{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Banking dataset with a `pymc` model\n", "\n", "This notebook analyses historic data on banking closures from {cite:t}`richardson2009monetary` and used as a case study for a difference in differences analysis in the excellent book [Mastering Metrics](http://www.masteringmetrics.com) {cite:p}`angrist2014mastering`. Here, we replicate this analysis, but using Bayesian inference." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "\n", "import arviz as az\n", "import pandas as pd\n", "\n", "import causalpy as cp" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "%config InlineBackend.figure_format = 'retina'\n", "seed = 42\n", "warnings.simplefilter(action=\"ignore\", category=FutureWarning)\n", "\n", "# Set arviz style to override seaborn's default\n", "az.style.use(\"arviz-darkgrid\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data\n", "\n", "The raw dataset has a `date` column which is just some uninterpretable number - all we need for our analysis is the `year` column. We also have columns `bib6`, `bio6`, `bib8`, `bio8`. We know that the `6` and `8` represent the 6th and 8th Federal Reserve districts, respectively. I assume `bib` means \"banks in business\", so we'll keep those columns. The data is at daily resolution, but we will convert this to yearly resolution. And from what I can tell from Figure 5.2 of {cite:t}`angrist2014mastering`, they seem to present the _median_ number of banks open per year. Let's load the data up and do those steps." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "df = (\n", " cp.load_data(\"banks\")\n", " # just keep columns we want\n", " .filter(items=[\"bib6\", \"bib8\", \"year\"])\n", " # rename to meaningful variables\n", " .rename(columns={\"bib6\": \"Sixth District\", \"bib8\": \"Eighth District\"})\n", " # reduce from daily resolution to examine median banks open by year\n", " .groupby(\"year\")\n", " .median()\n", ")\n", "\n", "treatment_time = 1930.5\n", "\n", "# set treatment time to zero\n", "df.index = df.index - treatment_time\n", "treatment_time = 0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's visualise what we have. This matches up exactly with Figure 5.2 of the {cite:t}`angrist2014mastering`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 491, "width": 731 } }, "output_type": "display_data" } ], "source": [ "ax = df[[\"Sixth District\", \"Eighth District\"]].plot(style=\"o-\")\n", "ax.set(ylabel=\"Number of banks in business\")\n", "ax.axvline(x=treatment_time, c=\"r\", lw=3, label=\"intervention\")\n", "ax.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just a few more final processing steps to make the data amenable to analysis. We will convert from wide form into long form. Then we will add a new column `treated` which indicates the observations where treatment has taken place." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexyeardistrictbibunitpost_treatment
00-1.51141.0Sixth DistrictFalse
16-1.50170.0Eighth DistrictFalse
21-0.51135.0Sixth DistrictFalse
37-0.50165.0Eighth DistrictFalse
420.51121.0Sixth DistrictTrue
580.50132.0Eighth DistrictTrue
631.51113.0Sixth DistrictTrue
791.50120.0Eighth DistrictTrue
842.51102.0Sixth DistrictTrue
9102.50111.0Eighth DistrictTrue
1053.51102.0Sixth DistrictTrue
11113.50110.0Eighth DistrictTrue
\n", "
" ], "text/plain": [ " index year district bib unit post_treatment\n", "0 0 -1.5 1 141.0 Sixth District False\n", "1 6 -1.5 0 170.0 Eighth District False\n", "2 1 -0.5 1 135.0 Sixth District False\n", "3 7 -0.5 0 165.0 Eighth District False\n", "4 2 0.5 1 121.0 Sixth District True\n", "5 8 0.5 0 132.0 Eighth District True\n", "6 3 1.5 1 113.0 Sixth District True\n", "7 9 1.5 0 120.0 Eighth District True\n", "8 4 2.5 1 102.0 Sixth District True\n", "9 10 2.5 0 111.0 Eighth District True\n", "10 5 3.5 1 102.0 Sixth District True\n", "11 11 3.5 0 110.0 Eighth District True" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.reset_index(level=0, inplace=True)\n", "df_long = (\n", " pd.melt(\n", " df,\n", " id_vars=[\"year\"],\n", " value_vars=[\"Sixth District\", \"Eighth District\"],\n", " var_name=\"district\",\n", " value_name=\"bib\",\n", " )\n", " .sort_values(\"year\")\n", " .reset_index()\n", ")\n", "\n", "# We also need to create a column called `unit` which labels each distinct\n", "# unit. In our case we just have two treatment units (each district). So\n", "# we can build a `unit` column from `district`.