWmaNm2a1q5dK1dXV0fHqTCKi4vVoUMHvfjii5Kkdu3a6eDBg1q4cCGl7CYkJSXp3//+txYuXKhWrVopNTVVkydPlq+vr4YNG+boeACcFKXMjmJjY5WUlKTPPvuM83Ru0vbt23X69GndddddlmlFRUX65ptv9MEHH+j48eOqXr26AxOWT97e3mrZsmWJaS1atNBvv/3moEQVw9SpU/X000+rb9++kqQ2bdro6NGjevPNNyllAK6KUmYnkyZNUlJSklavXq0WLVo4Ok65FxYWpg4dOpSYNnbsWPn5+Wn8+PHsPbtBnTt31oEDB0pMO3DggBo3buygRBXDhQsXSu0Zd3FxUXFxsYMSASgPKGV2MGHCBC1btkxLliyRl5eXMjIyJEkeHh7y9PR0cLryycvLq9SFEjVq1FCdOnUUGBjooFTl35gxY9SjRw/NmjVLffr00e7du/Xuu+/qhRdecHS0cu2hhx7SnDlz1KRJE7Vq1Uq7d+9WfHy8Bg4c6OhoAJyYkZ2dzWVWNna1qywnTZqk2NjYW5ym4goLC1NgYKBmzpzp6Cjl2hdffKFp06bpwIEDatSokSIjIzV69GgZhuHoaOXW+fPn9eqrr2r16tXKysqSt7e3+vbtq4kTJ8rNzc3R8QA4KUoZAACAE+A+ZQAAAE6AUgYAAOAEKGUAAABOgFIGAADgBChlAAAAToBSBgAA4AQoZQAAAE6AUgYAAOAEKGUAAABO4P8BT/nIBc9oamMAAAAASUVORK5CYII=", "text/plain": [ - "
" + "Histogram with no x-axis label and 'Percent per unit' on the y-axis. Two histograms are shown, 'symmetric' in dark blue and 'not_symmetric' in gold. The histogram shapes are the same as previously produced. The symmetric distribution is bell shaped centered around 3. The not symmetric distribution has the same first two bars as the symmetric distribution, but its third bar has been shifted up and centered around x=9." ] }, "metadata": {}, @@ -520,7 +520,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Total Compensation' on the x-axis and 'Percent per unit' on the y-axis. The Histogram has its tallest bars around 100000, after that the bars decrease in height dramatically until about 300000, and the histogram extends out to 700000. The three bars before 100000 are variable, but just above about half the height of the tallest bars." ] }, "metadata": {}, diff --git a/chapters/14/2/Variability.ipynb b/chapters/14/2/Variability.ipynb index 7e642ffb8..e2766b227 100644 --- a/chapters/14/2/Variability.ipynb +++ b/chapters/14/2/Variability.ipynb @@ -449,7 +449,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Height' on the x-axis and 'Percent per unit' on the y-axis. The height of the bars is generally increasing from about x=70 to x=82. After that, the height of the bars decrease until about x=86." ] }, "metadata": {}, @@ -722,7 +722,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Age in 2013' on the x-axis extending from x=15 to x=45 and 'Percent per unit' on the y-axis. The bars increase in height until they reach a peak between about x=23 to x=26. Then the bars generally decrease in height with a few spikes around x=27, and x=34." ] }, "metadata": {}, @@ -1109,7 +1109,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Delay (Standard Units) on the x-axis and 'Percent per unit' on the y-axis. The x axis extends from -6 to 15 but the majority of the data sits between approximately x=-1.5 to x=3. THe tallest bar is much taller than the others, by about 2 or 3 times. After the tallest bar, the heights drop off dramatically." ] }, "metadata": {}, diff --git a/chapters/14/3/SD_and_the_Normal_Curve.ipynb b/chapters/14/3/SD_and_the_Normal_Curve.ipynb index cc077c261..008396d64 100644 --- a/chapters/14/3/SD_and_the_Normal_Curve.ipynb +++ b/chapters/14/3/SD_and_the_Normal_Curve.ipynb @@ -99,7 +99,7 @@ "data": { "image/png": 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PyAgOvl27dmHWrFlQKBRYtmwZXF1doVKpcP36dezYsQOhoaEoKSnB2LFjpayXiIioVgQHX2RkJLy9vZGQkAArKyuNZVOmTMHgwYMRGRnJ4CODlp2Tj/v5D0TulYf5iYyJ4OC7ffs2pk6dWin0AMDKygpjxozBBx98IGZtRKK7n/8Ay9ftErXPWROGitofEUlL8A3sHTt2xN27d7Uuv3PnDtzc3EQpioiISCqCg2/58uXYvn079u3bV2lZXFwcduzYgRUrVohaHBERkdgEH+pcv349HB0dMXnyZISFhaF9+/aQyWS4ceMGcnJy4OLignXr1mHdunXqz8hkMsTGinsFFRERUW0IDr7Lly9DJpOhVatWAP4+tAkAlpaWaNWqFYqLi3HlyhWNz/DePiIiMjSCg+/8+fNS1kFERFQnBJ/jIyIiqg8YfEREZFIYfEREZFIMOvg8PDxgZ2dX6Wf06NFVtk9PT6+y/eHDh+u4ciIiMlTP9HaGupKcnIyysjL1dFZWFvr374/hw4dX+7m4uDi88MIL6ml7ez5AloiI/mbQwdesWTON6ejoaNja2tYYfA4ODpDL5VKWRkRERkrwoc4uXbogMTFR6/KkpCR06dJFlKKqolKpEB0djTFjxqBx48bVth03bhxcXV0xaNAg7N+/X7KaiIjI+Aje48vIyIBSqdS6XKlUql9OK4Xk5GSkp6dj3LhxWtvY2NhgxYoV6NmzJywsLJCYmIiJEyciKioKY8aMqbb/1NRUsUuuNUOsSQz6HFehsqTav8fPSuw+S8tKJalTl36FtpOiVqnGD4i/rgqVhXrfVvX9/VKpzbgUCoXWZTod6qzuSSzXrl2Dra2tLt3pZPv27ejatSs8PT21tnF0dMTs2bPV0y+++CLy8vLw6aef1hh81f2S9CE1NdXgahKDvsd18Wo6rK2tRe9X7D4tzC0kqVNov0qlUvD3S1GrVOMHxF9XNtY2UCjaitqnLvS9TUlFynFVG3wxMTH46quv1NNr1qzB9u3bK7UrKCjApUuXMGjQIPErBJCTk4PExESsWbNG5896e3tj1y5xX0NDRETGq9rgUyqVyM7OVk//+eefKC8v12gjk8nQuHFjTJgwAWFhYZIUGRMTA0tLSwQEBOj82fPnz/NCFyIiUqs2+KZMmYIpU6YAADw9PbFq1SoMHjy4TgqroFKpsGPHDgQEBFQ6lLps2TKcOnUK8fHxAP4OyAYNGsDT0xNmZmZISkrC1q1b+YJcIiJSE3yO79y5c1LWodWRI0dw/fp1bNmypdKyrKws3Lx5U2PemjVrkJmZCXNzc7i4uGDDhg01nt8jIiLTofN9fH/99Rdu3bqF/Px8qFSqSst79+4tSmEV+vbti4KCgiqXRUVFaUwHBwcjODhY1O8nIqL6RXDw5efnY+HChdi3b5/G01QqqFQqyGQy5OXliVogERGRmAQH3z//+U8kJCRgypQp6N27N+zs7KSsi4iISBKCg+/w4cMIDQ3Fhx9+KGU9REREkhL8yLKGDRvCxcVFylqIiIgkJzj4/P39cejQISlrISIikpzg4Js9ezaysrIwbdo0/Pbbb8jKykJOTk6lHyIiIkMm+Byft7c3ZDIZzp49i9jYWK3teFUnEREZMsHBt2DBgmofUk1ERGQMBAffokWLpKyDiIioTgg+x/eksrIy5OXlobS0VOx6iIiIJKVT8J0+fRrDhw9HixYt4OrqimPHjgEAcnNzMXr0aPz000+SFElERCQWwcF34sQJDB48GDdv3kRgYKDGczodHR1RWFiI6OhoSYokIiISi+DgW7FiBVxcXHD8+HEsWbKk0vI+ffrg5MmTohZHREQkNsHBd/r0abz55puwsrKq8urOli1bary0loiIyBAJDj4zMzOYmWlvnp2djUaNGolSFBERkVQEB5+XlxeSkpKqXFZSUoI9e/bAx8dHtMKIiIikIDj43n77