diff options
Diffstat (limited to 'inst/web/vignettes/FOCUS_D.html')
| -rw-r--r-- | inst/web/vignettes/FOCUS_D.html | 12 |
1 files changed, 6 insertions, 6 deletions
diff --git a/inst/web/vignettes/FOCUS_D.html b/inst/web/vignettes/FOCUS_D.html index e01c5869..c7e2047f 100644 --- a/inst/web/vignettes/FOCUS_D.html +++ b/inst/web/vignettes/FOCUS_D.html @@ -184,16 +184,16 @@ print(FOCUS_2006_D)</code></pre> <pre class="r"><code>fit <- mkinfit(SFO_SFO, FOCUS_2006_D, quiet = TRUE)</code></pre> <p>A plot of the fit including a residual plot for both observed variables is obtained using the <code>plot</code> method for <code>mkinfit</code> objects.</p> <pre class="r"><code>plot(fit, show_residuals = TRUE)</code></pre> -<p><img 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" 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xMSEliMoZGqmuAVaoCVQGVf27Ztra2to6Ki2A4EAKBuli8na2v6+muysaF+/WjxYrYC2bRpk5aW1owZM9gKoFGrmuCTKzl79qy2tvaECRNOnToVFxc3efLkFi1aJCYmshJoozB16tT169ezHQUAQB2kpVF4OIWGVswuWUI7dtC9e9LdiYKCwuHDh/v06dOkSZO2bdtGRETs3bvX2tpaT0/PzMzs8OHDzGqDBg1KTEy8efOmdPcuJ6q2g7e0tBRPjxkzxsPDY8uWLcyss7Pz6NGjt2zZIqEzGTnn4eHh5+d3+fLlLl26sB0LAEB1fH3pzh1JK9y+TVpa9MMP70p0dMjRkd4fl72qli1p27ZaBRIWFvb77783bdo0KCho+PDh7u7uJ0+e1NPTmz179g8//ODp6UlEhoaGhoaGtdosiEnq6Obs2bNhYWGVSzw9PefMmVPPITViPB7Px8dnw4YNO3bsYDsWAIDqTJxIaWkfXZqcTFev0saNpKHxrrC0lCZOJBcXknDrYmxc20B+/vlnpodvLy+v5cuXb9q0icnlY8eOXbVqVW23Bh+SlOBfv35d/n4DidLS0qysrHoOqVF6+PDhggULLl68WF5e/uzZs6lTp9rZ2bEdFADAB778kr78svpFIhGFhFB4OPXvX3XR+vUUFEQBASS9/kCbNWvGTDCdiIuH86iPPsXlk6Ra9FZWVlWqjEVFRVlLfkojlxISErp3725lZRUbG3v8+HFra+tevXqhsgIANDIJCXTpEs2YQXp6Vf/GjqXkZDp1iu0QoRYk3cEvXLiwd+/eEyZMYEbb3b17d3R0NDpk/ZCfn9/atWuHDRvGzG7evPnrr7/29fU9f/48u4EBANSCvT1lZ5OEYWB0dRswGqgrSQnexcXl33//XbBgwcCBA5WUlKytrc+ePevg4NBgwTUKBQUFSUlJgwYNEpd06tTJwsIiMTHx7du36urqLMYGAFA7OjpsRwBS84nR5Hr06HH69OmGCaWRKioqUlVVVVJ670wGBgYOHDgQCR4AANgi6R28SCRasWLFV199ZWRklJaWFhIScuDAgQaLrLHQ0dHh8/lJSUmVC5s3b66oqHjp0iW2ogIAkGUikUjcKrvK8PDVjhZfeX2oIUkJftWqVWFhYcHBwRkZGUTUtWtXHx+f7du3N1RsjYOCgsK8efPGjBmTnJzMlNy5c2fMmDHe3t4///wzu7EBAIDckvSIft26dSEhIR4eHsxs//79AwMDly1bNn78+AaJrdGYPHkyEfXs2dPIyIiIMjIyfv755/Hjx7dr1+7s2bNOTk5sBwgAAHJH0h38y5cvqzwSsba2Tk1NreeQGiUXF5eePXtmZWVlZ2f36NGjZ8+eioqKAQEBS5YsYTs0AACQR5ISfNu2ba9du1a55Ny5c/X3FuTBgwfBwcGdO3du1qyZioqKsbGxra1tUFDQo0eP6mmP0nLx4kVHR0cHB4fz58+fO3eue/fujo6Oly5dGjdu3O3bt69cucJ2gAAAIHckPaKfMmXK7NmzBQIBEZ09ezYxMXHlypU762ds4Pj4+D59+jg5Ofn6+pqamgoEAqFQ+OTJk6ioKCsrq9OnT8tyx3AzZ87csGHD4MGDmVk/P7+mTZvOnDnzwoULvr6+TH/L7EYIAAByR/RxZWVlS5Ys4fP5zJotWrTYvn27hPXrwsHBYezYseXl5R8umjVrlrOzc913wefzt2zZUvftVJGfn6+pqVlaWlq5sKSkRENDo6CgID8/v0mTJikpKVLfLwBATVy7dq1Tp05sR9E4LFmyJCgoSLrbtLKySkpKku42a0jSI3oejxcUFCQUCh8/fpyVlZWamjpu3Lh6us64cePGgAEDqh1s3tPT8/r16/W037orLi5WVlZWVFSsXKikpKSsrFxUVKSpqTllypQqY/YAAADUN0kJfu3atdnZ2Twe74svvtCt5x4Kzc3NL1++XO2ihIQECwuLet17Xejq6mpra1eprHD16lU9PT0dHR0imjZt2uHDh588ecJSgAAAII8kJfiAgAATExMvL68zZ86IJPROLA3BwcFhYWEzZ868fPny69evS0pKMjMzr169Onfu3Hnz5gUHB9fr3uto/vz53t7eN2/eZGZv3Ljh5eU1f/58ZlZPT2/ixImLFy9mL0AAAJA7kirZvXz5Mioqat++fT169DA3N584caK3tzfT1FvqBg0adPz48fDwcCcnp6KiIqZQTU3N1dU1Nja2V69e9bFTaZkwYQKPx3N1ddXS0iKivLy8xYsXjx07VrxCUFCQubm5n59fu3btWIsSAADkiaQEr6enN2nSpEmTJqWmpu7fv3/Xrl3BwcGenp4RERH1EYqLi4uLi4tIJMrJycnKytLX1xcIBNW+lf+YuLg4CZ3wFBQU1N9g9uPHjx8zZsyDBw+IqHXr1lVeyevo6Pj7+8+fP7/K8LsAAAD15BODzTBatmzp6elZXFy8du3ayMjIeg1IQUFBV1f38175Ozk5nTx58mNvE6ysrPT09OoWnSSKiorm5uYfW+rr62tubn7x4sXu3bvXXwwAAB968eJFUFAQ21E0AvHx8Vz6if5Egr9//35ERERERERSUlKbNm2mTZs2atSo+ohDJBLt2LEjLy/P19e3vLx87dq1v/7667Nnz9q1azd37tzKg7FKwOPxTE1NP7a0Vg8DpE5NTe1///tfUFBQXFwci2EAgLyxsLCYM2dOaWkp24E0Au7u7u7u7mxHITWSErydnd2VK1f09fWHDx++ceNGe3v7+suRy5cvDwkJ2bp1KxGFh4cvX748LCzMwsLi1KlTI0aM+O2332qY42XZuHHjVq1adezYMTc3NyIqKSnZtm3buXPniouLu3bt+sMPP2hqarIdIwBwjbq6ur+/P9tRAAskJXgzM7P//e9/bm5uKioq9R3HunXrgoODvby8iOjXX39dv379wIEDiahLly5CofCXX37hQIJXVFRctGhRYGBg3759MzMze/fubWpqOmzYMBUVlSNHjrRv3/7kyZNt27ZlO0wAAOACSc3knjx50qFDhwbI7kQkFAqtra2Z6ZcvX4qniah79+737t1rgBgawMCBA/l8/m+//RYYGOju7v7HH3+MGjVq6NChu3btCgwM9PHxYTtAAADgCEkJXkND4/z58w0TR9euXU+ePMlMd+jQ4c6dO+JFN27ckOWObmorNDQ0JCTk0KFDVR6aTZo06erVq9nZ2WwFBgAAXCLpEf38+fP9/PxKSkpsbGw0NDTE5fUxoFxYWFjPnj3Ly8snTJgwZ86cgIAAIyMjS0vL2NjYpUuXbty4Uep7ZIuTk1O7du2OHz+uoqISEhJy/vz5oqIie3v7OXPmGBgYZGZm1nengQAAIA8kJfjevXsT0YQJE6qU10evdp06dbp06VJ4eDjzfpqI7O3tFRUVnZ2d9+7d279/f6nvkUXLly8/fvy4paXlkCFDfvzxR1VV1SNHjlhbW799+7ZZs2ZsRwcAAFwgKcHXd/e0VVhYWPz666+//vprQUFBenq6pqamgYEBjyfpJUIj1b59ez09vYKCgkWLFjH91Xfq1CkuLu6///5TV1dnOzoAAOCCGnV008A0NDQkNGfnhsLCQgUFhTZt2ri5uamqqp48edLR0TE5OTkjI8PQ0JDt6AAAoNGTdH8sEolWrFjx1VdfGRkZpaWlhYSEHDhwoMEi47CysrKioqKtW7fq6en17dvXwcEhNjZ23759urq6ubm5bEcHAABcICnBr1q1KiwsLDg4OCMjg4i6du3q4+Ozffv2hoqNsxQVFc3MzExNTdu0aZOVlTV+/Pj27dunpaVlZWW1aNGC7egAAIALJCX4devWhYSEeHh4MLP9+/cPDAxctmxZgwTGcTNnzvTx8