\n", "df_long[\"unit\"] = df_long[\"district\"]\n", "\n", "# We also need to create a `post_treatment` column to define times after\n", "# the intervention.\n", "df_long[\"post_treatment\"] = df_long.year >= treatment_time\n", "df_long\n", "\n", "# Dummy coding for district\n", "df_long = df_long.replace({\"district\": {\"Sixth District\": 1, \"Eighth District\": 0}})\n", "df_long" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis 1 - classic 2$\\times$2 DiD\n", "\n", "First we'll do an analysis just looking at data from 1930 and 1931. This way we just have a single pre-intervention and a single post-intervention measurement." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use the formula: `bib ~ 1 + district * post_treatment` which equates to the following model of expected values:\n", "\n", "$$\n", "\\begin{aligned}\n", "\\mu_i & = \\beta_0 \\\\\n", " & \\quad + \\beta_{d} \\cdot district_i \\\\\n", " & \\quad + \\beta_{p} \\cdot post~treatment_i \\\\\n", " & \\quad + \\beta_{\\Delta} \\cdot district_i \\cdot post~treatment_i\n", "\\end{aligned}\n", "$$\n", "\n", "Let's just run through this to make sure we understand:\n", "* $\\mu_i$ is the expected value of the outcome (number of banks in business) for the $i^{th}$ observation.\n", "* $\\beta_0$ is an intercept term to capture the baseline number of banks in business of the control group, in the pre-intervention period.\n", "* `district` is a dummy variable, so $\\beta_{d}$ will represent a main effect of district, that is any offset of the treatment group relative to the control group.\n", "* `post_treatment` is also a dummy variable which captures any shift in the outcome after the treatment time, regardless of the receiving treatment or not.\n", "* the interaction of the two dummary variables `district:post_treatment` will only take on values of 1 for the treatment group after the intervention. Therefore $\\beta_{\\Delta}$ will represent our estimated causal effect." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [beta, y_hat_sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "64d1cf4becce450299dd091e1f34012c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 3 seconds.\n",
      "There were 13 divergences after tuning. Increase `target_accept` or reparameterize.\n",
      "The rhat statistic is larger than 1.01 for some parameters. This indicates problems during sampling. See https://arxiv.org/abs/1903.08008 for details\n",
      "The effective sample size per chain is smaller than 100 for some parameters.  A higher number is needed for reliable rhat and ess computation. See https://arxiv.org/abs/1903.08008 for details\n",
      "Sampling: [beta, y_hat, y_hat_sigma]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n"
     ]
    }
   ],
   "source": [
    "result1 = cp.DifferenceInDifferences(\n",
    "    df_long[df_long.year.isin([-0.5, 0.5])],\n",
    "    formula=\"bib ~ 1 + district * post_treatment\",\n",
    "    time_variable_name=\"post_treatment\",\n",
    "    group_variable_name=\"district\",\n",
    "    model=cp.pymc_models.LinearRegression(\n",
    "        sample_kwargs={\"target_accept\": 0.98, \"random_seed\": seed}\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    ":::{warning}\n",
    "We have some divergences here, which is a bad sign. This is likely related to the fact that we only have 4 data points but 5 parameters. This is not always a dealbreaker for a Bayesian analysis (because we have priors), nevertheless when we get divergent samples, this is a warning sign.\n",
    "\n",
    "Using the following code, we can see that we have a classic \"funnel problem\" as the divergences occur when the sampler is exploring near zero values of the measurement error (the $\\sigma$ parameter). For 'proper' work, we'd want to fix things to avoid divergences by, for example, exploring different prior distributions for $\\sigma$.\n",
    ":::"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can visualise the divergences in the posterior samples like this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": [
     "hide-output"
    ]
   },
   "outputs": [
    {
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",