bfz888+YNWsWzp8/D+DvN6AfPnwYw4YNw82bNzFv3jzJCiUiIhKD4BvYBwwYgM2bN+Odd95BTEwMAGD69OlQqVRo2rQptm7diu7du0tWKBERkRgEBx8AjBw5EoMHD0ZycjKuX7+O8vJytG/fHq+88gpsbGykqpGIiEg0OgUfADRu3Bh+fn5S1EJERCQ5wef4EhMT8c4772hd/s4772i9+IWIiMhQCA6+9evX4+HDh1qXFxUV4dNPPxWlKCIiIqkIDr5Lly7By8tL6/IuXbrg8uXLohRFREQkFcHBV1paikePHmld/ujRIxQXF4tSFBERkVQEB5+7uzvi4+NRXl5eaVl5eTni4+PRsWNHUYsjIiISm+DgmzZtGk6dOoWgoCCcPXsWxcXFKC4uxtmzZxEcHIxTp04hNDRUyloFCw8Ph52dncZPhw4d9F0WEREZAMG3M4wYMQI3b95EeHg4Dh06BACQyWRQqVSQyWRYuHAhxowZI1mhulIoFEhISFBPm5ub67EaIiIyFDrdxzd//nyMHDkS3377LdLS0qBSqdC+fXsMHToU7dq1k6jEZ2NhYQG5XK7vMoiIyMAICr7i4mLs3bsXHTp0gLe3N2bPni11XbWWlpaGTp06oUGDBujWrRuWLFlicOFMRER1T9A5PktLS8ydO1f9cGpD161bN2zatAl79uzBunXrkJ2dDV9fX+Tl5em7NCIi0jPBhzoVCoXRvGj2tdde05ju1q0bvLy8EBMTg1mzZlX5mdTU1LooTSeGWJMY9DmuQmUJlEql6P2K3WdpWakkderSr9B2UtQq1fgB8ddVobJQ79uqvr9fKrUZl0Kh0LpMcPAtWLAA8+bNw5AhQ9C5c+dnLkYfbGxs0LFjR9y4cUNrm+p+SfqQmppqcDWJQd/jung1HdbW1qL3K3afFuYWktQptF+lUin4+6WoVarxA+KvKxtrGygUbUXtUxf63qakIuW4BAffzz//DCcnJ/Tt2xc+Pj5o3759pTeuy2QyrFmzRvQia6uoqAipqano06ePvkshIiI9Exx827ZtU/85JSUFKSkpldoYSvC99957eP3119GqVSvcv38fERERePjwIYKCgvRdGhER6Zng4MvPz5eyDlHduXMHISEhyM3NRbNmzdCtWzccOnQIbdq00XdpRESkZzq/j88YPLl3SsYpOycf9/MfiN5vcUmJ6H0SkXHROfhSUlLw888/IycnB6GhoXB1dYVSqcTly5ehUCjQpEkTKeokE3M//wGWr9sler9vTXpD9D6JyLgIDr6SkhJMmjQJiYmJ6seUDRkyBK6urjA3N8fIkSMxc+ZMzJ8/X8p6iYiIakVw8IWHh+P7779HREQE+vXrh+7du6uXWVlZYfjw4fjuu+8YfERkUmSyv2+TEVsz+yaQO9mL3i/pEHx79uzBP/7xD0yePLnKJ6AoFArEx8eLWhwRkaH786+HWLttn+j9LpkzlsEnEcGvJcrJyYGHh4fW5ZaWlpI9aYGIiEgsgoNPLpcjLS1N6/JTp06hbVv9Pb2AiIhICMHBN2zYMHz55Ze4du2aep5MJgMAfPfdd9izZw8CAgLEr5CIiEhEgoNv4cKFaN26Nfr164eQkBDIZDJERkbi1VdfxdixY+Hl5YW5c+dKWSsREVGtCQ4+W1tbHDx4EG+//TZycnJgZWWFlJQUKJVKLFq0CN9++y2srKykrJWIiKjWdLqB3crKCvPmzcO8efOkqoeIiEhSNQZfcXExEhMTkZaWBgcHBwwaNAjOzs51URsREZHoqg2+7OxsDB48GDdv3oRKpQIANG7cGLGxsejdu3edFEhERCSmas/xrVy5EmlpaZgxYwZ2796N8PBwWFlZYcGCBXVVHxERkaiq3eP74YcfEBQUhJUrV6rnPffccwgJCcHt27fRsmVLyQskIiISU7V7fNnZ2ejRo4fGvJ49e0KlUuHWrVuSFkZERCSFaoOvrKys0i0KFdNFRUXSVUVERCSRGq/qTEtLw6lTp9TTDx78/XLQ1NRU2NjYVGrv7e0tYnlERETiqjH4wsPDER4eXmn+0xe4VLyjr6o3NxARERmKaoNv48aNdVUHERFRnag2+IKDg+uqDiIiojoh+FmdRERE9QGDj4iITAqDj4iITAqDj4iITAqDj4iITAqDj4iITIpBB19kZCQGDBiA1q1bw8XFBWPGjMGlS5eq/Ux6ejrs7Owq/Rw+fLiOqiYiIkOm0xvY69rRo0cxefJkdO3aFSqVCh999BGGDx+O48ePw97evtrPxsXF4YUXXlBP19SeiIhMg0EH3969ezWmN2/ejDZt2iAlJQX/93//V+1nHRwcIJfLpSyPiIiMkEEf6nxaYWEhysvLYWdnV2PbcePGwdXVFYMGDcL+/fvroDoiIjIGBr3H97SwsDB4eHjAx8dHaxsbGxusWLECPXv2hIWFBRITEzFx4kRERUVhzJgxWj+XmpoqRcm1Yog1iUHIuAqVJVAqlaJ/d2lZqST9it2nVHXq0q/QdlLUKtX4AeNZV4XKQsH/BpjyvxXaKBQKrcuMJvgWL16MlJQUJCUlwdzcXGs7R0dHzJ49Wz394osvIi8vD59++mm1wVfdL0kfUlNTDa4mMQgd18Wr6bC2thb9+y3MLSTpV+w+papTaL9KpVLw90tRq1TjB4xnXdlY20ChaFtjO1P/t+JZGMWhzkWLFiEuLg7x8fFo166dzp/39vbGjRs3xC+MiIiMjsHv8S1cuBB79+5FQkICOnTo8Ex9nD9/nhe6EBERAAMPvvnz52P37t3YuXMn7OzskJ2dDeDvQxUVb39ftmwZTp06hfj4eABATEwMGjRoAE9PT5iZmSEpKQlbt27FBx98oK9hEBGRATHo4Nu6dSsAwN/fX2P+woULsWjRIgBAVlYWbt68qbF8zZo1yMzMhLm5OVxcXLBhw4Zqz+8REZHpMOjgKygoqLFNVFSUxnRwcDBfoEtERFoZdPCRccjOycf9/AeC2hYqS3DxanqN7YpLSmpbFhFRlRh8VGv38x9g+bpdgtoKvUz+rUlv1LYsIqIqGcXtDERERGJh8BERkUlh8BERkUlh8BERkUnhxS1ERAZIJoOgK6CFXikNAM3sm0DuxHeTMviIiAzQn389xNpt+2psp8sDxZfMGcvgAw91EhGRiWHwERGRSWHwERGRSWHwERGRSWHwERGRSeFVnUREJkLoLRK6MMZbJBh8REQmQugtErowxlskeKiTiIhMCoOPiIhMCg91mhhdXhorFF8aS0TGhMFnYnR5aaxQfGksERkTHuokIiKTwuAjIiKTwuAjIiKTwuAjIiKTwotbiIjomUnxNBgAsJBJF08MPiIiemZSPA0GAN6e7C96nxXq7aHOrVu3wtPTE3K5HP369cMvv/yi75KIiMgA1Mvg27t3L8LCwjBv3jz8/PPP8PHxwahRo5CZmanv0oiISM/qZfBt3LgRwcHBmDBhAtzc3BAREQG5XI5t27bpuzQiItIzWUFBgUrfRYippKQEzZs3xxdffIHhw4er58+fPx+XLl1CYmKiHqsjIiJ9q3d7fLm5uSgrK4OTk5PGfCcnJ9y7d09PVRERkaGod8FXQSaTaUyrVKpK84iIyPTUu+BzdHSEubl5pb27+/fvV9oLJCIi01Pvgq9hw4bw8vJCcnKyxvzk5GT06NFDT1UREZGhqJc3sM+cOROhoaHw9vZGjx49sG3bNmRlZWHixIn6Lo2IiPSs3u3xAUBAQADCw8MRERGBPn36ICUlBbGxsWjTpk2d1xIeHg47OzuNnw4dOmi0uXbtGt588020adMGzZs3R9++fXHlyhWtfR45cqRSn3Z2drh69arUwwFQ85ju3buH6dOno2PHjmjevDlGjBiB69ev19jv0aNH0a9fP8jlcnTp0qXObz/JysrCtGnT4OLiArlcjh49euDo0aPq5fHx8QgICICLiwvs7Oxw5MiRGvvU97oCah7Xk+bOnQs7OzusX7++xn71ub6EjMnYtiug5nEZ27bl4eFR5e909OjRAPS3TdXLPT4ACAkJQUhIiL7LAAAoFAokJCSop83NzdV/TktLw6BBgxAYGIj4+Hj1CrS2tq6x35SUFNjb26unmzVrJm7h1dA2JpVKhbFjx8LMzAy7du1CkyZNsHHjRvj7++P48eNax5WWlobRo3bO1VIAABFeSURBVEdj7Nix2LJlC1JSUjBv3jw4OjrC31+6RxdVKCgowKBBg9CzZ0/ExsbC0dER6enpGueFHz58CB8fH4wePRrTpk3TqX99rSsh46qwf/9+nD59Gs2bN6+xX32uLyFjMsbtqqZxGeO2lZycjLKyMvV0VlYW+vfvr77VTF/bVL0NPkNiYWEBuVxe5bKVK1di4MCB+PDDD9Xz2rVrJ6hfJycnODo6ilGizrSN6fr16/jtt99w5MgReHh4AAAiIyPRoUMHxMXFYfz48VX29+WXX8LZ2RkREREAADc3N5w8eRIbNmyok+Bbt24dnJ2dsXnzZvW8p9dDYGAggL9vmdGVvtaVkHEBQEZGBsLCwvDNN99g5MiRNfarz/UlZEzGuF3VNC5j3LaeDqPo6GjY2tqqg09f21S9PNRpaNLS0tCpUyd4enpi0qRJSEtLAwCUl5cjKSkJbm5uGDFiBFxcXDBgwADs3btXUL/9+/eHm5sbhg0bhp9//lnCEVSmbUzFxcUAACsrK3VbMzMzWFpa4tdff9Xa34kTJzBw4ECNea+88grOnDmDx48fiz+Apxw4cADe3t6YOHEiXF1d8fLLL2PLli1QqcR5voO+1pWQcZWWliIkJATz58+Hm5uboH71ub5qGpOxblc1jctYt60KKpUK0dHRGDNmDBo3blzr/mqznhh8EuvWrRs2bdqEPXv2YN26dcjOzoavry/y8vKQk5ODwsJCREZGYsCAAdi3bx9GjBiBKVOmICkpSWufzs7OiIyMRHR0NKKjo6FQKODv749jx47pfUwdOnRA69atsXz5cuTn56OkpARr167F7du3kZ2drbXPe/fuVfnQgdLS0mf636Cu0tLS8MUXX6Bdu3aIi4vDtGnTsGzZMnz++ee16lff60rIuMLDw2Fvb4/JkycL7lef66umMRnrdlXTuIx126qQnJyM9PR0jBs3rlb9iLGeeKhTYq+99prGdLdu3eDl5YWYmBiMGDECADB