ZkzZ87ixYufP3/++vXrsWPH+vj4NEyvA3W1fDldv852EAAAIMknhout0iLO2to6NTW1nkOSC5MnT87Pzx82bJiGhoadnV1paen333+/cOFCtuOqgWvXaP58io6m8+eJ1e79AQBAAkl38G3btr127VrlknPnztVHI3j55O/vf+/ePaaJ/6ZNm0JDQ5WUZLHOY1UzZ9Lq1VRWRvv2sR0KAAB8lKSMMmXKlNmzZwsEAiI6e/ZsYmLiypUrd+7c2UChyQEdHR03N7dNmzbNnj3bzc2tcm9CMur330kopBs3yMuL5s4lT0/i89mOCQAAqiHpDn7SpEnz5s0LCAggomHDhv3222+bN2+up+Fi5Vn//v27dOkyd+5ctgP5lLdvKSiIvL1p3z7asIGcnWnpUrZjAgCA6klK8DweLygoSCgUPn78OCsrKzU1ddy4cQ0WmVxZv3794cOH//77b7YDkWjZMurShXbupO3bqVUrMjenjRvp8WO2wwIAgGp8up84Ho/3xRdfoIP0eiUQCLZu3TphwoScnBypbbSkhMrKpLa1589p7Vrq2JH09WngQFq5ktavpwkTaM4cqe0CAACkR1KCT0lJ6dq1644dO4ho2bJlWlpa9vb2Dx48aKjY5MvXX3/t7u7OvBCRDk9P8vOT2tbmzKHx42n9egoPJyKytKSRIykrixIT6d9/pbaX+rNvH5WXsx1EHcTEUMN2HQ0AjZ2kBD99+nQDAwMPD4/c3NzFixcfOHDA0NBw5syZDRacvFm5cmVcXNyhQ4eksK2jR+m//ygigm7dksLWLl6kgwfp2jXq1Inu3qXISIqMpE6dKCKCrKxo5kxpPiqoD4cP0+jR1Hjrhx49SgMGoNkCANSKpAR/6dIlb29vQ0PD6OjoLl26fPPNN97e3ufOnWuw4OSNpqbmzp07Z8yYwYyn9/lKSmjWLFq9mubPJ19fKUT26hX17ElnzpCqakV2j4yko0fJzIwuXiRLS3rzRgp7qSdFRRQQQKGhFBJCjbEn4JIS8vMjS0sKDJTp8yzL/vyTUDsY5I+kZnKKiorMYG6nT5/u0aMHU1hSUtIQcckrBweHYcOGTZ06tU7d/q9ZQ23akLs7lZXR5s10+DB5etYprAEDaONGCgujGTPeKy8rI1tbGjqUtLUlfTw/n7KzKSuLsrNJKKT8fMrPp5wcys2lwkLKz6e3b6mwkPLyqLSUCgqoqIiISCh891A9N7emDwnU1KjyiHza2pSRQW/e0J9/koICWVmRjQ0pKxOPRwIBEZFAQDwe8fmkrFzxr7Y2KSqSjg4pKZG2dsUGtbRIVfUTh1lP1qwhInr2jJo1o9BQ+vlnFmJo1AoLyc+PCgroyBH6/345AeSBpATfrVu3mJgYW1vbmJiYq1evikSi2NjYjh07Nlhw8mnRokXdunXbuHGjj4/P53z+1StaupTOniUiUlSk8HCaOJHc3EhN7fNj+usvOnWKHByqaRfXti35+1ObNvT6NT17Rs+fU3o6ZWRQejqlp9Pr15SZSSoqpKtLurqkp0cCAfH5xOeTri5paZG+PvH5pK5OamqkpUVKShXT9P+pl8Ek3ZooLKS3b9/NPnxIQ4fS9u1kZEQvX9KECfT112RoSOXlJBQS/f9lRF4e5efT06dUUlJxMZGTQ6WllJtbcfGRm0tFRZSXRxoapKZGOjqkrk4aGhWHo6FBfD4JBKSpWVGopUWamhWF2trE55OW1uf0GfDqFS1ZQuXldOYMubrSunX0/ffUqlWttyPPVqwgGxvy8SEfH/r6a1JVZTsggAYiKcGHhYW5urru27dv+PDhpqamfn5+R44cOXz4cIMFJ5/U1dUPHjzo4OBgZ2dnZ2dX68+HhJCXF1lYVMy6uFDHjrR6NQUGfn5M2to0cybl5VFODmVlkVBIOTnv/i0vpyFDqHlzat6cmjalL74gOzsyMiJjYzI0JD09Nn9SFy6kH34gZ2fq1Yv++ouCg+nvv6ku3+E3b6iwkIRCKiigggLKzaW8PCoooDdvKCeHCgro1Su6f7/iiiE/n3JzKx5aMKvp6JC2NmlpVfwJBKSjQ1papK1dUc6UMLMCAc2bRwYGNGIE2dhQSAitXk1z5lBEhPROENelpVF4OF28SG3aULt2tHYtSbEeK4BsUxBJrJpbVmBFIz4AACAASURBVFb28uXLpk2b8ni87OxsbW1txRreSMkeLS2tVatWTZgwge1AaiQmJmbGjBmJiYkGBga1+Nj16+TuTsnJpKPzrvDhQ7K3pxs3yMSkFpsqK6P79+n6dbp9m1JSKCWF7t8nExNq25bMzMjUtOJfU1OS2SaUV67Qt99SSgrNnUsxMeToSLt2UceOtGYNubqyEA/z2IDJ98yVQW4uZWdXTDD/MiXMBPP8QyQiHR3S0yNtbfrvPyotpR49yMKCBIKKPx0d0tF5b7YuT2s4xtubWrakRYuIiB48oG7d6OZNMjZmOyyQI9bW1nv27LGysmr4XX+i83NFRcXmzZsz07LfFL6kpOTmzZsfu2Qpb1StpPr37x8XFzdmzJg///yTx/t0dwUV/Pzop5/ey+5EZGZG339P8+aR5KF+y8vpzh2Kj6crV+j6dbp1i4yMyMaGOnakwYPJwoIsLRtT5hCJyM+PliyhZ88oKoquXCFHR4qPp7AwmjmTkpJIWbmhQ+LxKl5V1FDPnvT4MS1eTG5ulJNDOTl0+jQtWkTJyeTuTnl5lJZGd++SUFhRuYH5Y7pSEKd8Jv3r6r53KcBMiKe52t/wlSt08iSlpFTMtm5NY8bQ//5HmzezGhZAA5GU4EUi0YEDB8LDw1NSUtTU1Dp27Dh37tzevXs3WHC1lZCQ4PvxSuOFhYXZ2dkNGU8dLV261MXFJTQ0NDg4uEYfOHaM4uKIx6PIyKqL3ryhS5dozhyqMlZQfj6dO0cXL9LFi3TpEpmYkL092dnRyJFkbc1OnTJp2b+fhELy8KChQ2n2bNLUpJAQmj6dTp0iPT3atImmTWM7RIkiIujhQ2renEaMIAUF0tMjIrK1pbg4un2bNDQkdXJQWPjeOxTm4oD5e/bsvRJmuqjovUuBKhcBH/41igsCkYh8fSk09L2v8Y8/kqUlJSbSZ7z8AmhsJD2i37x5s4+Pj6+v76BBg0QiUVRU1Lp16w4dOjRgwICGDFFaGtcjekZaWpqdnd2OHTu+/vrrT68tFNLlyx9dqqBAjo6kqkpFRRQfT6dO0T//UFIS2dmRoyN160bdupG+vhSDZ9nQofTPP1RSQm/fvvuJz8sjFRVSVSU7O5LxjoHd3enYsY8u7dKFEhKktq+SkveyfnZ2NVcGlf+Kit57MMBcE0j4Y2UUpd27ac0aSkigKg/AtmyhnTvp3DkMdgwNQ0Yf0a9atWrq1KmrVq1iZp2dnUtLS3/66adGmuAbI2Nj4127dnl7e1+8eLFly5afWFsgoD59Pro0PZ327qU//6TTp6ldO3JxoQULyMHhvUZlXBIZScXF9OWXtG4d9e1bUXjtGn3zDSUnV7SRk2UdO1JqavXdGGzZQtbW0tyXsjIZGFDNa3uUlFS9FGAmmCcEH14QlJVVfSog+Zqg7t/Jt28pOJg6dSLm6VdZGeXnV/xHLy+nxEQ6eJCGDKnrXgBkm6QE/+zZsyo3jkyl+noOCd7Tu3fv2bNnf/PNN+fOnRPUKi399x9palJ+Ph08SDExdO8e9e1Lw4fTjh2yWy1OupYvp44d32V3IrKxIXd3Wry4EYyD16IFOTrSlSvVLLK1JTOzBg+oEmVlMjQkQ8Oarl9U9N4bgcoXB6mp1VwQlJe/l++rfUhQ+XLhwycECgrk5/eu74Tjx+nqVQoIqKh4sXAhmhrWztOnpKdHmppsx8GS588pKYn69WM7jlqTlOBtbGxSUlL69+8vLrlz546trW39RwXv8fPze/Tokaen5/Hjx1VUVGr0mdRUcnKiwkJSV6ehQ2nRInJ2ZqFaGYvS02nVKrpwoWr5kiX05Zf0/fdkbs5GWDU2fTrbEUiPqio1aUJNmtR0faYhYpWKAh9eEIjXKSuryPfMv+Iahcy/RUV05QpZWtLz5xQUVFEONVdSQn37Uo8etHEj26GwxM+Pjh6lu3fp/6ucNxaSEvy6des8PDyaNGni4eFBRH/88ceWLVv++uuvhooN3lm1atXgwYN9fHy2S64JX1REkZG0cyddvFhxc7N6NcnnK5XgYNLTo23bqllkYkJBQRQd3eAxQc2oqZGaWi0uCIqKqq9RKBRSSgrFxFDTpkREW7dSTExFG8UqFwHifyvPVi6p4YU1J61fT8bG9Mcf9MMPUn431CicPk0JCTRlCgUGNrrxIKomeIUPKp6MHTu28mz79u0lN52H+sDj8fbv39+rV69ffvll3rx51axx/z5t2kS7d5ONDY0eTTdu0N9/U1oaTZ5Mbm7y2HuXh8dH79FHjqRPVmiARkRVlYyMyMiomkWnTlFsLF27Rmpq9NNPlJJCv/1GIlHFIwFxw0Lxvy9e0J07FeXMCky5ktK7ngY+7HtA/Ket/W5Ro+0y5D1ZWbRkCW3ZQvfu0bRpdOaMfFVOLCujmTNp5Urq14/ataOzZ8nJie2YaqFqgk9OTmYlDvgkdXX1w4cPd+/evWXLll5eXhWlIhEdOUJr11JSEo0dSxcuUOvW9MMPNGoUdehAHTpQ+/a0Zg3Nns1q7GwYOJDtCIBtzK/z8uUV/TfMmUPt29OZM+TsXLsOCYiooOBdTwOV079QSOnp75UzXRUJhRWdFjM9ElZ+NiC+FKhyTaCtTUqf6JiEBcHBNHw4TZ9O3bvT27dyVzlxyxbS06PBg4mIFi8mX19KTKzaLkOGVf0+Wb7fTjo3Nzc/P9/ExOTDO3toeMbGxkeOHHFxcWnatGlvZ2c6cICWLiU1NZo1iwYPrrhNv32boqPpzp2Kz6xaRd260ejRtevGDoADNm4kA4N3l3rq6rRkCfn50eXLtb691tAgDY3a/U+Ul1eR7yunf+Z5wMuXFeXipUy5mlpF4mf6KtbVfW+WmWauEsQl9Vrx7fZtOnSIxo0jW1u6eJECA8nfn/r1Y6fdY8PLyaGffnrXWnXECNq4kXbtonHjWA2rFqpvB3/z5s0FCxacP38+PT2diLS0tOzs7H7++WcHB4cGj1BqGmM7+GqdP3Hi6ODB8zU01Dp0oKAgqtJEvm9fGjSIKg9UM2cOZWXR1q0NHCcAm7KzqV07+vtvqtL+uEcP8vIi2fwdePPm3WOA3NyKrC+erXw1IC4pKnp3KSD+09J67zqAGexAPMyBllZNu6T8+mvq3ZtWrKDERLpwgZYtI1NTsrWlat8Scs/MmVRYSL/++q7k6lXy8KhtO1vZage/bNmyuXPnDhs27MCBAxYWFurq6nfv3t27d2/Pnj3nzp27cOHCho8SKpSU0JYtDosWWdraDrhxY96PPzo7O7+3wsGD9OJF1R+v+fPJ0pIuX6YuXRoyWAA2/fgjDR5cNbsTUXg49etHQ4fKYl16TU3S1KyoElhDzJiHzKWAOOszDw+YbgmqDHPATItEFblfPLLRh6Mf3bxJ9+8Tj0cjRpCaWsWY0d26UVgYeXlxvxZLSgrt20e3b79XaGtLbm60ZAmFhrIUVu1UvYM/efIk09j9u+++q7Lq0aNHPTw8jh496ubm1oARSk3jvoMXiSgqiubNI1NTCg0lG5sTJ054eXnFxMR07dq1Yp2iIvryS9qwoeo9PRFt3Uo7dqD3LpAX2dnUpAkZGFTfZ87TpxQaSrNmNXhYMqOoqCLxMyMbVR7uiLkIyM6mP/6gZs3oyRNq1ozevKG8PCoqIiLS0iIejzp0qLgm+HCAxCqzlcd9bkT69aP27WnKlKrlaWnk5kZXr1KbNjXcEot38FUTvLOzc5MmTSI/7MyciIi+++67wsLCRjpibCNO8P/+S4GBVFZGoaGV+6o7fvz4mDFjjhw5UjGq7OHDn6hZlpRUzQ0NACelplJp6UeXmphwtg9HqdixgyZOrGg7IB56QCSijAwqL6e3bykigjQ0Kh4VCIWUl1fxx7xHqDybk0Pq6qSlRXx+xdUAn//u4oCZYEp0dSsm+PyKdwpsXRlkZ1O3bpK+P0FBNHFiDTcmQ4/or127Fvrxhw/Ozs6//PJLPYcElaSnk78/XbhAixfT8OFV7r9dXV03bdr07bffxsbGdurUiTw9qdLlWlZWlrKyspaWVoMHDSADOP8MuV6NHElpaRQVRRER7/3sZGaSmxsdOUK9etVia8wDgPz8d8MlM+mfea2Qnl5RkpNTsRqztMqVATMhzv3MNJ9fcVnA/AkEFavV8epNV5fu3q3TFmRD1QT/yXyARvANpLycNm+mH3+k8ePp1q2PVVsdMGBAWVmZq6trREREjx49mMKIiIigoKDMzMyysrK2bduuWLHCxcWlAUMHgEauuJjWraPDh6l16/fKzcwoKIhWrapdgmfqFnyGN28q8j1zKZCf/+5SID+fnj2j/Px3lwVMFUVmteLiipcFmprvrgmYaebJATPNXDow4YnLP+w1pLSUXr8mY+PPOQRWVU3wXbt2/ffff6dOnVrt2mfPnrXDMIvSlZNDb99WbX6TlEQ+PqSkRKdOUYcOkjcwaNAgPT29oUOHrl+/fujQoZs3b54/f35RUVHbtm1LSkpSU1OHDBkSERHRR8I4NAAAlUVF0YsXJK7fU4WCAqWmNsQzEib11rxPQ7GysoqXBeJLhJycimnmmuD584rZ7Gx686ZimrluKC+vqD3A7F1bm54/p9evKTW1pq0PZIfofSdOnODxeAcOHBB94OjRowoKCn/99deHixoFPp+/ZcsWtqP4wLBhoq5dRWVlFbOlpaKFC0VNmoi2bhWVl9d8Mzdu3GjRosWGDRv4fH7nzp1TU1PF5c2aNWvbtq3UAwcA4KDiYlFWlujhQ9HNm6L4eNH+/SItLZGdnWjx4s/bnpWVVVJSknRjrKGqCV4kEi1dulRRUXH06NFnzpx59epVVlZWfHz8tGnTlJSU5s2b1/AhSossJvi4OFHLliI7O9HOnSKRSPT4scjZWdSnj+jZs8/Y2MOHD1u1aqWgoCDO7owTJ04oKCiUia8hAACghr77TvTjj6IHD0QGBqLnzz9jAywm+GrqKM6ZMycxMVEoFA4cONDIyEhPT69v3763b98+ffr0okWLGv4ZA2eVl5O/P5mZkUhEc+fS7t3UrRv160fHj1OzZp+xPVNT0/DwcCJavHhxSUmJuLxbt24ikai8vFxqkQMAyIMLF+j8eZo9m8zMaOJECg5mO6Daqb7r406dOsXExBBRVlZWcXFxkyZN0FWt9G3dSiUldPcu6epSWRkFBNA//1DHjnXZpJ2dHY/Hu337dp8+fSIjI42MjIjo999/V1RUVJLBbq4BAGRWeTn5+VFYWEUNweBgsrSkhISPVk2QPZ9oZainp2dsbNww2f3BgwfBwcGdO3du1qyZioqKsbGxra1tUFDQo0ePGmDvDS03l376iXg8mjatov5nWVnda3A0a9asadOmKSkpX3zxRefOnf/9999t27bNnDmzUfcxDADAgh07SEmJhg+vmOXz6ZdfyNeXGk9TMlnpYCg+Pt7a2vratWu+vr4HDhxITEyMjIycNWtWSkqKlZVVYmIi2wFK208/kaUl5eXRmjX044/k7k6dO1NgYN03vGfPntLS0nPnzr169crFxSU4OFhVVXXLli113zIAgLzIy6P//Y9Wr36vGwBvbyovb0Sjwlc/2EzDc3R0bNu27fbt2z98WuDv75+YmBgXF1fHXchQT3b371d0k6SiQjEx1K0bPX1KNjakrU0bN1LfvnXc/H///ffzzz/Hx8cT0atXr4YNG7Zu3ToVFRVphA4AIAc+NkZXfDwNHUrJye86+PsUFnuyk5U7+Bs3bgwYMKDadwGenp7Xr19v+JDq0bRppKREysp0/Tp160ZE1KIF+fhQy5Y0c6ak/hFrpm3btrt377537969e/ceP378+vXr7t27p6SkSCFyAADOy86mNWvozBmys6v6N20aZWQ0lsE5ZaXilbm5+eXLlz09PT9clJCQYGFh0fAh1ZczZ+j4cVJQoObNycnpXblIRE+fUmkpHTlC1Z2Hz6OjoxMdHb17924nJ6eQkBBfX19pbRkAgJt0dSkhgSq1RaqqxiPNsEtWEnxwcPDw4cMLCgpGjhxpamoqEAhyc3OfPHkSGRm5atWqAwcOsB2glLx8SdOmUatW5OlJ06dXXXroEO3cSf36SX233t7eXbt2HTVq1L///rt161Z9fX2p7wIAgDs4MS6XrCT4QYMGHT9+PDw83MnJqYgZlJBITU3N1dU1Nja2V636PZZZDx+Sqyv170+rVtGJE3T2bNUVRCK6dYuOH6dvv5X6zi0tLS9cuDBv3rxOnTqtXbu22oclAADAGbKS4InIxcXFxcVFJBLl5ORkZWXp6+sLBIJatdBLTU397bffPra0pKSksLBQGpF+lqtXycODFi6ksWNp1ChJDS3ataunEFRVVZcvX+7p6Tl58uRt27Zt2LChRYsW9bQvAABglwwleIaCgoKurq6uru5nfLakpCQ7O/tjS5mu++oQWh3ExdGwYbR5Mw0YQERka8tOGERE5OjoeP369ZUrV9rZ2QUHB0+fPp3H1qDLAABQf1jpIPdDJSUlixcvNjMz4/P533777YMHD8SLmDbcdd8Fa33RX7ggMjISnTrFwq4lun37toODg4ODw9WrV9mOBQCAm2SrL3pWLF++PCwsbP78+X/++aempqajo+OrV6/YDkoakpJo4EDasaN2wyc3iPbt2585c8bb27tfv37jx49/8eIF2xEBAIDUyEqC37p164IFC8aOHduzZ8+9e/fa2dk1ygZdd+/S3bvvZu/do379aO3a+qgYLxU8Hm/SpEn3799v2bKllZVVUFBQXl4e20EBAIAUyEqCf/Hihbixu6Ki4rp16w4fPnz+/Hl2o6odkYi6d6fu3Ssq0D14QL17U1gYDR3KdmSfoKmpuWDBgsTExMePH3fo0GHLli0lEhqAAgBAYyArCb5169bHjh0Tz7Zs2TI4OHj06NESKs3JnLlz6e1bevuW5s6l58+pb1+aN49GjWI7rJpq1arVgQMHIiMjo6Ojzc3NkeYBABo1WUnwAQEBq1evdnd337x5M1MSGBhoYmLi4OAQGxvLbmw1IhTSypX088+0dCmtWEEuLjR1Kvn4sB1Wrdnb28fGxv7222/iNF9cXMx2UAAAUGuykuC9vb2joqIKCgr279/PlKioqPz999+Ojo5//fUXu7HVyNChZGhIAQE0dSopKVFREc2axXZMn69bt27iNG9mZhYaGpqVlUVEIpHojz/+8PX1XbRo0f3799kOEwAAPkpWEryCgsLgwYPj4uL+/fdfcSGfz9+8ebNQKJT1gVKuX6d//qG9e4mIZs4kKyt6+pQuX2Y7rLpi0vypU6devnzZunXrgQMHGhsbDxkyJCoqauXKlZaWlqMazwsIAAB5IysJXgJVVVVZH2xmyBDq1o169aJt2+jECTp+nOztacQItsOSDnNz89WrVycnJ584cSIrK6tXr17r169/9epVTExMZGTkjz/+yHaAAABQjUaQ4GXdrl30+DFFRdGZMxQSQn/+STo6dPgwPX5MW7awHZzU3Lt37+3bt2lpaV5eXitXrmzZsuW5c+dGjx69YcMGtkMDAIBqIMHXTXk5TZ9O48fT27f03Xe0f3/FMIJGRjRuHM2cSWVlbIcoHefPn9fV1dXX1/fy8jpz5sypU6eKi4sPHz6cmZm5bdu2xtTYAQBAPiDB183atZSXR9u2UevWlJZGffqQomLF3/bt9OYNrVvHdojSYWxsXFBQIJ61tLRcvnx5aGioiorKsWPHTE1NPT09Dxw4UHkdAABgERL8Z8nKqpiYOpWuXiU3Nxo8mK5cocTE9/6uXqWpU1kNVGq+++674uLiNWvWiEvKysoWL17cvXv3yMjI1NTUQYMG7dq1q2nTpkOGDNm9e3dmZiaL0QIAgMyNJtcIxMdTjx50/Tq1a0dKSnTtGj15QgkJpKHBdmT1SF1d/aeffpo5c2ZkZGT//v1fvXq1ffv24uLi+Ph4ItLW1vb29vb29s7MzPzrr79iYmJmzJhhY2MzYMAAd3d3Wa8jCQDARbiDryWRiCZNovLyik5s/vuPgoJo/35uZ3fGvHnz4uLi8vPzFy1atGfPHldX17S0NGNj48rr6OvrM10apKWl+fv7Jycnu7q6tmrVatKkSVFRUXhVDwDQYHAHX0u7dlFqKrVvT0lJdPAgLVpES5aQlRXbYTUQR0fHa9eu1WRNNTU1Dw8PDw8PIrp79+7x48d37tz5/fffm5ubOzs79+jRw9HRUU9Pr57jBQCQX0jwtZGfTwEBpKdH586RuTmNGUNubvT992yHJessLCwsLCxmzJhRXFx8+fLlM2fObNy40dvbu2XLlo6Ojvb29vb29hYWFgoKCmxHCgDAHUjwtfHzz1RSQr/+SlpaNGIErV5NHTuyHVNjoqKi4uDg4ODgMHfu3LKysqtXr164cOHvv/9euHBhVlaWvb19ly5dbGxsbGxsTE1N2Q4WAKBxQ4KvsYcPaf16cnQkV1d6+pT27aN27Wj5cpo0iUxM2A6u8VFUVOzSpUuXLl2Y2VevXl26dCkxMXHnzp2+vr75+fk2NjadOnXq0KFDx44d27dvz+fzP29HZWVlhw4dSkxM7NSp06BBg1RUVKR3EAAAsktBxAxeLge0tLRWrVo1YcKEz/z8N99QXBxdvUrm5uThQd26kYcHOTrSoEG0e7dUIwXKyMi4du1aUlLS7du3b926lZKSYmRk1K5dO0tLS3Nzc3NzcwsLi6ZNm35yOzExMaNGjSouLtbX18/KyuLxeFu3bh05cmQDHAIAABFZW1vv2bPHio2qWriDr5mICDp9mqZMIXNz2ruXnj6lQ4dIWZmGDqWoKLp8mf7/ThSkwtDQsG/fvn379mVmy8vLHz16dOvWrbt3716+fHnfvn0pKSmFhYWtW7du3bq12f9r1apVy5Yt1dTUmE+9fPly0KBBXl5e27Zt4/F4IpHIz8/Py8vLzs7O3NycvYMDAGgIuIOvGXV1Kiyk9u1JWZnu3KE2bSraxZWW0s2b5OxMp09LN1r4pJycnAcPHjx8+PDhw4fMxJMnT54+faqrq9uyZcsWLVqkpKQ8e/Zsw4YNLVq0aNq0abNmzdTU1CwsLNq3b3/o0CG2w6+FxMTE+Ph4Ozs7e3t7VEUEaFxwBy/boqKoqIiUlOjpU9LQoGbNqFmzd0uNjOShEbwM0tHR6dy5c+fOnSsXikSitLS01NTU1NTUgIAAPT29I0eOPH369MWLFy9evFBVVRWJRM+ePRsxYoSRkZGBgYGRkZGRkZGhoaGBgYG+vr6+vj6PJ0OdQ5w/f37gwIGZmZl8Pj8/P19bW/vAgQOurq5sx9WY3Lx5k+la0cXFZfTo0WyHA9BwZCjBP3jwYNu2bcePH09LS8vIyNDT02vatGnfvn0nT57Mcp1qHx9ycSFPT5oxg5SUaMUKqlJR64svWIoMqlJQUDAxMTExMbG3t9+8eXN+fv7+/fvFS4VCoYeHx+vXrwcMGJCenp6RkZGYmJiRkfH69euMjIzMzMysrCxmTB19fX1dXV0dHR3d/6etra2jo6Ojo6Otra2tra2lpaWlpSUQCOrvWJjBeb/++uuDBw+qqamVlJSMHj3aw8Pj0aNHzZs3r7/9comnp+eff/5pYmKioaGxb9++WbNmnTlzxtLSku24ABqCrCT4+Pj4Pn36ODk5+fr6mpqaCgQCoVD45MmTqKgoKyur06dP29nZsRPZ7NmUn09HjlBxMc2ZQ6WlNGoUO5FALY0bN27MmDGpqaktW7ZkSoqLixMSEsLCwr777rtqPyISiZg0n5mZmZ2dnZ2dnZOTk52d/eLFi5SUFKFQmJOTIxQKc3Nz8/Ly8vLycnNztbW1+Xy+pqYmM6Gurs7kflVVVW1tbXV1dTU1NYFAoKSkxPyrpaWloqKiqamprKzM5/OZEgUFBR0dnSrBzJs3T1dX96+//mJmlZWVf//9d1NTU39//99//73+zhtnBAQEHDt2LD4+nmmsUVRU5Ozs7OTklJGRwXZoAA1BVt7BOzo6tm3bdvv27R++YvT3909MTIyLi6vjLj7nHXxuLhkY0M8/U2AgTZ5MRLR7N82ZQz/9VMdgoGHY29tfv3597NixTk5Oly5d2rp1q5mZ2e3bt6W4C6FQmJ+f/+bNGyblv337Nj8/Pzc3t6ioKC8vr6CgoKioKCcnp6ysTCgUlpaW5uXlFRcXv3nzhvm3pKQkPz9fJBLl5OQQkaampoqKiqKiora29vPnz5WVlZme/LW0tJSUlIjo7t27QqHQ1dVVQ0NDVVWViJiVmWCYSwdmmrmAEMfJ5/OVlZXFs+KPiwkEgiqvJ9TU1NTV1T885I+VM3R0dGSkooC+vr6Pj88vv/wiLiksLOTz+f/880+PHj1YDAzkCt7B040bNwICAqr9XfD09Ny6dWtNNnLp0qWQkJCPLS0sLMzNza1dWEOGkKEhBQbSzZsUG0u3blHr1hQSQv7+9P8/qSDLLl26tHTp0vXr1+/du1dXV3f27Nk/SfviTCAQSPFBfX5+fklJCXMdMGrUqKKiok2bNhFRXl5eaWkpEQUFBSkpKQ0dOpS5RCAiZmXm48XFxeIO/5lLB/GWxVtgMFcelXctFArLy8srlxQWFr59+/bDID9WzsjJyfnkbYPkS4RqMY86avWR7OzsnTt3HjhwoEr5oEGDqjwvYa6rarVxkB2f8d2oLTc3N39//3rdRX2QlQRvbm5++fJlT0/PDxclJCTUcDgyKyuruXPnVvmREktNTbW3t69FTLdu0T//0LFjREQWFhQfT9raNGcOrVhBo0dTTEwtNgXsCQwMDAwMZDuKmhLfcxsaGo4dO3b69OmtWrXS19dnCvPz8+/cuRMcHDx06FD2YpQCyZcI1ap8HVNDX3755bRp04YPH165sH379iEhIQMGDKhcKL5agsboM74btdVYh8QUyYaDBw8qKSn5+fklJCRkZGQUFxe/fv36ypUrQUFBqqqqhw4dqvsuunXrpCKexAAAIABJREFUdvHixVp8oHVr0VdfVVN+8qSIxxMlJdU9JADJLCwsNDU1FyxYcObMmSVLlmhra7do0aK8vJztuBqH3r17N2/evKysTFzyyy+/KCsrFxcXsxgVyBsrK6sklvKFrNzBDxo06Pjx4+Hh4U5OTuInh2pqaq6urrGxsb169WrogB49ogcP6OFDqrbRlEhE8+fTH380dFQgZ+7cuePn57d69epFixbx+fyhQ4du3LhRRt5wy76IiIg2bdro6ekNHz7c0NAwNjb2+vXra9asqVwXAYDDZCXBE5GLi4uLi4tIJMrJycnKytLX1xcIBKz9lpmaUno6vXnz0RXQNA7qH4/HW7NmzZo1a9gOpFHS09PLyMiYPn368ePHCwoKzM3Nb9++jTZyID9kKMEzFBQUmGbH9bHxFy9ePHz48PM+++jRI6Yac4XUVOnE1EgUFRVVqXQtV0pKShQVFWWqD5wGVlxc3EiroQ0fPlz8Gj49PT09Pf0zNoLvv5x//7W1tT+7Li2L1TtkLsHXH0tLy9mzZ3/eZ3NzczMzM99L8HKmpKRESUlJbh8Ol5WVKSgoyO0PXHl5eXl5Ob7/+P6zHQg7ysvLeTxeixYtPu/jPB6vnm5ZP0lW2sHLuD///HPLli0xclxzXkNDIzMzs7ZNmzhjzJgxvXv39vb2ZjsQduD7j+8/vv+N8fsvp1dkAAAA3IYEDwAAwEFI8AAAAByEBA8AAMBBSPAAAAAchAQPAADAQUjwAAAAHIQEDwAAwEHy2zVVrdjb26upqbEdBZu2bNkit718ENGECRO+kOPRB/D9x/cf33+2o/gc6MkOAACAg/CIHgAAgIOQ4AEAADgICR4AAICDkOABAAA4CAkeAACAg5DgAQAAOAgJHgAAgIOQ4AEAADgICR4AAICDkOABAAA4CAkeAACAg5DgAQAAOAgJ/tMOHTrUtWtXgUDg7Ox86dIltsOpdyKRaM+ePdbW1pqamubm5mFhYWVlZeKl8nM2Hj58KBAIUlJSKhfKw+EnJSW5urrq6Oi0atVqxYoVlcejkofDT09PHzdunImJiYGBgbe39+vXrysv5fAZsLe3r/JtJ4nHy71T8eEZaPQ/hiKQ6J9//lFSUgoKCoqOjh4zZoympub9+/fZDqp+HTx4kIhmzJgRGxu7atUqgUCwZMkSZpH8nI2ioqIuXboQUXJysrhQHg4/JSVFIBBMmTIlOjr6f//7n7Ky8vbt25lF8nD4ZWVl3bp1MzMz27VrV2RkZOfOnd3d3cVLuXoGiouL16xZU+XbLpJ4vBw7FR87A439xxAJ/hP69+/v5+fHTJeXl7u6ugYHB7MbUn1zdnZ2dXUVz+7YscPMzIyZlp+zERAQYG1tXeV/eHk4/B9++OGHH34Qz+7evTs8PJyZlofDT05OJqJjx44xs/fv3yeinJwcZpaTZ2Djxo2qqqrM/V6V9CbheLl0KiScgcb+Y4gEL0l5ebmqqmpCQoK4ZOfOnba2tiyG1AB69OixadMm8ezp06f5fL5Ins7G0aNH+Xw+87BO/D+8nBy+vr5+YmLih+VycvhMgj9//jwzm56eTkSZmZki7p6BV69e3bx58+bNm1XSm4Tj5dip+NgZEDX+H0OlBn0f0Njk5OQUFRWZmpqKS8zMzNLS0lgMqQH8+++/4umysrJNmzb17NmT5OZsvHjxYsyYMRs2bLCwsKhcLg+HX1BQkJmZ+eTJk2nTpt26datp06Y+Pj6+vr48Hk8eDp+ILCwsevfuHRAQsGbNGnV19fnz57u5uenp6RF3vwCGhoaGhoYflks4Xo6dio+dAWr8P4ZI8JJkZWURkUAgEJcIBIKMjAz2ImpQqamp06ZNu3z58vnz50k+zkZZWZmXl1e/fv28vLyqLJKHw2duWOfOnbts2bIOHTpcv359+vTpioqKM2bMkIfDJyIFBYUNGzbY2NgwNTB4PJ641pWcnAExCccrb6eCGu2PIWrRS6Kvr09Eubm54hKhUMhcznNbSUnJokWLLCwsNDU1k5KSzMzMSD7OxvLly58/f75u3boPF8nD4WtqahLRnj17+vfv37p168GDBy9dunTDhg0kH4dPRAkJCV26dPH3909PT8/IyPDy8hJf6snJGRCTcLxydSoa9Y8h7uAlEQgEampqT548Yf5zEtGTJ0+aNm3KblT1LT8/39XV9fnz5ydPnnRwcBCXy8PZuHjx4t27d7W0tMQl7dq169y5c2Jiojwcvr6+vqKioqWlpbjE0tLy2bNnJB//9Ylo69atTZs2XbhwITO7fPlyQ0PDrKwsPT09OTkDYhKOV35ORWP/McQdvCQKCgp9+/aNjIwUlxw8eLBv374shtQAZs2alZWVdfXq1cpfaJKPs7Fjx46XlRDRmTNnjh07RvJx+IqKik5OTrGxseKSU6dOMfleHg6fiAwMDHJzc4uLi5nZ7OxsIlJSUiK5OQNiEo5Xfk5FY/8xxB38J/j5+bm7uxsZGXXp0uWPP/44efLkihUr2A6qHhUVFe3Zs6dfv37R0dGVyydMmEBycDZ0dXWrlBgaGhoYGDDTnD98IvLz8/Py8nrw4IGVlVV8fPyyZcv2798vXsT5w/f29l6zZs0333wzefJkkUi0ZMkSd3d3bW1tZqk8nIHKJByvPJwKLvwYsl2NvxGIjo7u3LmzlpaWk5PT5cuX2Q6nfn3YlVWV74lcnQ36oNmMPBz+nj17bGxsNDU1bWxsIiMjKy+Sh8NPTEzs16+fgYGBrq7uyJEjX716VXkph8/Ah992kcTj5d6pqHIGOPBjqCCq1A8lAAAAcAPewQMAAHAQEjwAAAAHIcEDAABwEBI8AAAAByHBAwAAcBASPAAAAAchwQMAAHAQEjwAAAAHIcEDAABwEBI8AAAAByHBAwAAcBASPAAAAAchwQMAAHAQEjwAAAAHIcEDAABwEBI8AAAAByHBAwAAcBASPAAAAAchwQMAAHAQEjwAAAAHIcEDAABwEBI8AAAAByHBAwAAcBASPAAAAAchwQMAAHCQEtsBNJywsLDExES2owAAADmiqKi4bt06fX39ht+1HCX4Q4cOffvtt23btmU7EAAAkBezZ89+/vw5Eny9c3Fx6datG9tRAACAvFi0aBFbu8Y7eAAAAA5CggcAAOAgJHgAAAAOkqEE/+DBg+Dg4M6dOzdr1kxFRcXY2NjW1jYoKOjRo0dshwYAANDIyEolu/j4+D59+jg5Ofn6+pqamgoEAqFQ+OTJk6ioKCur/2vvPuOiuNo2gN9bKNKWpYhiQbCBBUTEEgUjoogF24NEFDHGiB3sLdZEDCAi9hIrmhiNhKgJKSKCGiNiw4aKRmzYKIKogMt5P6zvBhFW2jJbrv+PD7tn4Mw147r3zuyZM/bx8fEdOnTgOiMAAIDKUJYCP3PmTG9v7+3bt/N4PFmji4vLyJEjZ8yYMWPGjISEBA7jAQAAqBZlOUWfkpIycODAktVdZtCgQRcvXqz9SAAAAKpLXoFPTU3t2LHjjh07iCgsLMzQ0LBTp063b99WRI4WLVqcPXu2zEVJSUktW7ZUxEoBAADUlbxT9FOmTDEzM+vfv39ubm5wcPC+ffs2btw4bdq0Q4cO1XiO+fPn+/j4vHr1ytfXV/odfG5ubnp6+oEDByIiIvbt21fjawQAAFBj8gr8mTNntmzZYm5uvnPnTmdn5379+uXn548fP14ROYYMGfLHH3+sXr3axcWloKBA2qirq+vh4REbG9ujRw9FrBQAAEBdySvwAoGAz+cTUXx8fPfu3aWNRUVFCori5ubm5ubGGMvJycnKyjI1NRWJRGV+K1+ev//+e+rUqeUtTUlJuXr1KqaqBQAATSCvwHfu3PnQoUPt27c/dOjQ+fPnGWOxsbFt27ZVaCAejycWi8VicRX+1snJafPmzeUtdXV1ZYxVIxoAAIDKkFfgQ0NDPTw89u7d6+PjY21tHRQUdOTIkZiYmFoLV1k6OjpOTk7lLZWejQAAANAE8gp827Zt79+/n5GRYWlpSUSLFy8ODw8XCAS1lQ0AAACq6CMT3QgEgoYNG0ofV+20eQWlpqbK/wVbW1vFrR0AAEDNlC7wHy20pJha6+/vn5SUJOcX8PU5AABAxZUu8HZ2dh/9G0XU2jNnzkRGRgYFBV2+fLlNmzY13j8AAIBGKT3ujFWAgqJMmDBBR0dHQZ0DAABolMoNLH/z5k16erqComhra0dGRlpYWCiofwAAAM3xkUF2eXl5Dx8+lD09duzY/Pnzc3JyFJQmICBAQT0DAABoFHkFfv/+/b6+vhKJRNbC5/PnzJmj+FRQE06eJGNjwoAGAACNJO8U/ZIlS8aMGZObm+vs7JySknL37l17e/sBAwbUWjhNkJ6enpaWVlxcXMP9vnxJPj7k70813jMRTZpER4/WfLcAAFBz5BX427dv9+vXz9DQsHfv3ufPn7eyspo7d+78+fNrLZx6i46OtrKy6t69u6enZ/369Tdt2lSTvQcHk7s7GRjQ9u012S0RHT1KP/xAkyeTwu5KAACgRPbsoU8/JRW8VFtegdfX13/69CkROTg4nDhxgogaN2587ty5Woqm1n7++edZs2b9+OOPd+/evXXr1vHjx7du3RoZGVkzvd+5Q1u30ooVtHo1LVxIL17UTLdEJJHQ9Om0Ywc1bUrr1tVYtwAAyikvj+bMofv36YcfuI5SafIKvLOzc0RExNmzZx0dHX/99deMjIy4uDgzM7NaC6fGli1btmXLFtmt7ezs7H788cfly5eXHPFQdTNn0vTpZGlJjo7Uvz99800N9Cm1cSOZm9PAgRQZScHB9PhxjfUMoDhv3+K1ClW0fDl5eNCePTR3LuXnc52mcuQV+JCQkJycnIMHDzZr1mzEiBENGjT4+uuvV6xYUWvh1JVEIrl69eqnn35asrFZs2b6+vr379+vbu/x8XTxIk2b9u7p8uW0axfdvFndbokoO5u++YZWryYiataM/PxoyZIa6BZA0b75hrp2pTdvuM4BqubOHdq2jZYvpy5dyMWFQkO5DlQ5PPkT1xQXF+fl5YlEIiLKysrS0dHR19evrWyVdvz48SFDhpS3NCcn59tvv509e3ZtRioTY0xPTy8zM1NPT69ke7169c6fPy+9tU8VSSTUvj0tXkwl90NYGJ04QYcOVb1bqSlTiIjWrn33NDeX7Ozo0CEq/w5+ANy7d4/at6e2balXL8IQIqiUQYOoSxeSXjv28CG1a0dnz1KTJpXqw8HBISoqyt7eXhEB5fvIdfB8Pl9a3YnIxMRE8XmqpXv37rdv3y5vaePGjZVkE3g8Xvfu3X/44YcvvvhC1hgXFycWi6tV3Ylo82YyNaVSn3ICA+m77+j336lPn6r3fO0a7d9PV68SEd25Q5aWZGREixZRYCCdOEE8XrViAyjO7Nk0ZQqNGkUdO9Lo0VTN/2KgOY4do8uX6ccf3z1t0ICmTKE5c/5rUXryCnx5N55R2hu78Xg8hd7yrqCgYNWqVbt3705PT2/atOmXX345ceJEofAjH5LKFBoa2qtXr6ysrGHDhuno6Bw+fHjhwoVRUVHVypedTYsX09atdOdO6UWTJ9OMGdSzJ2lpVbHz6dNp4UIyM6P8fOrenXx9KSSEvvyStm6ln34ib+9qJQdQkL//pr//pm3bSF+fxo2jefNo1y6uM4EqkEgoKIhWraKSE6jPmkWtWlFCAnXvzl2ySpBXnMq78Yxm3tituLjY09NTLBbv37+/WbNmV69eXbBgQUJCwsGDB6vQm729/T///LNw4cL169cXFBR