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       "
" ] }, "metadata": { "image/png": { "height": 1011, "width": 1011 } }, "output_type": "display_data" } ], "source": [ "az.plot_pair(result1.idata, var_names=\"~mu\", divergences=True, figsize=(10, 10));" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 491, "width": 731 } }, "output_type": "display_data" } ], "source": [ "fig, ax = result1.plot(round_to=3)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===========================Difference in Differences============================\n", "Formula: bib ~ 1 + district * post_treatment\n", "\n", "Results:\n", "Causal impact = 18.94$CI_{94\\%}$[15, 23]\n", "Model coefficients:\n", " Intercept 165, 94% HDI [163, 167]\n", " post_treatment[T.True] -33, 94% HDI [-36, -30]\n", " district -30, 94% HDI [-33, -27]\n", " district:post_treatment[T.True] 19, 94% HDI [15, 23]\n", " y_hat_sigma 0.87, 94% HDI [0.12, 2.2]\n" ] } ], "source": [ "result1.summary()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis 2 - same model, but with more data\n", "\n", "Now lets use the same model but provide observations of all years, not just the years immediately before and after the intervention. This will give us more data to work with." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [beta, y_hat_sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f438b3b8dea54f5faa0c27bd813a2d50", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 2 seconds.\n",
      "Sampling: [beta, y_hat, y_hat_sigma]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n"
     ]
    }
   ],
   "source": [
    "result2 = cp.DifferenceInDifferences(\n",
    "    df_long,\n",
    "    formula=\"bib ~ 1 + district * post_treatment\",\n",
    "    time_variable_name=\"post_treatment\",\n",
    "    group_variable_name=\"district\",\n",
    "    model=cp.pymc_models.LinearRegression(\n",
    "        sample_kwargs={\"target_accept\": 0.98, \"random_seed\": seed}\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "===========================Difference in Differences============================\n",
      "Formula: bib ~ 1 + district * post_treatment\n",
      "\n",
      "Results:\n",
      "Causal impact = 19.27$CI_{94\\%}$[8.7, 30]\n",
      "Model coefficients:\n",
      "    Intercept                        166, 94% HDI [160, 173]\n",
      "    post_treatment[T.True]           -48, 94% HDI [-55, -40]\n",
      "    district                         -28, 94% HDI [-37, -19]\n",
      "    district:post_treatment[T.True]  19, 94% HDI [8.7, 30]\n",
      "    y_hat_sigma                      4.6, 94% HDI [3.9, 5.6]\n"
     ]
    }
   ],
   "source": [
    "result2.summary()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can see form the table above that the inferred parameters are very similar to the results in {cite:p}`angrist2014mastering` (p. 188). Any discrepancies are due to the fact that we have a Bayesian model with priors over the parameters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
" ] }, "metadata": { "image/png": { "height": 491, "width": 731 } }, "output_type": "display_data" } ], "source": [ "fig, ax = result2.plot(round_to=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's be clear about what is happening here. Both from the model equation and the plot above, we can see that the modeling approach is to simply pool all the pre intervention observations into the $post=0$ group and all the post intervention observations into the $post=1$ group. So we are essentially modeling the $2\\times 2$ group means (as we did before), but with more data per cell.\n", "\n", "On the one hand, this could be considered a more robust analysis. But we can see from the raw data that there is a clear temporal trend in the data - the number of banks in business is decreasing over time. Simply averaging the data in pre or post groups will not account for this trend." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis 3 - Modeling the temporal trend" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll again do a difference in differences analysis of the full dataset. This approach has similarities to {term}`CITS` (Comparative Interrupted Time-Series) with a single control over time. Although slightly arbitrary, we distinguish between the two techniques on whether there is enough time series data for CITS to capture the time series patterns." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use the formula: `bib ~ 1 + year + district*post_treatment` which equates to the following model of expected values:\n", "\n", "$$\n", "\\begin{aligned}\n", "\\mu_i & = \\beta_0 \\\\\n", " & \\quad + \\beta_{y} \\cdot year_i \\\\\n", " & \\quad + \\beta_{d} \\cdot district_i \\\\\n", " & \\quad + \\beta_{p} \\cdot post~treatment_i \\\\\n", " & \\quad + \\beta_{\\Delta} \\cdot district_i \\cdot post~treatment_i\n", "\\end{aligned}\n", "$$\n", "\n", "The only change here compared to the classic 2$\\times$2 DiD model above is the addition of a main effect of `year`. Because this is coded numerically (not categorically) this can capture any linear changes in the outcome variable over time." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [beta, y_hat_sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5ac13bb56b194360bad80c6ade451295", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 1 seconds.\n",
      "Sampling: [beta, y_hat, y_hat_sigma]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n"
     ]
    }
   ],
   "source": [
    "result3 = cp.DifferenceInDifferences(\n",
    "    df_long,\n",
    "    formula=\"bib ~ 1 + year + district*post_treatment\",\n",
    "    time_variable_name=\"year\",\n",
    "    group_variable_name=\"district\",\n",
    "    model=cp.pymc_models.LinearRegression(\n",
    "        sample_kwargs={\"target_accept\": 0.95, \"random_seed\": seed}\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "
" ] }, "metadata": { "image/png": { "height": 491, "width": 731 } }, "output_type": "display_data" } ], "source": [ "fig, ax = result3.plot(round_to=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Because we are now modeling time explicitly, we have year (relative to the intervention) on the x-axis. We can also see that the model clearly does a good job of capturing the temporal trend in the data." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===========================Difference in Differences============================\n", "Formula: bib ~ 1 + year + district*post_treatment\n", "\n", "Results:\n", "Causal impact = 20.48$CI_{94\\%}$[15, 26]\n", "Model coefficients:\n", " Intercept 160, 94% HDI [157, 164]\n", " post_treatment[T.True] -28, 94% HDI [-33, -22]\n", " year -7.1, 94% HDI [-8.4, -5.7]\n", " district -29, 94% HDI [-34, -25]\n", " district:post_treatment[T.True] 20, 94% HDI [15, 26]\n", " y_hat_sigma 2.4, 94% HDI [1.7, 3.2]\n" ] } ], "source": [ "result3.summary()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By looking at the interaction term, which captures the causal impact of the intervention, we can see that it looks like about 20 banks were saved by the intervention. Though there is some uncertainty around this, we can see the full posterior estimate of this impact below." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis 4 - Two-way fixed effects\n", "\n", "Finally, we can evaluate the difference-in-differences model in its two-way fixed effects (TWFE) formulation. The TWFE model is widely used in econometrics for causal inference in panel data. It accounts for both unit-specific effects (e.g., differences between districts) and time-specific effects (e.g., shocks or trends affecting all units simultaneously).\n", "\n", "The TWFE model is equivalent to the classic 2$\\times$2 DiD model (Model 1) only in the special case of two groups and two time periods. Outside of this case the approaches diverge, and TWFE can have important limitations {cite:p}`hill2020limitations,imai2021twfepanel`. Readers should proceed with caution when applying TWFE in richer settings {cite:p}`kropko2018two,collischon2020let`.\n", "\n", "The TWFE approach is similar to the previous model in that the `district:post_treatment` interaction term still defines a treatment indicator variable, and its coefficient $\\Delta$ represents the causal effect of the intervention. The difference is that there is no _linear_ `year` term, instead we use a _categorical_ year variable. This allows the model to flexibly capture any time-specific shocks that affect all units.