48GDMmjULAODp6YmzZ89i69ateP3116vsU6FQQKFQqKd9fHyQkZGB9evXo3fv3hKN5H+qG9OsWbMQHR2NWbNmoX379jA3N0f//v0rfaYqVT10oKr5UigvL8eLL76IpUuXAgC6dOmCGzduYOvWrZg6deoz96vvdVXTuI4ePYqYmBhBFxU8TV/rq6YxlZeXAzC+7aqmcTVo0MAot60K27dvR9euXeHp6VmrfsRYT9zjq2M2Njbo2LEjbty4AUdHR1hYWFQ6vNShQwfcunVLp369vb1x48YNMUsV7MkxAYCXlxeOHj2K9PR0XLlyBXFxccjLy0Pbtm219vHcc89V+dABCwsLODg4SFo/AMjlclHWgxB1ua5qGteRI0eQlZUFNzc3ODo6wtHREZmZmVi6dCnc3d219qvP9VXTmIx1uxLyd9AYty3g773wxMRETJgwQZL+dV1PDL46VlRUhNTUVMjlcjRs2BBdu3ZFamqqRptr166hdevWOvV7/vx5rRfQSO3JMT2padOmaNasGa5fv44zZ85g8ODBWvvw8fHBjz/+qDEvOTkZL774Iho0aCBF2Rp69uyJa9euacx7lvUgRF2uq5rGFRISgmPHjuHIkSPqn+bNm2PGjBnYv3+/1n71ub5qGpOxble6/B00pm0LAGJiYmBpaYmAgABJ+td1PfFQp8Tee+89vP7662jVqhXu37+PiIgIPHz4EEFBQQCAOXPmYOLEiejVqxf69u2LI0eOYO/evdi1a5e6j9DQUABQX+21adMmtGnTBp06dUJJSQliY2Nx4MAB7NixwyDG9M0338DBwQFt2rTBxYsXERYWBj8/P40T7E+PaeLEifj8888RFhaGiRMn4vjx44iJicHWrVvrZEwzZsyAr68v1qxZg4CAAJw7dw5btmzB+++/r26Tn5+PzMxM/PnnnwCAmzdvomnTppDL5eqNztDWVU3jcnJyqnT+p+KK3ScPJxnS+hKyroxxuxIyLmPctlQqFXbs2IGAgADY2tpqLNPXNsXgk9idO3cQEhKC3NxcNGvWDN26dcOhQ4fUN9MPGTIEa9euRWRkJMLCwvD888/js88+w6BBg9R9PH145vHjx3j//fdx9+5dWFlZoVOnToiNjYWvr69BjCkrKwvvvvsu7t27B7lcjsDAQCxYsECjj6fH1K5dO8TGxmLx4sXYtm0bnJ2dsXr16jq5lQEAunbtil27dmH58uWIiIhAq1atsHjxYo17QRMTEzFz5kz19Jw5cwAACxcuxKJFiwAY3roSMi4hDGl9CRmTMW5XQsZljNvWkSNHcP36dWzZsqXSMn1tU/XufXxERETV4Tk+IiIyKQw+IiIyKQw+IiIyKQw+IiIyKQw+IiIyKQw+IiIyKQw+Mgi7du1Sv1Dy6adXAJovn3z6KRRCbNq0CfHx8SJUKj0/Pz/4+fnV2M7Ozg4rV66sctnUqVPVr67RRXp6Ouzs7DRu9BaqYh3W9Oio9PR0hIeHq9/oIUR5eTlefvlljRfkVrwQWSrV/X6fFBQUhPnz50tWB4mPwUcGxdbWFl9//XWl+V9//XWlpz7oIioqSuPFuVQ1Z2dnHDp0SONGb7FlZGRg9erVOgXf7t27kZWVpfEGifHjx+PQoUMSVKibsLAwbN++vcr/sJFhYvCRQRkyZAhiY2M13hf36NEjfPvttxg6dKgeK6us4v1o9YmlpSW6d+9eZ28dF2r9+vUICgrSeI9by5Yt0b17dz1W9bcuXbrAw8MDUVFR+i6FBGLwkUEJDAxEZmamxos1ExISUFZWhmHDhlVqf/r0aYwfPx7u7u5wdnZGt27dsHz5cjx69EjdxsPDA5mZmYiNjVUfLp0+fbp6+fnz5xEYGIi2bdvC2dkZgwYNwi+//KLxPdOnT4e7uztOnDgBX19fODs7Y8mSJer+p06diri4OPj4+KBFixbo379/pZeDCqlVSqWlpYiMjET37t3x3HPPoWPHjnj33XdRVFSkbqPtUGdUVBQ8PDwgl8sxcOBAHD9+HB4eHhq/xwq5ubmYMmUKWrdujY4dO2LBggXq7zhy5Ij6PzDDhw9Xr4/qXot08uRJXLp0qdKb4as61FlxePKzzz6Dp6cnWrVqhcGDB+OPP/6o1O+3336LQYMGoWXLlmjdujUGDhyIxMTESu2E9BUQEIA9e/bU2bqk2uGzOsmgtG7dGr169cLu3bvRq1cvAH8f5vTz84O1tXWl9pmZmfDw8EBwcDBsbGxw+fJl/Otf/0JaWhq2bdsGANi5cydGjx6NF154AWFhYQCg3qM5e/YsBg8eDE9PT6xbtw6NGjXCtm3bMHz4cBw8eBBeXl7q73rw4AEmTZqE2bNn4/3330ejRo3Uy3755Rekpqbi3XffhaWlJT788EOMGTMG586dU//jLKRWXalUKpSWllY5/2lTp05FUlIS5s6dix49euDKlSv48MMPkZGRgejoaK3fsWPHDixatAjjxo3D8OHDcfPmTYSEhKgfLPy00NBQjBgxAtHR0Thx4gRWrVoFOzs7LF68GF26dMGaNWswf/58rF69Gl27dgWAat/8fvjwYdja2go+Z7l7924oFAqsWrVK/VzH4OBg/Pbbb7Cw+PufvM2bN2PhwoXw8/PDpk2bYGNjg99//x0ZGRk69wUAvXv3xoMHD3DixAn069dPUJ2kPww+MjiBgYF47733sHr1ahQUFODHH3/Ef/7znyrbPvmgXZVKhZ49e8LW1hbTpk3DmjVr4ODggC5duqBhw4ZwdHSsdGhsyZIlaNWqFeLj49GwYUMAwCuvvIKXXnoJ//rXvxATE6NuW1hYiM2bN1d54clff/2Fo0ePqkNOLpdjwIABOHToEEaNGiW4Vl19/PHH+Pjjj6tc9uTrbH755Rfs3bsXUVFR6rdo9O/fH/b29pg6dSrOnTtX5QtCy8vLsXr1arz22msaF5Y899xzGD9+fJXfO3LkSCxevFj9HadOnUJcXBwWL16MJk2aqEPOzc1N0KHKkydPwt3dHWZmwg5QNWjQALt379Z45c6ECRNw6tQp9OjRAw8ePMCKFSswZMgQ7Ny5U93mlVde0bmvCi+88ALMzMxw8uRJBp8R4KFOMjjDhw9HSUkJkpKSsGfPHsjlcq3/mDx48ABLly6Fl5cXnnvuOTRr1gyhoaFQqVS4fv16td/z6NEjHDt2DP7+/jAzM0NpaSlKS0uhUqnQr1+/Soc7LSwstL6928fHR+OwW8VLXJ98snxtatXmzTffRHJycqWfp9/K/d///hcNGzbEsGHD1OMsLS1Vv87m6bFWuH37Nm7fvl3pSf5+fn4aezxPevrCGHd391q90Pfu3btwdHQU3H7AgAEaQfX0ujhx4gQKCwvxj3/8o9Z9VWjQoAGaNGmCrKwswXWS/nCPjwyOra0t/Pz88PXXXyMjIwOjRo3S+r/9mTNn4qeffsKiRYvg4eEBa2trnDp1CvPnz9c4d1WV/Px8lJWVISIiAhEREVW2KS8vV3+3k5MTzM3Nq2xnb2+vMW1paQkAGjXUplZtnJ2d8eKLL9ZYT05ODkpKStCyZcsq+8nLy6tyfnZ2NgBUemefubm51jB6+rsbNmxYqwuBiouL1b9PIar6fuB/66JirC1atKh1X09q1KgRz/EZCQYfGaTAwECMHj0a5eXl+OKLL6psU1RUhMTERISFhWlcZHHx4kVB39G0aVOYmZkhJCREffjvaU8Grkwm02EE4tZaWw4ODrCyssJ3331X5XJnZ+cq51e8DDQnJ0djfllZGXJzc8UtUgsHBwcUFBSI1l9FYN+9e1e9ByeG/Px8nfZMSX8YfGSQBgwYgDfeeANNmzZFp06dqmxTXFyMsrIyjUNRADTOy1WwtLSs9L9xa2trvPTSS7hw4QK6dOki+BzSs9ClVim88sorWLt2LR48eKDTOaiWLVuiZcuW2L9/P9588031/ISEhCovqhGiYu9N6N6RQqHQeij2Wfj4+MDGxgb//ve/qzyv9yyys7NRVFQEV1dXUfojaTH4yCCZm5tr3dOr0LRpU3Tv3h0bNmyAXC6Ho6Mjdu7cibt371Zq6+bmhl9//RVJSUmQy+VwcHBA27Zt8eGHH8LPzw8BAQEYN24c5HI5cnNzce7cOZSVleGDDz4QZTy61CqFPn36YOTIkRg/fjxmzpwJb29vmJmZISMjAwcPHsSyZcuq/EfbzMwMCxcuxJw5czB79mwMHz4caWlp+OSTT9CkSZNn+s+Cq6srLCwssHPnTtjb28PS0hKurq5aH1DQq1cv7Nq1C3l5ec90AdDTbG1tsWTJEixYsADjxo3DqFGjYGtri/Pnz8PS0hKhoaE693ny5EkAf1/dSYaPF7eQUdu6dSu8vLzwzjvvYMaMGZDL5Vi1alWldkuXLoVCocDEiRMxYMAAdRsvLy/88MMPcHBwwMKFCxEQEIBFixbh4sWL6tsp6rpWqWzZsgVhYWHYv38/goODMWHCBGzZsgUuLi6VzuE9afz48fjoo4+QnJyM4OBgREdH4/PPP4dMJkOTJk10rsPBwQERERG4cOEC/Pz8MGDAAJw9e1Zrez8/P1hZWSEpKUnn79Jm6tSp2L59O+7cuYOpU6di/Pjx2L9/P9q2bftM/X3//ffw8vLC888/L1qNJB1ZQUFB5Rt+iIiqcfr0aQwcOBCfffYZAgMDJf++6dOn486dO9i/f7/k36WroqIiuLm5YcWKFVpv8SDDwuAjomqlpaVh69ateOmll2Bra4urV68iMjISDRo0wK+//qrxGDEpa+jRoweSkpKqvIpVn6KiovDFF18gJSVF6y0eZFi4loioWo0aNcIff/yBr7/+GgUFBbCzs0P//v2xdOnSOgk9AGjXrh02bdpU6epSQ2BpaYlNmzYx9IwI9/iIiMik8OIWIiIyKQw+IiIyKQw+IiIyKQw+IiIyKQw+IiIyKQw+IiIyKf8PioN63OXnoRYAAAAASUVORK5CYII=", "text/plain": [ - "