07tz5zz//rO45nKQkMjKiGTPKXsrj0a1b1KpVVXo+fJji48nFhUJC6M8/SV+f1q8nxsjUlKytafZs8vIi3EcAlE1xMQUGUlgYSb9YnDePbG3pzBnq1InrZKD0ZAOKS6pTh779loKCKDmZBAKOklWCvAJfspC/fPnyxIkTwcHBu3fvVnwq5ZKVlXX27NnY2NgXL17ExcXxeDwi6tChw5EjR9q3bx8fH9+jR48qdGttbb1169Zr1669ffu2VatWhoaG1Q3q4UHlf0NRLWIxTZtGeXmUm0unT9Po0XTtGsXE0JAh1LQptWxJNTL4H6Bmbd9O2to0bNi7pwYGtHw5TZpESUnEr9xtOECzvHxJS5aQoyN9OHs6Y3T9Ou3ZQ/7+XCSrnIqeXjYwMPD09Hzx4sXYsWPj4uIUmkmpbNmyZdGiRe3atbtz587z589dXFzMzMyePHnSpEmTcePGDRkyJCEhoWoFfuvWrYsWLWrQoIFQKLx9+3ZgYOD8+fP5NfG+8+zZs5UrVyYnJ2tpabm4uAQFBVV3aGS3btStGxGRtzfNn09ffUWFhdS2LfXoQR4e1Q8MUPPy8mjxYoqJeW+AyKhRtHEj7d1Lfn7cJQOlp6tLYWHlzuXVoYOqnASq3PfHDRs2TEpKUlAUJXT48OGVK1eeOnWqadOm48ePv3LlSmpqqpWV1fr161NTUwMCAiwtLT/55JMq9Lx79+7IyMj4+HjpgIYHDx6MGDGiuLh40aJF1cx84cKFvn37jhw5csGCBUVFRfv27bO3t09ISGjYsGE1e6ZTpygp6d1XmNraFBpK06bRpUtV/14fQHGWLaO+fcnZ+b1GHo9Wr6YhQ2jgQDIy4iiZCkpPJxMTqv5ZRlUhFNLnn3MdogZUYpDdy5cvly5d2qSSVwiotHXr1q1YsaJp06ZEpKenl5KScv/+fVtbW6sXLzqPHj1o0KB69ep5eXlVoeeQkJAtW7bIhis2bNhwz5497dq1mzdvnlb16uX48eOXLl16586d4OBgoVDo6uraoEGDOXPm7N27tzrdvvs6c+VKkl3aN3AgbdxImzfT5MnV6hmgxmVn05o1ZGVFHTqUsTQri7Zvp6CgWo+lmgoLqVcvcnWl777jOgpUTuUG2VlbW+/cuVOBcZTMrVu32rdvL30skUh0dHRWrVr1eb169T09X8fFLfnlF7FY/OrVq8p2K5FIbt261aVLl5KNjRo1MjY2vn//vo2NTZUDP3369MaNG4sXLx4xYsS8efOkR/DHjx/Pysqqcp/vbN1Kurr0v/+917hqFfXoQZ99RpjfEJSKWEzJyVRYWO4vNG9ei2lU3Jo11KQJ/fYbnTuHSS9US0UH2WkmkUj0/Plza2trInr9+vXs2bMvJSd/dfHiQX19K3f3/NGjv/zyy7y8vMp2KxAItLS0Xr58aVTiJCFjLDc3t5pflufm5hYUFGzYsMHX11fa0qdPn6VLly5btkwikQiqPOwzN5eWLaNDh0pf796qFQ0bRkuX/jf7DYCSaNuW6wRq4elTCg2lkyfpxAmaOpVOnsSkFyoEQ0nl8fLyWrNmDRHR4cPTkpNv3bq11MwsS0fH3c3NqVOnra6uV69efe88x6lTdOpURXru1atXqXMhhw8fbtiwoYWFRXUC6+joFBQU9OzZs2Rjt27diKjq1Z2IvvuOnj2jYcOoadPSPwcP0qZNlJ1dndjwEYxRZCRu3wccmD+fRo+mFi3o88+pqEiF5ngB+vAInleBT2eac2Q/a9Ysd3d3T0/PQydO2OXnF1+7Jios1OvdWxQXx/z9XwUG3jAy2iWbN0MieTdVXE7ORy+RDAsL6969e0ZGhre3t7a29q+//hoeHh4TE1PNwAUFBSKRaNy4cbt27TI2Niaihw8fzps3j8fjVesIfsIEGjSo3KVaWqTI+YWA9ux594VxYCDXUUCTXLhAv/1G168TEfH5tHo1ffYZDRhASjxhOZRU+gj+egknTpwwMjIaO3bssWPHEhISAgICGjVqlJyczElQThgYGJw8eTKkqIi9eZMgFm8sKkoUierExc3u2DFny5Z/BILjffoYGBi8++2JE4kxYowmTvxoz82bN7906dKrV6+ihw79q1evmzdvnjlzpmoD8ktq2LAhY6xu3bq2traDBg3y9PR0dHTs2LFjs2bNqnUEX6cO2diU+9OoUTVjgxyZ6em5kyZtbN8+f/78x1eucB1H9axfv97V1bVdu3ajR4/OycnhOo5KCQqir7+m/5+tnD75hLp2pbAwTjNBZbDyjRo1ytfXt2TLiBEjAgIC5PxJdaSlpc2bN699+/aWlpZaWloWFhaOjo5z5sy5c+dOjfRvYGCwdevWyv7V6djYtzzeVwYG3o0bFxNli8XpgYHR0dGPx45l3t7MzIzdvMkYY48fM4GAbdrEtm1jAgF7+LBCvWdlMQsLZmLCbt2qbLDyTJs2zcvL6+rVqzExMbGxsSkpKc7Ozhs2bKip/lXO2rVrbWxsjIyMmjRpEhwcXFxczHWiSli7du0KPv8Hbe3WrVtv1tXdxOd//fXXXIdSGW/evGnatKmWlpabm9vQoUMtLS2FQmFMTAzXuVTE998zR0cmkTDG2O7dLCmJMcbu32dmZuzuXW6jqRZ7e/tLly5xsmp5Bd7a2vrAgQMlWw4cOGBtba2IHKdPn9bX1+/Tp8+uXbsSExMvXbqUmJgYFRU1cOBAAwODs2fPVn8VVSjwycnJidrar01NGWOse/c3HTsWEy0YN44xxvLzWePGbNw4NngwY4x16cJsbN79mbU1++STCq0gMJBNmMBCQpiXV6WCyVFQUDBlyhQLC4uBAwf26dPH3Nw8ODi4pjpXOS4uLlpaWp999ll4ePjIkSO1tbUdHBy4DlVR169fb8rn5+vpsVu3mJcXS0vLNzRsx+f/888/XEdTDUOGDDExMcnNzZW1fPnll7q6uhJp0QI5Xr1iVlYsIYExxu7eZQYGrF079vYtY4wtXsw++4zbdKqFwwIv73axRkZG33333TDZRI9E+/btGz9+vCJOc3Xr1q158+bbt2//cBDAjBkzkpOTExISKtJPTk5OeVvUuHHj5cuX+/n5EZFAIJCNYC8sLMzPz5c+LtU+q3fvxYmJvMOHBZmZRuHh9PYte/QoNj+/xbVrpqam9OOPgk2bjF69ovHjadaswsTEfOlM75cuCXr2NPrrL3Jzk9d/Skp+z550+jQZGgq6dTNau1b6Fb6cPBVvf/DgwZkzZxhj7dq1MzU1rXI/pdozMjLCwsLOnTtnbGw8cODAUaNGSe+1U1P912z7/v37fX19U1JS6tevL21/8uSJvb19RETEpEmTlCdnee3Dhw8fffhwjzlz8vPyaNMm8vER2NndWLx4UbdusbGxypNTadtNTEy++uqrgICAku06Ojrbtm3r16+f8uRUxva9eykoSNCokRGfT0+ekLZ24evX+fr6ZGhIhYWCjAyju3epcWPuc6pCu5OT0969ezm5Xay8I/iuXbt6e3uXbBk6dKirq6siPmgYGhr+/PPPZS5KTEw0MjKqSCfx8fHi8hFRnTp1pI9NTU3v3bsn/St/f3/Z75RqFxEZCwRisdhUKLwnFDItLWZo6E8k5vGkP6ZE94RCpqvL3N3f60dL656FxUf6b9BArKf3rt3Q8F6zZqywUH4ebtsNDAx4PJ6BgcEnn3zSqlUrgUDA5/ONjY2VLaesvVevXs7OzqXaXVxcOnXqpFQ5y2ufYGv7WE/Pf8gQMY8nNjIS8/mmItE/ItGUBg2UKqfSthORoaFhqXYdHZ3Kvg9oaLtIZGpsfG/jRmZpya5c8e/Z893rUCQyFYuVKKfStwuFwuPHjzMuyCvw0jnnv/jii+PHjx8/fnzMmDE8Hi8xMVEROZycnObPn1/mopUrVzo7O1d/FZU+Rb9161ui69J/mAcPmLk5+/tvlpWVqq//umFDlpXFsrLYsWPM0JAJhez58/f+NjubaWmx8PByOz98mNnassJCNmcOk36K8vBga9ZUYbtqR2FhYZ06dby8vF69eiVtuXz5soGBwciRI7kNJkfHjh379u3LGGMZGaxxY5aWxhgbOXKkra0tx8kq4u3b24aGs2xsmLc3W7aMMcbWrmVubtPatXukq8tev+Y6nwowMjL69ttvS7ZIJBItLa0jR45wFUnFSCTMyYnt3//u6bhxbPp0TgOpJCX9Dp4xdvz48U8//VQsFpubm7u7u588eVJBOQ4ePCgUCoOCgpKSkp49e1ZYWPj8+fNz587NnTtXR0envIP7SqlcgZdImIHBIxOT393cWEgI69yZWVmxESNyBw78TVubEbGpU9n+/WzvXsbnM0fHd/W+5M/48UxXl715U0bnBQWsZUv222/s5k1mZsasrNixY+zaNVa3Lnv2rPpbqggxMTFaWloFBQUlG7/55huRSMRVpI/y8/Nr1KgRY4x9/jlr1owNGsQYs7OzGzBgAMfJKmLjxhfW1j58fqG5Obtyhd2+zW7eLLC2nsDnP27ZkmnwuIqK8/PzMzQ0zMjIYFlZ7PRpxtjgwYMNDAy4zqU6Nm1iXbsy2bjUp0+ZuTlLTeU0k+pR3gJfm+Li4gYMGKBT4rbiurq6AwcOPHbsWI30X7kCf+8eMzOTGBtn8/n5deoU6+oybW2JUFjI40mEQqatzZo3Z97ezNGRETEej/H5ZfwQsbVry+g8LIz1788YY/37s7Aw9tNPrHVrVlTEpkxhkybVyMbWuODgYFPpYMMSjh8/LhQKOclTEXfv3hUIBN8OG8bq12dPn7Lmzbf7+PD5/CtXrnAdrQLGjGE2NoV8/mOiR3XqPBeJMvT0Mni8tzwes7ZmQ4dynU8FvH37tl27dgKB4Gczs1yhsKmxsa6uLlcnS1XPixfM0pIlJ7/XGB7OpGfFoMI4LPBlTFWbmppqaGjYoEGDUjebkZHdIqVmubm5ubm5McZycnKysrJMTU1FIlFFJt5RiEaN6NkzPlHh06fzFi/+448/cnJyHB0dFyxY4Obm9t+vMUZ371J5AxV5PPrw3jzPntE339DYsTR9Op05Q56elJlJxcU0ejS1aUMLF9KECdS6tYI2q8psbW1zc3OLiopK3gvn9OnTerJ7zygfKyurqN27G/v5BQgEv3fo0OXJk8VpaZvWrWutfLu3DNu20ebNWlFRJwLxTID1AAAWoklEQVQDg1esePToUb0mTYKCgkbHxFCXLjRnDtf5VIBAILhw4cLR0FCnxYtPmppGWVq2P3265CEEyLN0KfXvX3ry+SlTaMsWio0lT0+OYkEllFHg7ezsfHx89u3b9+HNZqSYImey4/F40nEKiltFpdStW3fjxo3lLubxyNq6cj0WFdHw4fTiBUVHk7MzXbpERNSmDUVHk0BAY8aU+3Ghso4cIXPzmrpvcf/+/QUCwfDhw/fu3St9i7xx40ZwcLB0NLLSGs5Ysb39lXHjeJcutW3btnl0tJ2qzMP4//P//8/J6X/e3v+1u7pSp040ahT9/6UBIJ/7r7/SunWeQ4aQnR3duEGcDGZWOTdu0IYNtG0bHT1aetHAgTR9Orm7a9Z9ogsKSAU/GpZR4GX1W6GFXHNZWtLGjRQZSf/+S7///l/7hAmkq0sRETWzluxsGjOGzM3p4sUa+X+opaW1Y8eO0aNHW1hYODk5ZWdnX7t2rV69elu2bKl+54ry+jUtWMCPigpwcXnX0qPHu9vfmZpymqwCli0jsZjOnaNz50ovsramr76ibdu4iKVq9u2jvDwaPZoEAlq4kKZNo7g4rjOpgjt3qFs32rGj7KWNG9Pz5xr0EXPdOtq+nc6e/egc5MpG3nXwasbQ0DAiImLs2LFcByHKyqJWrejoUWrT5r1GOzs6dqxmzs8HBlJREf37L3l60tSpNdAhERHdvn174cKF586dE4lEQ4cOnT59ejXvXq9YixbRnTu0Z897jZMnE59P0nsIKbN16+jy5XKXNm1Ks2fXYhrV9Po1tWpFu3aRqysRkURC7dvTkiU0eDDXyUB1ZGZSq1ZUrx5NnEgBAVXowMHBISoqSumug79+/bqzs/P27dsZY6GhoQYGBh07dkxLS6uFoQGKULWpahVi4kQ2dWoZ7RERzN29Bvq/do2Zm7Nnz5R8ZL5i3bvHzMxYenrpdun0wCkpXGSC2vXhnGtxcczGBhcZQiVI366vXGF167LMzCp0oKQz2fXq1UtLS2vXrl06OjpWVlZ79uzZuHEjn88/dOhQbX4EqSnKcgSflkZ2dtSjBxkbl15UVEQxMRQXRyXH8VWBpyf16fPuzmOBgfT2La1fX60OVZGfH/39N7m7l7HoxAmysaEjR2o9E9SiBw/I0ZGSk8nK6r32wYOpUyeaO5ejWKBSrl2jHj3o2jUyNaXx40lPj1atqmwfHB7Bl/EdvMyZM2e2bNlibm6+c+dOZ2fnfv365efnjx8/vtbCqaf69emHH8odSefrS23bVqv/w4cpPf2/O9otWUJ2dhQQoHFji/z9SfbVeylOTtSgQe2mgVo3ezZNmlS6uhNRePi7UYqWllzEApUybRotXvxuyE5wMNnZ0RdfKOFVTuWRV+Clc5ESUXx8fPfu3aWNRUVFtZFLjenr0//+p6jOCwtp5kyKjPxvYJ1YTIsWUVAQHTumqJUqp5LH7hIJLV9Oc+ao4jhYqIrsbPrpJyoqoqVLy/6FH3+kadNqNxOomp9/pgcPaNy4d09NTGjuXAoKor/+4jRWJZS+H3xJnTt3PnToUFpa2qFDh6T3jY2NjW1bzeNL9XXu3Ln169dv2LDh/PnznIVYs4ZatJDetOY/AQGUmUk//8xRJiWwfTstXUqrV3OdA2qLWEyFhcRYuT+o7iBfYSHNmUMRESQscRg8ZQplZNBvv3EXq3LkFfjQ0NBjx441b97cw8PD2tp62rRpR44cCQsLq7VwquL169fDhw/38fG5du3a1atXvb29fX1937x5U9s5nj6l5cvJ1/fdtVWyn4sXyc+PZs6kgoLajqQMcnNpyRLat49WrqSMDK7TAIAqCA+nNm2od+/3GoVCioigwEBVeS+Vd4q+bdu29+/fz8jIsLS0JKLFixeHh4cLVO1CwFowd+5cHo939epV6QwwBQUF/v7+8+bNi6ipi9or6MoVatqUwsPLXmpiQv/+S4qZhVCpSSfk8vamc+dowQLavp3rQACg3HJzacUKsrenEndL/8+DB7RzZ9UumatlanUdfFFR0ZUrV4qLi8tc6urqGhkZWeOj6CUSiZmZWWpqqoWFhawxIyOjdevWz58/lw5iAM6kpVGXLnT5MtWrR3l5ZGdH0dHUsSPXsQBAiRUX05Ej8g7TO3emRo0q2JmSjqJnjK1atergwYNpaWkpKSnr1q1r06bNZ599VmvhKuvMmTNBQUHlLX3z5k12dnaNrzQ7O1soFJas7kRUv359Pp+fnZ1tqvwzpqm3wECaN4/q1SMiMjSkr7+moCA6dYq4uscBACg/Pp+8vLgOUQPkFfiIiIjQ0NBt27YNGDCAiDp27Dhq1KhXr16NGTOmtuJVTrdu3ZKTk8tbamhoqIgp7o2MjF6/fv3y5UsDAwNZY15eXkFBgZGRUY2vDirhr7/o5k2Kjv6vxd+fNm2iH34gX1/uYgEA1AZ5J5DXrVv31Vdf9e/fX/rUy8trzpw5GGRXira2dr9+/UJCQko2fvvttwMGDFDqaVzV3tu3NG0aRUa+d2kcn0+rV9PcuZSfz10yAIDaIO8IPiMjo9SdYR0cHO7du6fgSKonMjKyd+/eFy5cGDRoEBFFR0c/fPjwzz//5DqXZlu3jgQCsrAofbMWbW2ysqLQ0HKvkAYAUAvyCnzz5s0vXLjQq1cvWcvJkycVdDN4lVavXr3z58/v3r379OnTPB7P29vbz89PKJS3b0Hh7twhLa1yR7qmp9duGgCA2iavCE2cOHHWrFkikYiITpw4kZycvGrVqp07d9ZSNJUiFArHjBmjtKMTNJHy3y8OAECR5BX4cePG5eTkzJw5k4iGDRvWqFGjLVu2jBgxQkFRbt++vW3btj/++OPx48fPnj0zMTGxtLTs3bt3QECAtbW1glYKAACgluQVeD6fP3fu3NmzZ9+/f9/IyEgRQ9Bl/vnnH3d3dxcXl8DAQGtra5FI9OLFi/T09J9++sne3j4+Pr5Dhw6KWzsAAICa+fj3xHw+3+rDOzLVtJkzZ3p7e2/fvp1X4gJlFxeXkSNHzpgxY8aMGQkJCYrOAAAAoDbKuExOIpGkpqYePXo0/f2BSDk5OdevX580aZIicqSkpAwcOJBX1vQjgwYNunjxoiJWCgAAoK5KF/gHDx506dLFzs6uV69eTZo0mTx58tOnT/v161e3bl2xWNyqVasNGzYoIkeLFi3Onj1b5qKkpKSWLVsqYqUAAADqqvQp+tmzZ1+7di0kJMTR0fHBgwfLli2Li4sTCAQLFiwQi8UikahNmzaKyDF//nwfH59Xr175+vpKv4PPzc1NT08/cOBARETEvn37FLFSAAAAdVW6wMfHx8+cOXP27NnSp/Xr1/f09Lxx40aLFi0UmmPIkCF//PHH6tWrXVxcCv5/in9dXV0PD4/Y2NgePXoodO0AAABqpnSBf/z4ccljdOnj5s2b10IUNzc3Nzc3xlhOTk5WVpapqalIJCrzW3kAAACQr4xR9CWnYJM+rs0qy+PxxGKxQi/JUxDG2L///svj8Zo0aYLPJQAAwC21mk41Nzc3KSmpvKUSiaS8W8VXX1RU1Ny5c3V1dRljBQUFISEhI0eOVNC6AAAAPkqtCvytW7dCQ0MZY+X9Qp06dRSx3h07dqxcufLXX39t164dEV24cGHEiBESicTf318RqwMAAPgoXqlyWJFzy3IqaJWlpqbK/4Xq3+SmS5cuERERnTt3rmY/H7K2tj548GD79u1lLcnJyT4+Prdv367xdQEAgApxcHCIioqyt7ev/VWXPoK/fv167YcgIn9/fzln10kxnypqRHZ2dk5OTsnqTkQdOnTIzMzMyckxNjbmKhgAAGiy0gWeq7vBnjlzJjIyMigo6PLlywq61F5BtLW1i4qKJBKJQCCQNUokkqKiIm1tbQ6DAQCAJitjqlquTJgwQUdHh+sUlaavr9+6detDhw6VbIyJibG3t9fT0+MqFQAAaDglGmSnra0dGRlpYWHBdZBKW7Vq1ZAhQx49ejR48GAiio6O/vrrr2NiYrjOBQAAmkuJjuCJKCAgwNzcnOsUlda1a9eEhIT4+HhnZ2dnZ+fExMTExMQuXbpwnQsAADSXEh3Bl7Jy5coJEybo6+tzHaRCbG1tf/rpJ65TAAAAvKNcR/AlzZo1Ky8vj+sUAAAAKkl5CzwAAABUGQo8AACAGlLeAh8bG6uKt5wBAABQBso7yK5Pnz413ucvv/ySkpJShT98/vx5YmKiKo7wrykPHz5s0KAB1yk4k5mZqaenp6B7GSi/wsLCFy