" + "Histogram with 'Maternal Height (inch)' on the x-axis and 'Percent per unit' on the y-axis. The data is symmetric about x=64. The range of the data is approximately x=57 to x=71.5." ] }, "metadata": {}, @@ -167,7 +167,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Plot is titled 'Normal Curve ~ (mu = 0, sigma = 1) negative infinity < z < infinity' with 'z' on the x-axis and 'phi(z)' on the y-axis. The curve has positive y values from about x=-3 to x=3 with a peak at x=0. The data is symmetric about 0 and bell shaped." ] }, "metadata": {}, @@ -241,7 +241,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "The same graph showing the Normal Curve is reproduced with the addition of a shaded region. The area under the curve to the left of x=1 is shaded gold. Previous description of the graph is: Plot is titled 'Normal Curve ~ (mu = 0, sigma = 1) negative infinity < z < infinity' with 'z' on the x-axis and 'phi(z)' on the y-axis. The curve has positive y values from about x=-3 to x=3 with a peak at x=0. The data is symmetric about 0 and bell shaped." ] }, "metadata": {}, @@ -303,7 +303,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "The same graph showing the Normal Curve is reproduced with a different region shaded. This time, the area under the curve the right of x=1 is shaded gold. The previous description provided for the graph is: Plot is titled 'Normal Curve ~ (mu = 0, sigma = 1) negative infinity < z < infinity' with 'z' on the x-axis and 'phi(z)' on the y-axis. The curve has positive y values from about x=-3 to x=3 with a peak at x=0. The data is symmetric about 0 and bell shaped." ] }, "metadata": {}, @@ -356,7 +356,7 @@ "data": { "image/png": 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pU6dO5dmzZ5QvXx57e3uGDh2a73HmVbVq1WjSpAlHjhxJ31x38eJFzM3NmTt3LvPnzyc+Pp6uXbvy9ddfM3z4cH744Yd8n9uUV6VKlWL//v3MmDGDUaNGoVar+eCDD1iyZEmGNabX+yJz2gSmUqkICAjA09OTuXPnkpaWhoODA9u3b0//+RemQYMGZfi3h4cHkHlz57FjxzAyMsrxAK+CWlZeWFlZMWbMGMaMGZPl7o1/u3HjBmlpaWzfvj3TkcN9+/bF19dXo8t/TRPfh7ehio2Nzd8hVEKIXAsICGD69OlcvXqVkiVL0rNnT4B8nYemlK+//pqFCxdy6dKl9M3C+qJXr16UK1cu/cAloT909+QHIXSIq6srlSpVYvPmzcCrIygL62T0gnLq1Cnc3Nz0ruBCQkIICgrSyuuKircnmyuFKASGhoasW7eOixcvcufOHR4/fqxzJffv02D0SVRUFN7e3opdF1JolmyuFEIIobdkc6UQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwW+u+NU3WRPowB9GMc+jAG0I9x6MMYQLfGISUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSW1pWcn58f9vb2WFlZ4ejoyOnTp3P1vJs3b1KlShWsra01nFAIIYSu0KqS27t3L9OmTcPDw4OTJ0/SvHlzXFxcuHv3bo7PS0pKYujQobRq1aqQkgohhNAFWlVy3t7e9OvXj0GDBlGnTh28vLywsrLC398/x+fNnTuX+vXr8/HHHxdSUiGEELpAa0ouKSmJ4OBgnJycMkx3cnLi3Llz2T7v6NGjHD16lKVLl2o6ohBCCB1TTOkAr8XExJCamoqlpWWG6ZaWlkRFRWX5nIiICMaPH8+2bdswNTXN9bJCQ0PfKmth0IWMb6IPYwDdGodarSYyMpLr16+nfz16FEmNGjWpXbsOtWvXpnbt2pQuXVrpqPmiSz+L7OjDGEC7xmFra5vtY1pTcq+pVKoM/1ar1ZmmvTZixAiGDh1Ks2bN8rSMnL4h2iA0NFTrM76JPowBdGccL168YP369fj4eKMiGYd6ZWhUtxjDP1ZTsdxzroc/IvjqH2wJTOLS1Thq1rBh5qwv6NS5c7bvL22jKz+LnOjDGEC3xqE1JWdhYYGhoWGmtbbo6OhMa3evnTx5klOnTqVvqlSr1aSlpWFhYcGKFSsYPHiwpmMLoai0tDT27NnDggULaNKwFIFbS1Kv+j1UPM0wn9O/PgempsJPJ+8yddYQfL1tWbjYG3t7+0JOLkTh0JqSMzIywsHBgcDAQHr27Jk+PTAwkB49emT5nP+eXvDTTz+xYsUKTpw4QeXKlTWaVwilnT59mlmzZqFKe8K2ZUY4Nr6BitQ3Ps/QED5ql0SX92HDnlBcnD/kww87MnPOMnnfCL2jNQeeALi7u7N9+3a2bt3KtWvXmDp1KhEREQwZMgSA+fPnZyi8evXqZfiqVKkSBgYG1KtXDzMzM6WGIYTGrV27lmFDBzG+/3POBUTQtvGtXBXcvxUrBu6uiVz7KYkqZX6h3Qfv8tefuTsvVQhdoTVrcgDOzs48fvwYLy8vIiMjqVu3Lrt378bGxgZ4daBJWFiYwimFUI5arWbu3LkcPfIDp3eVoHqFt9/5X9YUvpyYQBsHcO3dgw0bt+D04UcFkFYI5aliY2PVSocQGenSTt3s6MMYQLvGkZKSwrhx47hx7RwHvOOpUDaiwJdx6m9wHleMJYu/5NM+wwv89d+GNv0s8ksfxgC6NQ6tWpMTQmQtISGBIUOGoE6+zXG/Z5gaP9LIclq/Cyf8U+gychrR0Q8Z6T5bI8sRorBo1T45IURmCQkJfPrpp5QrdY/9X0VqrOBea1Abfv82hc1+a/BaMk6jyxJC06TkhNBiarWacePGUa3iM7YuDKdEsSeFstxq1hC0LZmAbwP4YfeqQlmmEJogmyuF0GJr167l5vW/CNr6nGIG8YW67AoW8MPaVDoM+4JatZtj79C6UJcvREGQNTkhtNSJEyfw8V7L3rXJlCoRrUgGh7qwblYqAz9zJiY668vrCaHNpOSE0EK3bt1i1KiR7FhVhuoV7imapU9X6NMliaEDPiA5OVnRLELklZScEFrm+fPn9OvXjzljLWnb+KbScQBYNF6NSfFo5kz7ROkoQuSJlJwQWkStVuPm5kZLB0PcemlHwcGrS4Ht8Erh+Ikz7Nj6hdJxhMg1KTkhtMiOHTsIvxWC94wHGKiSlI6TgVkZ2PtVKrPnruLunf8pHUeIXJGSE0JLREREMGfObPwXGWBSvHBOFcirBrVh/IBUPMb2RK2WiyUJ7SclJ4QWUKvVTJ48maF9rGhaR7uvzzp1OERGRrN720ylowjxRlJyQmiBH3/8kevXgpk7ouCvR1nQihcH/y9SmT1/A5ER4UrHESJHUnJCKCwmJoapU6fgt8iIkkaPlY6TK+/Wh2GfpjJtotytQGg3KTkhFDZ9+nR6d7ekTcNbSkfJkzlu8L9rDziw50ulowiRLSk5IRR09OhRzp8LYpF7FCqlw+SRcQnY/EUqntOX8zjmodJxhMiSlJwQComPj8dj0iQ2LiyJqYlm7yygKa0ag0vnFOZP76F0FCGyJCUnhELWrVvHe++a8mEz7T6a8k0WjoUjv9zk0l8HlY4iRCZSckIo4OHDh6xf78uXE+NRkaZ0nLdS1hTmuacxe+YYOXdOaB0pOSEUsGjRIob1qUStSneVjlIghveCqOhnHDuwVOkoQmQgJSdEIQsJCeHY0cPMGK7M7XM0oVgxWO6Zxuy5q0hOeql0HCHSSckJUYjUajWzZs1i9tjymJfSzYNNstP5faheOYlvNgxXOooQ6aTkhChER44cIfLhLUY4698h9yoVLJ+iZumqn4h98kDpOEIAUnJCFJrk5GRmz57N8mnGGBk+UzqORjSsDZ98mMqqRa5KRxECkJITotBs2bKFatYqura8o3QUjVowFr7dc5mw0HNKRxFCSk6IwvD8+XO8vJax3DNZ6+4TV9CsysPEQWksnj9E6ShCSMkJURg2bdpEu1YWNKoVrnSUQjF+APx25iHXLh1WOooo4qTkhNCwZ8+e4ePjzZxRiTp3fcr8Kl0KJg9Rs2zJRKWjiCJOSk4IDduwYQMfvl+e+tVvKx2lULn1hd/PR3Il+IDSUUQRJiUnhAY9ffqU9et9mTPqhdJRCl2pkuA5VM2yJR5KRxFFmJScEBq0fv16Ore1pK6Nfh9RmZ3RrnDu72gu/71P6SiiiJKSE0JDYmNj2bBhPbOL4FrcayVNYMqwNJYt8VQ6iiiipOSE0BAfHx+6tbeiTpWiuRb32sg+8OfFaEL+3KN0FFEESckJoQGxsbH4+W1i1sh4paMozsQYpg5Xs3TJNKWjiCJISk4IDVi3bh0ffWhFbWv9uJXO2xrRG4IvxxB8fpfSUUQRIyUnRAF7+vQpmzf7MXOErMW9Zlzi1drc8mUzlY4iihgpOSEKmL+/P53bWmEra3EZDPsUzl+I4frln5SOIooQrSs5Pz8/7O3tsbKywtHRkdOnT2c779WrV+nevTu2trZYWVnRqFEjFixYQFKSfl8bUGivFy9esH69L1OGyo1D/6ukCYz7TM3aVVOUjiKKEK0qub179zJt2jQ8PDw4efIkzZs3x8XFhbt3s/5EbGRkRN++fdm7dy9//PEHS5YsYdu2bXzxxReFnFyIV3bs2MG7DcvS6J2idXWT3HLrCweP3+de+Hmlo4giQqtKztvbm379+jFo0CDq1KmDl5cXVlZW+Pv7Zzl/zZo16d+/Pw0bNsTGxoauXbvi4uLCmTNnCjm5EJCSksKaNWuYOjwFFWql42gl87Iw7FM1679yVzqKKCK0puSSkpIIDg7Gyckpw3QnJyfOncvdfalu3brFiRMnaN26tSYiCpGjH3/8kcoVVHzQ6J7SUbTaxEEQsPcmjx/dUDqKKAKKKR3gtZiYGFJTU7G0tMww3dLSkqioqByf27FjRy5evMjLly8ZNGgQc+bMyXH+0NDQt86rabqQ8U30YQyQu3Go1Wq+/PJLFk9IQUVyIaTSXZUrwKcd0vBeMRDXYd/k6bn68DulD2MA7RqHra1tto9pTcm9plJlvBmJWq3ONO2//P39iYuL4/Lly8yZM4fVq1czadKkbOfP6RuiDUJDQ7U+45vowxgg9+M4fvw4xQ1f4NwuphBS6T7PodC6/1UmzihL6TIVcvUcffid0ocxgG6NQ2tKzsLCAkNDw0xrbdHR0ZnW7v6rSpUqANjZ2ZGamsq4ceMYN24cxYppzfCEnlu1ahVTPjfGQFV0r1OZF7VrQNvmaWz3G8mIST8oHUfoMa3ZJ2dkZISDgwOBgYEZpgcGBtKiRYtcv05aWhopKSmkpqYWdEQhsnT+/Hnu3blB306RSkfRKVOHw5qNQSS9lJPmheZo1aqOu7s7I0eOpEmTJrRo0QJ/f38iIiIYMmQIAPPnz+evv/5i//79AOzcuRNjY2Pq1auHkZERFy5cYMGCBXz88ceUKFFCyaGIImT16tVMHFoGI0Mpubxo2gDsaqSw99uxuA7L+ghqId6WVpWcs7Mzjx8/xsvLi8jISOrWrcvu3buxsbEBICIigrCwsPT5ixUrxsqVK7l16xZqtZqqVasyfPhw3NzclBqCKGJu3LjB+fNn2LUo5/3GImuew2DSsp/oMyQNlYHWbFgSekSrSg5g+PDhDB8+PMvHfH19M/y7V69e9OrVqzBiCZElHx8fPne1pLTxdaWj6KQOrcCAl/x2ZDFtu85SOo7QQ/LRSYh8iomJ4fvv9+DuGqd0FJ2lUsGkwWrWefspHUXoKSk5IfLJ39+fnp0qYm3xQOkoOq1vN/jn+lP+F7xX6ShCD71VycXFxREfL0dGiaInMTERP79NTBokF2J+WyWMYEx/Nb5rZysdReihPO2T++233zh48CBnz54lNDQ0/Wr/RkZG1K5dmxYtWtC9e3ccHR01ElYIbfHdd9/R0M6UhjVvKR1FL4zsDe90fsDMexexqtJI6ThCj7yx5JKTk9myZQvr1q3j7t27lC1bFgcHB5o0aYK5uTlqtZrY2FjCwsLYvXs3fn5+WFtbM3bsWIYOHUrx4sULYxxCFBq1Wo2Ptzcrp6nlQswFxMIc+nVTs9l3DDMWBSkdR+iRN5Zc48aNefnyJa6urjg7O9O4ceMc5//zzz/Zt28fy5cvZ+3atVy+fLnAwgqhDX755RcMDeLp2Dzna6qKvJk4CFr2/Yfx0x5RyjTnqxwJkVtvLLnx48czYMAAjI2Nc/WCTZs2pWnTpsyaNYtt27a9dUAhtM26deuYMLgEBirZH1eQ3qkGbd5N47tv3Bk8ZrfScYSeeOOBJ59//nmuC+7fjI2N+fzzz/MVSghtdfnyZa7+7xL9O0crHUUveQyBdZt+JTUlSekoQk/k+ejKu3fv8uTJk2wff/HiRbZ38hZC1/n4+OD2WTmMi8cqHUUvtX4XypVN5ucf5UhLUTDyXHL29vY0aNCA3buz3pxw4MABGjWSo6OE/omMjOTQoYOM6PVM6Sh6S6WCiQPV+GzYrnQUoSfydZ5cuXLlGDVqFNOnTyctLa2gMwmhlfz9/en9UUUqlI1QOope+7Qj3LoTx6W/pOjE28tXyc2ZM4eZM2eyceNGevToQXS07J8Q+i0xMZEtW/wZ318ONtG04sVhTD81G7y/UDqK0AP5vuKJh4cHO3fu5PLly7Rt25YLFy4UZC4htMqePXtwqF+WetXvKB2lSPjcBQ6deEjU/YtKRxE67q0u69WhQwdOnDhB6dKl6dq1KwEBAQWVSxFkcZkAACAASURBVAitoVar8fHxYcKANDn5u5CUMwPXLmq2bBirdBSh4976As21atXixIkTtG/fnrFjx7J69eqCyCWE1jh58iRpKU/p9J5ciLkwjR8ImwP+IfFF9kdzC/EmBXIXglKlSvHtt98yffp0rl27VhAvKYTW8PX1ZfwgEwxUiUpHKVLq1ICm9VP54dtxSkcROizPN03N6Rw5T09PunfvTkxMzFuFEkJb3Llzhz//PMeeL+XO30qYMBAmef2M6zA5ilvkzxvX5GJj83bSa926dWnTpk2+niuEttm1axfD+1hSqsRjpaMUSR+2AnXqS34/vkzpKEJHvbHkGjZsyPz587l9+3auXzQ8PJzZs2djb2//VuGEUFJsbCxHjhzGTe78rRiVCiYMVOPru0HpKEJHvXFzpa+vL4sXL+arr76iSZMmODo60rhxY6pVq4aZmVn6rXZu375NcHAwgYGBXLhwATs7O3x9fQtjDEJoxLZt2/iwjQVVy4crHaVI6/8RzFgdy8PbQdja2iodR+iYN5Zc9+7d6datG8eOHSMgIABvb28SExNRqTLuo1Cr1RgbG9O+fXumTJlCx44dM80jhK5ISUlhw4YNjHCxBsKVjlOkmRjDyN5q9u1ZzQcfDlU6jtAxuTrwRKVS0alTJzp16kRycjIXLlzg+vXrPH78aj9FuXLlqFOnDg4ODnKTVKEXDh48SPHiFpz+uwlwTuk4RZ5bX6j30QPmxMZiZmamdByhQ/J8dGXx4sVp3rw5zZs310QeIbSCr68vBgYfULKE3PJFG1SqAJ0cLdi6dSvjxskpBSL38n2e3N27dzl//jzXrl0jNTW1IDMJoai//vqL8PB7RETUUDqK+JeR/auwceNGUlJSlI4idEieSy4qKooePXrQqFEjOnfuTMuWLalWrRpDhw4lJCREExmFKFS+vr6UKdOO+Hj58KZNHOqbUrVqVQ4cOKB0FKFD8lxyEyZM4Pfff8fFxYUVK1awYMECunbtyq+//oqTkxPr16/XRE4hCsX9+/c5duxnYmMdlI4isuDm5iZHbYs8eeM+uW7dumFnZ4ednR21a9fm119/xd3dnYULF2aYLyEhgQULFjBjxgyqV69O586dNRZaCE3x8/OjUqX3uXZNLsSsjbp27crMmTP5888/adq0qdJxhA54Y8kZGBhw8OBB/P39gVdHWu7evZvr16/ToEEDGjRoQP369bG1teXLL78kMjISLy8vKTmhcxISEvjmm62UKjVR6SgiG4aGhowcORJfX182b96sdByhA95Ycq+3f8fGxnL16lU+/vhjqlSpQnR0NL6+vrx48QKVSoWxsTF2dnaoVCouX77M2bNnqV27NuXKldP4IIQoCDt37sTCog6hoSWUjiJyMGDAALy8vLh37x5VqlRROo7QcrneJ2dmZsZ7771HgwYNsLGx4cSJE9y/f59z586xadMmRo0aRfny5bl79y5JSUl07dqVd955h1q1atG1a1dNjkGIt5aWloav73pSU9soHUW8QZkyZXB1dcXPz0/pKEIH5Pk8OU9PT/r27UvlypWZM2cOtWvXpnbt2nz66acAzJw5k6+//pqdO3dy7do1rl27RmhoaIEHF6Ig/fLLLyQmQmRkBZAbo2q9kSNH8uGHH+Lp6UmpUqWUjiO0WJ5LrnPnzixZsoSZM2eyc+dO2rdvT8OGDTE2Nubs2bP88MMPdO3alffff5/3339fE5mFKHDe3t6UKOFIUpIUnC6oUaMG7733Hjt27GD48OFKxxFaLM8lBzBq1ChatmzJ6tWrOXz4MN999136Y23btpW7gwud8s8//xAS8g+pqd0BuW+ZrnB3d2fMmDEMHToUA4MCuf+z0EP5KjmARo0asWXLFlJTU7l16xZPnz6lUqVKWFtbF2Q+ITTO29sbCwsnrl+XgtMlLVu2xMzMjMOHD9OtWzel4wgt9dYffwwNDbG1taVp06ZScELnREREcPDgIZ49a6x0FJFHKpUKd3d3vL29lY4itJjWreP7+flhb2+PlZUVjo6OnD59Ott5g4KC6Nu3L3Xq1KFSpUq0atWKbdu2FWJaoetenfzdmogIrXsriFz4+OOPuXPnDhcuXFA6itBSWvXO3rt3L9OmTcPDw4OTJ0/SvHlzXFxcuHv3bpbznz9/nvr16/PNN99w5swZhg0bxoQJEzLsIxQiOwkJCWzZ8jUvXrRUOorIp2LFijFy5EhZmxPZ0qqS8/b2pl+/fgwaNIg6derg5eWFlZVV+tVW/svDw4NZs2bx3nvvUb16dYYNG8ZHH33E/v37Czm50EWvT/6+c8dY6SjiLQwcOJATJ05w7949paMILaQ1JZeUlERwcDBOTk4Zpjs5OXHuXO5vWvn8+XO5qaJ4o7S0NHx8fEhJkZO/dV3ZsmXp27cvGzZsUDqK0EJaU3IxMTGkpqZiaWmZYbqlpSVRUVG5eo0jR47w22+/MXjwYA0kFPrk6NGjJCcX5+5dyzfPLLTeqFGj+Pbbb3n+/LnSUYSWyfcpBJqiUqky/FutVmealpWzZ8/y+eefs3TpUpo0aZLjvLpwBRZdyPgm2jwGLy8v1OpWJCfLyd+6JKffqSZNmrBy5Ur69etXiInyTpvfF3mhTeOwtbXN9jGtKTkLCwsMDQ0zrbVFR0dnWrv7rzNnztC7d2+mT5/OsGHD3risnL4h2iA0NFTrM76JNo8hODiYu3cfkpjYHzn5W7fk9Ds1ffp0hgwZwsyZMylWTGv+tGWgze+LvNClcWjN5kojIyMcHBwIDAzMMD0wMJAWLVpk+7xTp07h4uLClClTcHNz03RMoQfWrVuHubkTz59LwemTJk2aULlyZTnwTGSgNSUHry7Ts337drZu3cq1a9eYOnUqERERDBkyBID58+fTo0eP9PmDgoJwcXFhyJAh9O7dm8jISCIjI4mOjlZqCELLhYeHc/z4CZ48kTt/66Nx48bx1VdfoVbLZmjxilaVnLOzM0uWLMHLy4v333+fs2fPsnv3bmxsbIBXV6cICwtLn3/79u0kJCSwdu1a6tSpk/7Vrl07pYYgtJy3tzdWVu149EjpJEITOnfuzMuXL/ntt9+UjiK0hCo2NlY+8mgZXdrenR1tHEN0dDTvvtuE0qWn8+CBYa6e49zxBt9/JYema4MnKW0xqLrvjfMFBATw3XffsW/fm+ctbNr4vsgPXRqHVq3JCaFJGzdupFKl93JdcEI3ubi4cP36dYKDg5WOIrSAlJwoEuLj49m82Z8XL1orHUVomJGREaNHj2bNmjVKRxFaQEpOFAlbt27FwqIud+6YKB1FFILBgwfz66+/ZtiHL4omKTmh95KTk/H29iYpSe5UX1SYmpoyZMgQ1q1bp3QUoTApOaH3vv/+e4yMLLl7t5zSUUQhGjlyJN9//z2P5FDaIk1KTug1tVrNV199hUrVjtRUOZC4KKlQoQLOzs5y4eYiTkpO6LWff/6ZuLgU7t+Xu9YXRWPGjGHLli1y4eYiTEpO6C21Ws2KFSsoUaI9iYlyCa+iqGbNmjg6OrJlyxalowiFSMkJvXXy5Enu3IkgIqK20lGEgjw8PPD29iYhIUHpKEIBUnJCb3l5eVGqVCfi4lKVjiIUVL9+fZo1a8Y333yjdBShACk5oZfOnDnDjRvhREbWUTqK0AKTJ09m7dq1JCYmKh1FFDIpOaGXvLy8MDXtJLfTEQA4ODjQsGFDAgIClI4iCpmUnNA7f/75J5cu/Y9Hj+opHUVoEU9PT1atWkVSUpLSUUQhkpITesfLywszs07ExspanPj/mjZtiq2tLTt37lQ6iihEUnJCrwQHB/PXX8FERzdUOorQQp6enqxcuZKUlBSlo4hCIiUn9Mry5cspV64jT57IWpzIrFWrVlSpUoXvvvtO6SiikEjJCb3xzz//cPr0WWJiHJSOIrSYp6cnK1asIDVVTi0pCqTkhN5YunQp5ct3IiZG1uJE9j744AMsLS1lba6IkJITeuHChQucPn2OmJh3lY4itJxKpWLWrFl8+eWXcqRlESAlJ/TCwoULKVeuq6zFiVxp3bo1tWrVYtu2bUpHERomJSd0XlBQEFeuXCcysoHSUYQOmT17NsuXL5drWuo5KTmh09RqNV988QWmpt14+lTW4kTuOTg40KxZM/z8/JSOIjRISk7otGPHjnH/fjQPHsg1KkXezZgxgzVr1vD06VOlowgNkZITOistLY2FCxdibNyV+Hg5HFzknZ2dHR06dMDb21vpKEJDpOSEztq3bx9xcWncv19d6ShCh02dOpVNmzYRHR2tdBShAVJyQielpKSwaNEiDA278uKF7IsT+Ve9enV69erFqlWrlI4iNEBKTuikV7dMKcudOxWVjiL0gIeHB9u3b+fu3btKRxEFTEpO6Jxnz56xaNFi1OquJCerlY4j9EDFihUZPnw4CxYsUDqKKGBSckLnrFq1CgsLe8LCyiodReiR8ePHc+rUKc6fP690FFGApOSETgkPD2fLlq959qw9almJEwWodOnSzJ49mxkzZpCWJvt59YWUnNAp8+bNo2LFTty/b6h0FKGH+vTpQ2pqKt9//73SUUQBkZITOuP06dOcPn2OR4+aKR1F6CkDAwMWL17M/Pnz5XJfekJKTuiEtLQ0ZsyYQdmyn8hFmIVGtWzZkmbNmrF27Vqlo4gCICUndMLOnTt59iyVe/feUTqKKALmzZvH+vXrefDggdJRxFuSkhNaLy4u7v8O7f6IFy/k8l1C86pVq8aQIUPklAI9ICUntN7y5csxM6tHWJi50lFEETJx4kR+++03zp07p3QU8Ra0ruT8/Pywt7fHysoKR0dHTp8+ne28iYmJjB49mlatWlG+fHm6detWiElFYbh8+TJbt27j2bOOcsqAKFSmpqYsXryYCRMmyB3EdZhWldzevXuZNm0aHh4enDx5kubNm+Pi4pLtpXZSU1MxNjZmxIgRdOzYsZDTCk1LS0tjwoQJWFr25MEDOWVAFL6ePXtSpUoV1q1bp3QUkU9aVXLe3t7069ePQYMGUadOHby8vLCyssLf3z/L+UuVKsWqVasYPHgw1tbWhZxWaJq/vz9PniRz9249paOIIkqlUrF8+XLWrVtHWFiY0nFEPmhNySUlJREcHIyTk1OG6U5OTrJNvAh6+PAhixcvITXVmYQEOWVAKKdatWpMnDiRSZMmoZZt5jpHa0ouJiaG1NRULC0tM0y3tLQkKipKoVRCKdOmTaNixXaEh5dUOooQjBo1ikePHvHdd98pHUXkUTGlA/yXSqXK8G+1Wp1p2tsKDQ0t0NfTBF3I+Cb5HUNQUBBnzvzBy5fjCziR0HVKvi8mT56Mh4cHNWvWpGzZ/F8cXB/e26Bd47C1tc32Ma0pOQsLCwwNDTOttUVHR2dau3tbOX1DtEFoaKjWZ3yT/I4hLi6OlStXYmran6gordnQILSEku8LW1tbTp06xTfffJPvq6How3sbdGscWvNXxMjICAcHBwIDAzNMDwwMpEWLFgqlEoVt7ty5mJraER5eQekoQmQye/ZsAgMDOXHihNJRRC5pTckBuLu7s337drZu3cq1a9eYOnUqERERDBkyBID58+fTo0ePDM+5evUqISEhxMTEEB8fT0hICCEhIUrEF2/p2LFjHDp0hJiYzqTKhU2EFipTpgze3t6MGTOGmJgYpeOIXNCazZUAzs7OPH78GC8vLyIjI6lbty67d+/GxsYGgIiIiEyH8f73PLoPPvgAgNjY2MILLt5adHQ0Y8eOpXTpwdy8KUewCe3l6OjIp59+yoQJE9i6dWuBHzMgCpZWlRzA8OHDGT58eJaP+fr6Zpp26dIlTUcSGqZWqxk3bhzly7fmn3/KKx1HiDeaPXs27dq1Y/v27fTv31/pOCIHWrW5UhRN27Zt48qVWzx40FrpKELkSokSJdi0aRNz5swhPDxc6TgiB1JyQlG3bt1i3rz5gCtPnshJ30J31K9fn4kTJzJq1ChSUlKUjiOyISUnFJOSksKIESOwsvqI8PBSSscRIs/c3NwwMjJi9erVSkcR2ZCSE4pZuHAhz54ZcPu2vdJRhMgXAwMDfH192bBhA6dOnVI6jsiClJxQxL59+9i1aw/Pn7uQkCDnCwjdZW1tzfr16xk2bBj3799XOo74Dyk5UeiuXLnCpEkemJgM5eFDpdMI8fbat2/PiBEjGDhwIC9fvlQ6jvgXKTlRqGJjY/nss8+oUMGFsLAySscRosBMnDiRypUr4+npqXQU8S9ScqLQpKWlMXLkSExMGnDzpm5c906I3FKpVPj4+HDu3Dm+/vprpeOI/6N1J4ML/bV06VJu3owiOnogyclyyLXQP6ampgQEBNC5c2fq169Ps2bNlI5U5MmanCgU+/btY8uWrbx40YfYWCk4ob/eeecd1q5dy6BBg7hz547ScYo8KTmhcb/99huTJnlQsuTn3L9vqHQcITSuS5cujBkzhk8//VQu5KwwKTmhUcHBwQwdOoxy5YYTHm6qdBwhCo2bmxvdu3fHxcWFuLg4peMUWVJyQmNu3rxJnz59sLDox40bcuFlUfTMmTOHevXqMXDgQJKSkpSOUyRJyQmNiI6OxtnZmXLlenD9elWl4wihCJVKxerVqylRogRubm6kpcn1WQublJwocLGxsYwdOxZT09aEhtZROo4QiipWrBj+/v7cv3+flStXolbL/RILk5ScKFBRUVF069YNlao2oaFNSEmRN7QQJiYm7Nixg5CQEDw8PGSNrhBJyYkCc/fuXbp06QI0JDy8HS9fyhtZiNfMzMzw8fHhf//7n9yepxBJyYkCcfPmTbp27YqxcWuuX29GcrLSiYTQPqVLl+b777/n8ePHDBo0SK5zWQik5MRb++eff+jWrRumpp25erUhycmyBidEdkqWLMn27dsxNDTE1dWV+Ph4pSPpNSk58VZ+//13evb8BDOzXly5UptUuWuOEG9kZGSEv78/lSpV4pNPPiEyMlLpSHpLSk7ki1qtZsOGDQwaNISyZQdx9Wo1pSMJoVOKFSvGunXraNu2LU5OTvz1119KR9JLUnIizxITE3Fzc8PHZzMlS07gxo0KSkcSQicZGBgwY8YMli5dSu/evQkICFA6kt6RuxCIPLl//z4DBgwgMbEML16MJCpK9r8J8ba6d+/OO++8Q79+/bh48SKLFi2iePHiSsfSC7ImJ3Lt6NGjODk58fJlPcLCekjBCVGA7Ozs+OWXXwgLC6NHjx6Eh4crHUkvSMmJN3r69Cnu7u6MH+9B6dKD+OefRrx4IUeYCFHQzMzM2LlzJ126dMHJyQl/f3+5QspbkpITOfrll19o1aoVFy48Ji1tAjdvWiodSQi9ZmhoyLhx4/jpp5/Ytm0bzs7O3Lt3T+lYOktKTmQpNjaWiRMnMmqUGyYmrly75kRUlHyiFKKw2NnZ8fPPP9OqVSscHR355ptvSJVzdPJMSk5kkJSUhK+vL02aNOXs2QjAgxs3Ksr5b0IooFixYnh6erJv3z62b9+Oo6Mjv/32m9KxdIocXSmAV+e9HTp0iLlz52JgYIGp6Rj+979SSscSQgANGzbkyJEj/Pjjj4wbNw47OzsWLlxI7dq1lY6m9WRNrohTq9UEBgbSrVs3pk+fC3zM7dt9CA+XghNCm6hUKnr27Mn58+dp06YNXbp0YeLEiYSFhSkdTatJyRVRKSkp7Nmzhw8++IAxYzx49KgBsbHu3LxZiaQkOTVACG1VokQJxo4dy/nz57GwsKB9+/YMHjyYv//+W+loWklKroh5/PgxPj4+NG7cmMWL1/HiRXtiYtwJDbXl+XPZ8SaErrCwsGDWrFlcvHiR5s2bM3DgQLp3786hQ4dIltuApJOSKwKSk5M5fPgwAwcOxN6+EVu2HMPQcAB37nzGjRvWJCbKmpsQusrU1BQ3NzcuXLjAwIEDWbt2LfXq1WPGjBlcunRJ6XiKkwNP9FRycjJnz57lp59+Ys+e7ylVyopixZphYjKb0FDV/80lpwQIoS+KFy9O79696d27Nzdv3mTHjh307dsXc3NzXFxc6Ny5M7a2tqhUqje/mB6RktMjT5484eeff+bo0aMcP36CMmUqYmTUgBIlxnDnjglpssImRJFQq1YtZs2axYwZMwgKCuLHH3/kk08+wcjIiM6dO9O5c2datmyJkZGR0lE1TkpOh92/f58zZ85w9uxZTp8+TVjYbSpWbIiBQT1MTKZw965c4FWIoszAwABHR0ccHR1Rq9VcunSJI0eOMH/+fK5du0bjxo1p2bIlLVu2pFmzZpiamioducBpXcn5+fmxZs0aIiMjsbOzY8mSJbRq1Srb+f/55x88PT35+++/MTc3Z/DgwUyZMkWvVsnT0tK4ffs2ly5d4vLly1y6dImQkEs8fx6PubkdhoY1SUr6GJXKgrAw2QQphMhMpVJhb2+Pvb09U6ZM4enTp5w/f56zZ8/i5eVFSEgI1apVo2HDhjRo0AB7e3saNGiAhYWF0tHfilaV3N69e5k2bRorVqzgvffew8/PDxcXF86ePUvVqlUzzf/s2TM++eQTWrVqxS+//EJoaCju7u6ULFmSsWPHKjCC/EtMTOThw4fcu3eP8+fPExcXx61bt7h58yY3b97CxKQMpUvbYGhoTVpaDVJSWvDiRWmePft3qUnBCSFyp2zZsnTo0IEOHToA8PLlS/73v/9x6dIlLl26xOHDh7l8+TJGRkbUqlWLmjVrpv/XwMCA0qVLU6FCBQwNDRUeSc5UsbGxWvOXsX379tSvX581a9akT3v33Xf5+OOPmTt3bqb5N2/ezLx587h+/TomJiYAeHl54e/vz5UrVxRbm1Or1SQkJPD06dMMXzExMcTExPDo0SOio6OJiYnhwYMH3Lt3n7i455QpUx4jo3KAGSVKVCYtrRxJSeVITDQjNlYOhFWCc8cbfP/VBqVjCOBJSlsMqu5TOsZbCQ0NxdbWVukYuaZWq4mMjPy/D9s30z9437hxg8ePH/P48WOsrKyoXLkyFSpUwNLSEgsLC8qXL4+lpSXm5uaULVs2w1dh7wfUmpJLSkqiUqVKbN68mZ49e6ZPnzx5MleuXOGnn37K9JyRI0fy5MkTdu/enT7t77//xsnJieDgYKpXr14Y0YUQQmgprVk9iImJITU1FUvLjLdysbS0JCoqKsvnREVFZTn/68eEEEIUbVpTcq/9dxOjWq3OcbNjVvNnNV0IIUTRozUlZ2FhgaGhYaY1sOjo6Exra69VqFAhy/mBbJ8jhBCi6NCakjMyMsLBwYHAwMAM0wMDA2nRokWWz2nevDlnzpwhMTExw/yVKlWiWrVqGs0rhBBC+2lNyQG4u7uzfft2tm7dyrVr15g6dSoREREMGTIEgPnz59OjR4/0+Xv16oWJiQlubm5cuXKF/fv3s3r1atzc3GRzpRBCCO0qOWdnZ5YsWYKXlxfvv/8+Z8+eZffu3djY2AAQERGR4d5JZcuW5YcffuDhw4e0a9cOT09P3N3dGTNmjFJDKFDjxo3DwcGBihUrUqtWLfr27cu1a9eUjpVrT548wdPTk2bNmlGxYkXq16/PpEmTePz4sdLR8uzrr7+me/fu2NjYYGZmxu3bt5WOlCt+fn7Y29tjZWWFo6Mjp0+fVjpSnpw6dQpXV1fq1q2LmZkZAQEBSkfKs5UrV9KuXTuqVq1KrVq16NOnD1euXFE6Vp5t2rSJVq1aUbVqVapWrUqHDh04evSo0rHeSGtOIRCZbdmyhTp16mBtbc2TJ0/48ssvuXjxIiEhIRQvrv2X7Lpy5QqLFy+mX79+2NnZ8eDBAyZPnkylSpX44YcflI6XJz4+PiQmJmJsbMyMGTO4ePGi1m8S37t3LyNGjMhwcYXt27dne3EFbXTs2DHOnj1Lo0aNGDVqFMuXL6d///5Kx8oTZ2dnnJ2deffdd1Gr1SxevJg//viDc+fOYW5urnS8XDt06FD6ieFpaWns2LGDr776il9//ZUGDRooHS9bUnI65PLly7Rp04Y//vhDp04o/bdjx47Rp08fbt++TZkyZZSOk2cXLlygXbt2OlFyeb24graztrZm2bJlOldy/xUXF4eNjQ0BAQF06dJF6ThvpXr16sydOzd9l5I20qrNlSJ78fHxBAQEUKVKlfTNt7ro+fPnlChRgpIlSyodRa8lJSURHByMk5NThulOTk6cO3dOoVQCXpVcWloaZmZmSkfJt9TUVL7//nvi4+Np3ry50nFypFXXrhSZ+fn5MXfuXOLj47G1tWX//v2UKFFC6Vj5Ehsby6JFixg4cCDFismvnibl5+IKonBMmzaNhg0ban05ZOWff/6hY8eOJCYmUqpUKb799lvq16+vdKwcyZpcIfviiy8wMzPL8SsoKCh9fhcXF06ePMmhQ4eoVasWgwYNIiEhQcER5H0M8GpNtG/fvlSqVIkFCxYolDyj/IxD1+T14gpCs2bMmMHZs2fZtm2b1l/YOCu2trYEBQVx/Phxhg0bxujRo7X+IBr5OF3IRo8eTe/evXOcp0qVKun///qiprVq1aJZs2ZUr16d/fv34+rqqumo2crrGOLi4nBxcQFg165dGBsbazRfbuV1HLokPxdXEJo1ffp09u7dy4EDB3T2urpGRkbUrFkTgMaNG/P333/j4+PDunXrFE6WPSm5QmZhYZHv+zOp1WrUajVJSUkFnCpv8jKG58+f4+LiglqtZs+ePZQuXVrD6XLvbX4W2u7fF1f49wXPAwMDM5xrKgrH1KlT2bt3LwcPHqR27dpKxykwaWlpiv89ehMpOS1169Yt9u/fT9u2bbGwsODBgwesWrUKIyMjOnXqpHS8XHn+/DnOzs48f/6cgIAAEhIS0je1mpubF/otN95GZGQkkZGR3LhxA4Br167x9OlTqlatqrWHgbu7uzNy5EiaNGlCixYt8Pf3z3BxBV3w+r6K8OoP6r179wgJCcHc3FxnToOYPHkyu3btHgVGEAAAAmpJREFU4ttvv8XMzIzIyEgASpUqpVUf+t5k3rx5dOzYEWtra+Li4tizZw+///57hrvAaCM5hUBL3bt3jwkTJhAcHMzTp0+pUKECrVq1wtPTU2c+CQYFBfHRRx9l+diBAwd4//33CzlR/i1ZsoSlS5dmmu7t7a3Vh7T7+fnx1VdfERkZSd26dVm8eDGtW7dWOlauZfc71LdvX3x9fRVIlHfZHUU5depUpk+fXshp8m/06NEEBQURFRVFmTJlqF+/PuPGjaN9+/ZKR8uRlJwQQgi9JUdXCiGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWlJwQQgi9JSUnhBBCb0nJCSGE0FtSckIIIfSWXKBZCD2S092mL168SLVq1QoxjRDKk5ITQo9s2LAh07SFCxcSHR2tU1e8F6KgSMkJoUf69OmT4d8rVqzg3r17+Pr66u2984TIieyTE0JP/fzzzyxatIgRI0bQt29fpeMIoQi51Y4QeujmzZs4OTlRr149Dhw4QLFistFGFE1SckLombi4OD788EOePXvGr7/+SoUKFZSOJIRi5OOdEHpErVYzatQowsLCOHTokBScKPKk5ITQI8uXL+fgwYOsWbOGpk2bKh1HCMXJ5koh9MSVK1do06YNtWvXZuLEiZke7969O6VKlVIgmRDKkTU5IfRETEwMaWlpXL16lZEjR2Z6/OLFi1JyosiRNTkhhBB6S86TE0IIobek5IQQQugtKTkhhBB6S0pOCCGE3pKSE0IIobek5IQQQugtKTkhhBB6S0pOCCGE3pKSE0IIobek5IQQQuit/wcbIynO3hOkPQAAAABJRU5ErkJggg==", "text/plain": [ - "
" + "The same graph showing the Normal Curve is reproduced with different regions shaded. In dark blue, the area under the curve is shaded from about x=-3 to x=-1, and in gold the area under the curve from x=-1 to x=1 is shaded. The previous description for the graph is: Plot is titled 'Normal Curve ~ (mu = 0, sigma = 1) negative infinity < z < infinity' with 'z' on the x-axis and 'phi(z)' on the y-axis. The curve has positive y values from about x=-3 to x=3 with a peak at x=0. The data is symmetric about 0 and bell shaped." ] }, "metadata": {}, @@ -418,7 +418,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "The same graph showing the Normal Curve is reproduced with different regions shaded. In dark blue, the area under the curve is shaded from about x=-3 to x=-2, and in gold the area under the curve from x=-2 to x=2 is shaded. The previous description for the graph is: Plot is titled 'Normal Curve ~ (mu = 0, sigma = 1) negative infinity < z < infinity' with 'z' on the x-axis and 'phi(z)' on the y-axis. The curve has positive y values from about x=-3 to x=3 with a peak at x=0. The data is symmetric about 0 and bell shaped." ] }, "metadata": {}, diff --git a/chapters/14/4/Central_Limit_Theorem.ipynb b/chapters/14/4/Central_Limit_Theorem.ipynb index d299877f9..361289a44 100644 --- a/chapters/14/4/Central_Limit_Theorem.ipynb +++ b/chapters/14/4/Central_Limit_Theorem.ipynb @@ -251,7 +251,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Winnings: Red' on the x-axis and 'Percent per uniit' on the y-axis. Two bars are shown. The bar centered at x=-1 has a height just above 50. The bar centered at x=1 has a height just below 50." ] }, "metadata": {}, @@ -304,7 +304,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Net Gain on Red' on the x-axis and 'Percent per unit' on the y-axis. The data is symmetrical and bell shaped with a peak about x=-20 and ranging from x=-80 to x=40." ] }, "metadata": {}, @@ -461,7 +461,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Delay' on the x-axis and 'Percent per unit' on the y-axis. The histogram has the tallest bar on the left centered just to the left of x=0 with a dramatic decrease in height until the bars become so small they're not visible until about x=150, however the graph extends to x=300." ] }, "metadata": {}, @@ -577,7 +577,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Sample Mean' on the x-axis and 'Percent per unit' on the y-axis. The x axis ranges from x=10 to x=24. The graph is mostly symmetric about approx x=16 with a slight tail extending to the right." ] }, "metadata": {}, @@ -701,7 +701,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Sample Proportion: 200' on the x-axis and 'Percent per unit' on the y-axis. The x-axis ranges from about 0.65 to above 0.8. The data is fairly symmetric and bell shaped, centered around 0.75." ] }, "metadata": {}, @@ -748,7 +748,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Two overlaid histograms. Both histograms are bell shaped and symmetrical, centered about 0.75. The wider histogram is in dark blue and labeled 'Sample Proportion: 200'. The wider histogram extends from approximately x=0.67 to 0.81 and has a shorter peak. The less wide histogram is in gold and labeled 'Sample Proportion: 800.' The gold histogram extends from about 0.7 to 0.8 and has a taller peak." ] }, "metadata": {}, diff --git a/chapters/14/5/Variability_of_the_Sample_Mean.ipynb b/chapters/14/5/Variability_of_the_Sample_Mean.ipynb index 9eaacbf86..0cf77d15c 100644 --- a/chapters/14/5/Variability_of_the_Sample_Mean.ipynb +++ b/chapters/14/5/Variability_of_the_Sample_Mean.ipynb @@ -79,7 +79,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Delay' in the x-axis and 'Percent per unit' on the y-axis. The histogram has its tallest bar just to the left of x-0, then a quick decrease with bars visible until about x=200, however the x-axis extends out to x=300. There is a triangle just to the right of x=0 under the histogram." ] }, "metadata": {}, @@ -158,7 +158,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram titled 'Sample Size 100' with 'Sample Means' on the x-axis and 'Percent per unit' on the y-axis. The histogram is roughly symmetric about approx. x=16 and extends from about x=5 to x=27. The x-axis continues until x=35." ] }, "metadata": {}, @@ -191,7 +191,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram titled 'Sample Size 400' with 'Sample Means' on the x-axis and 'Percent per unit' on the y-axis. The height of the peak is about twice as tall as in the previous histogram and centered around x=17. The histogram ranges from about x=10 to x=23." ] }, "metadata": {}, @@ -224,7 +224,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Histogram with 'Sample Size 625' and 'Sample Means' on the x-axis and 'Percent per unit' on the y-axis. The height of the peak of the histogram at approx x=17 is even taller than the previous histogram and it is again less wide, from about x=12 to x=22. " ] }, "metadata": {}, @@ -411,7 +411,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "A line graph with 'Sample Size n' on the x-axis. Two lines are labeled, but are overlapping enough that you can't really see a difference between them. In dark blue is 'SD of 10,000 Sample Means' and in gold is 'pop_sd/sqrt(n).' The line decreases rapidly before beginning to even out, but still decreasing." ] }, "metadata": {}, diff --git a/chapters/14/6/Choosing_a_Sample_Size.ipynb b/chapters/14/6/Choosing_a_Sample_Size.ipynb index 0a12dac65..0937ca6ae 100644 --- a/chapters/14/6/Choosing_a_Sample_Size.ipynb +++ b/chapters/14/6/Choosing_a_Sample_Size.ipynb @@ -87,7 +87,7 @@ "data": { "image/png": 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", "text/plain": [ - "
" + "Two overlapping histograms. In dark blue is 'Proportion of 1's: 0.5' and in gold is 'Proportion of 1's: 0.9.' The dark blue histogram shows two bars of equal height at 50. In gold, the first bar has height of 10 and the second bar has height of 90. A triangle is shown below both histograms at x=0.5" ] }, "metadata": {}, @@ -217,7 +217,7 @@ "data": { "image/png": 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", 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" + "A scatterplot with 'Population Proportion of 1's' on the x-axis and 'Population SD' on the y-axis. The nine dots are equally spaced across the x-axis and range from x=0.1 to x=0.9 From x=0.1 to x=0.5, the y values increase from 0.3 to 0.5. Then from x=0.5 to x=0.9 the y values decrease back down to 0.3, mirroring the shape of the previous data points." ] }, "metadata": {},