9e4PXPdQrO4PWvpaXl6upatT/PzMys2TwVp7wFvsZ98cUXZ8+ezcrKqsLf3rx5Mzk5uVGjRjWeSlXcuHGjefPmfL7ynvJRqEePHunr64tEIq6DcOPly5fZ2dl4/eP1z3UQbrx8+fL169dVvqRr6NChTZo0qdFEFVX6ZjNQpsOHD2/durXUdHUaRU9PLzMzU2M/wvv7+/fs2XPUqFFcB+EGXv94/eP1r4qvfw39QAoAAKDeUOABAADUEAo8AACAGkKBBwAAUEMo8AAAAGoIBR4AAEANocADAACoIRT4CtHS0hIKNWhSoA9pa2tr7CwfRCQUCrW0tLhOwRm8/vH6x+uf6xRVgYluKkQikeTl5RkbG3MdhDOZmZmmpqZcp+BMbm5unTp1NPY9Dq9/vP7x+lfF1z8KPAAAgBrS3JNOAAAAagwFHgAAQA2hwAMAAKghFHgAAAA1hAIPAACghlDgAQAA1BAKPAAAgBpCgQcAAFBDKPAAAABqCAUeAABADaHAAwAAqCEUeAAAADWEAv9xP//8c8eOHUUikaur65kzZ7iOo3CMsaioKAcHB319/RYtWoSGhkokEtlSzdkbd+7cEYlEqampJRs1YfMvXbrk4eFhbGzcpEmT8PDwkvej0oTNf/Lkyeeff16/fn0zM7NRo0Y9f/685FI13gOdOnUq9Wonudurfrviwz2g8m+GDOSKi4sTCoVz586Njo729/fX19dPS0vjOpRiHTx4kIimTp0aGxsbEREhEolWrFghXaQ5e6OgoMDZ2ZmIrl+/LmvUhM1PTU0ViUQTJ06Mjo5etGiRlpbW9u3bpYs0YfMlEknnzp1tbGx27dp14MABJycnT09P2VJ13QOFhYVr1qwp9WpncrdXzXZFeXtA1d8MUeA/wsvLKygoSPq4uLjYw8Nj/vz53EZSNFdXVw8PD9nTHTt22NjYSB9rzt6YOXOmg4NDqf/wmrD5EyZMmDBhguzp7t27V69eLX2sCZt//fp1Ivr999+lT9PS0ogoJydH+lQt98CmTZt0dHSkx3ulypuc7VWnXSFnD6j6myEKvDzFxcU6OjpJSUmylp07d7Zv357DSLWge/fumzdvlj2Nj483MDBgmrQ3fvvtNwMDA+nJOtl/eA3ZfFNT0+Tk5A/bNWTzpQX+1KlT0qdPnjwhoszMTKa+e+Dp06eXL1++fPlyqfImZ3vVbFeUtweY6r8ZCmv1+wBVk5OTU1BQYG1tLWuxsbF5/Pgxh5FqwfHjx2WPJRLJ5s2bP/30U9KYvfHo0SN/f/8NGza0bNmyZLsmbP6rV68yMzPT09MnT5585coVS0vL8ePHBwYG8vl8Tdh8ImrZsmXPnj1nzpy5Zs2aOnXqLFy4sE+fPiYmJqS+LwBzc3Nzc/MP2+Vsr5rtivL2AKn+myEKvDxZWVlEJBKJZC0ikejZs2fcJapV9+7dmzx58tmzZ0+dOkWasTckEomfn1/fvn39/PxKLdKEzZcesM6bNy8sLKx169YXL16cMmWKQCCYOnWqJmw+EfF4vA0bNjg6OkpHYPD5fNmoKw3ZAzJytlfTdgWp7JshRtHLY2pqSkS5ubmylhcvXkg/zqu3oqKib775pmXLlvr6+pcuXbKxsSHN2BsrV658+PDhunXrPlykCZuvr69PRFFRUV5eXk2bNh06dGhISMiGDRtIMzafiJKSkpydnWfMmPHkyZNnz575+fnJPuppyB6QkbO9GrUrVPrNEEfw8ohEIl1d3fT0dOk/JxGlp6dbWlpym0rRXr586eHh8fDhw6NHj3bt2lXWrgl74/Tp0zdu3DA0NJS12NnZOTk5JScna8Lmm5qaCgQCW1tbWYutre2DBw9IM/71iei7776ztLRctmyZ9OnKlSvNzc2zsrJMTEw0ZA/IyNlezdkVqv5miCN4eXg8Xu/evQ8cOCBrOXjwYO/evTmMVAumT5+elZV1/vz5ki9o0oy9sWPHjowSiCgxMfH3338nzdh8gUDg4uISGxsrazl27Ji03mvC5hORmZlZbm5uYWGh9Gl2djYRCYVC0pg9ICNnezVnV6j6myGO4D8iKCjI09Ozbt26zs7Ov/zyy9GjR8PDw7kOpUAFBQVRUVF9+/aNjo4u2T527FjSgL0hFotLtZibm5uZmUkfq/3mE1FQUJCfn9/t27ft7e3/+eefsLCw77//XrZI7Td/1KhRa9as6devX0BAAGNsxYoVnp6eRkZG0qWasAdKkrO9mrAr1OHNkOth/CogOjraycnJ0NDQxcXl7NmzXMdRrA+nsir1OtGovUEfXDajCZsfFRXl6Oior6/v6Oh44MCBkos0YfOTk5P79u1rZmYmFot9fX2fPn1acqka74EPX+1M7vaq364otQfU4M2Qx0rMQwkAAADqAd/BAwAAqCEUeAAAADWEAg8AAKCGUOABAADUEAo8AACAGkKBBwAAUEMo8AAAAGoIBR4AAEANocADAACoIRR4AAAANYQCDwAAoIZQ4AEAANQQCjwAAIAaQoEHAABQQyjwAAAAaggFHgAAQA2hwAMAAKghFHgAAAA1hAIPAACghlDgAQAA1BAKPAAAgBpCgQcAAFBDKPAAAABqCAUeAABADaHAAwAAqCEUeADN0q1bN15Z6tWrx3U0AKhJQq4DAECtCg4OzsrKkj4ePHjw2rVrGzZsSEQ6OjrSRh6Pd/36dVtbW84iAkBNQIEH0Cyurq4ln7q7u5eq5T4+PoaGhrUbCgBqHo8xxnUGAOAGDtYB1Bi+gweA9/B4vNTUVNnjmJgYd3d3CwuL5s2b79+/f8+ePQ4ODiYmJjY2NjExMdJfKy4u3rJli4ODg56eXrNmzVavXo0jBwDOocADgDyhoaE7dux49OjRoEGDfHx8vv/++6NHjz579mzQoEETJkyQ/k5YWNiMGTOGDx8eExMzderU4ODgiIgIbmMDAE7RA2iuMk/Rl2zk8XhHjx7t2bMnEaWkpDg4ONy7d69Ro0ayp4yx4uJikUi0cuXKgIAAaQ+HDx9esWLF33//XesbBAD/wRE8AMjToEED6QNtbW0iklZ32VMiun///suXL8ePHy+74s7LyystLY2TtAAgg1H0AFAt0iH3+/fvd3Fx4ToLAPwHR/AAUC0mJiaNGjU6d+5cvf+XlJS0bt06rnMBaDocwQNAdS1ZsiQgIEAoFHbt2vXSpUshISEbNmzgOhSApkOBB4Dq+vzzz7W0tMLDw1etWtW4ceOwsLDhw4dzHQpA02EUPQAAgBrCd/AAAABqCAUeAABADaHAAwAAqCEUeAAAADWEAg8AAKCGUOABAADUEAo8AACAGkKBBwAAUEMo8AAAAGoIBR4AAEANocADAACoIRR4AAAANYQCDwAAoIZQ4AEAANQQCjwAAIAaQoEHAABQQyjwAAAAaggFHgAAQA2hwAMAAKghFHgAAAA1hAIPAACghlDgAQAA1BAKPAAAgBpCgQcAAFBD/wcxWU/iSm/O6AAAAABJRU5ErkJggg==" alt /><!-- --></p> <p>Confidence intervals for the parameter estimates are obtained using the <code>mkinparplot</code> function.</p> <pre class="r"><code>mkinparplot(fit)</code></pre> -<p><img src="data:image/png;base64,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" title alt width="672" /></p> +<p><img src="data:image/png;base64,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" alt /><!-- --></p> <p>A comprehensive report of the results is obtained using the <code>summary</code> method for <code>mkinfit</code> objects.</p> <pre class="r"><code>summary(fit)</code></pre> -<pre><code>## mkin version: 0.9.43 +<pre><code>## mkin version: 0.9.43.9000 ## R version: 3.3.1 -## Date of fit: Tue Jun 28 01:59:43 2016 -## Date of summary: Tue Jun 28 01:59:44 2016 +## Date of fit: Tue Jun 28 08:19:31 2016 +## Date of summary: Tue Jun 28 08:19:31 2016 ## ## Equations: ## d_parent = - k_parent_sink * parent - k_parent_m1 * parent @@ -201,7 +201,7 @@ print(FOCUS_2006_D)</code></pre> ## ## Model predictions using solution type deSolve ## -## Fitted with method Port using 153 model solutions performed in 1.698 s +## Fitted with method Port using 153 model solutions performed in 1.706 s ## ## Weighting: none ## |