\n", "\n", "The expected values can be written as:\n", "\n", "$$\n", "\\begin{aligned}\n", "\\mu_i &= \\gamma && \\color{#FA8072}{\\text{(global intercept)}} \\\\\n", "&+ \\alpha[\\text{district}_i] && \\color{#FA8072}{\\text{(unit fixed effect)}} \\\\\n", "&+ \\beta[\\text{year}_i] && \\color{#FA8072}{\\text{(time fixed effect)}} \\\\\n", "&+ \\Delta \\cdot \\text{district}_i \\cdot \\text{post_treatment}_i && \\color{#FA8072}{\\text{(treatment indicator)}}\n", "\\end{aligned}\n", "$$\n", "\n", "Here: \n", "* $\\gamma$ is a scalar global intercept. \n", "* $\\alpha[\\text{district}_i]$ is a vector of unit (district) fixed effects. With 2 districts, this is a vector of length 2. The index $\\text{district}_i$ selects the effect for the $i^{\\text{th}}$ observation. \n", "* $\\beta[\\text{year}_i]$ is a vector of time (year) fixed effects. With 6 years, this is a vector of length 6. The index $\\text{year}_i$ selects the effect for the $i^{\\text{th}}$ observation. \n", "* $\\Delta$ is a scalar treatment effect, corresponding to the coefficient on the `district:post_treatment` interaction term.\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [beta, y_hat_sigma]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "cb33312520814600b0a1b4a914abd541", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 1 seconds.\n",
      "Sampling: [beta, y_hat, y_hat_sigma]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n",
      "Sampling: [y_hat]\n"
     ]
    }
   ],
   "source": [
    "result_twfe = cp.DifferenceInDifferences(\n",
    "    df_long,\n",
    "    formula=\"bib ~ 0 + district + C(year) + district:post_treatment\",\n",
    "    time_variable_name=\"year\",\n",
    "    group_variable_name=\"district\",\n",
    "    model=cp.pymc_models.LinearRegression(\n",
    "        sample_kwargs={\"target_accept\": 0.95, \"random_seed\": seed}\n",
    "    ),\n",
    ")\n",
    "\n",
    "# TODO: ideally we would be able to use `unit` instead of `district`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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" ] }, "metadata": { "image/png": { "height": 491, "width": 731 } }, "output_type": "display_data" } ], "source": [ "result_twfe.plot();" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===========================Difference in Differences============================\n", "Formula: bib ~ 0 + district + C(year) + district:post_treatment\n", "\n", "Results:\n", "Causal impact = 20.70$CI_{94\\%}$[18, 24]\n", "Model coefficients:\n", " C(year)[-1.5] 170, 94% HDI [168, 172]\n", " C(year)[-0.5] 165, 94% HDI [163, 167]\n", " C(year)[0.5] 131, 94% HDI [129, 133]\n", " C(year)[1.5] 121, 94% HDI [119, 123]\n", " C(year)[2.5] 111, 94% HDI [109, 113]\n", " C(year)[3.5] 110, 94% HDI [108, 112]\n", " district -29, 94% HDI [-32, -27]\n", " district:post_treatment[T.True] 21, 94% HDI [18, 24]\n", " y_hat_sigma 1.2, 94% HDI [0.64, 2]\n" ] } ], "source": [ "result_twfe.summary()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison of the estimated causal effect\n", "\n", "We can compare the posterior mean and precision of the estimated causal effect from the three analyses above." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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7yODo6OXy5csb2lFRUYbwOOv+/fz88rzv7ERERBjaqZlfNB0UExOT520BFBzCYwAAAJQITz1TssPjzG7rIA0bYlLtWv8Xdpw9Z9acz8zauSs9YJ42XZJKz2OSpO1bSkd4A5REzs4m+fkWdy9Q2DJKUty4cUPx8fHavHmzJUyWpK5du1pKWzgqNtZ4W0vZsmUd2t7Dw8PQzjyK2Vbb3d3d7n3b25eCDHyzlt0AUDwIjwEAKKHCI3IOnUym/3tTHRnFZF1AUbmtgzRlsslqlFztWiZNeVd67Y30ALk0snXd4VqDm5WfL1+WwHEZk+EtXLhQkvTjjz/q9OnTlt/ntWSFlF4WI7OEhASHts8aDmcNk7O24+Pj7d63vX3JHJz7+/vrt99+s/sYAEomwmMAAEqo+3vnFtCYJVFcEShqLw6xDo4zODubNGyotHNX6QxYbV93uNbg5sRIe+RVz549LeFx5hq/NWrUcHiCuMy8vb0N7Rs3bji0fVhYmKHt4+OT4/7DHSjSnXXf2fH19bX8fP36dSUmJuZ5JDaAksGpuDsAAAAAlBZNGku1auUcONWuZVLjRkXUIQBAkatbt67NCeR69OiRr/36+/sbRgdnDqbtceLECcvPHh4e8vf3N/y+du3ahnZISIjd+7Z33YCAAMvPZrNZBw4csPsYAEomwmMAAADATlUq576OJFWpUrj9AAAUr6xBsclkynd47OzsrMaNG1vax44d0/Xr1+3a9sqVKzp+/Lil3aRJEzk5GSOf+vXrq0yZMpb2jh077O7bH3/8Ydd6bdq0MbTXrVtn9zEAlEyUrQAAAADsFHrFzvVCC7cfAIDi1bNnT5lM/3cnipeXl6pVq5bv/Xbs2FF79uyRJKWmpuqnn37Siy++mOt2ixYtMkww16lTJ6t1XF1d1aFDB23dulVS+sjmgwcP5lpq4+rVq9qyZYtd/Q8KClKVKlUU+v9fCNetW6cBAwYoMDDQru0BlDyExwAAlFC/Lc/51niTyaRyPuUkSZFRkUxihVIv9zrfxe9osHT2nFm1cyhdcfacWcHHirBTBcjWdYdrDQBYK1eunB599NEC32+vXr00d+5cy+R3ixYtUseOHRUUFJTtNvv27dOSJUssbS8vL91333021+3bt68lPJakDz74QPPmzbOarC9Damqqpk6daveEeS4uLho4cKDef/99y/bjx4/XZ599ZlVGIycHDhxQ48aNDSOlARQPwmMAAEqo3GaBN5lM8vVNvx3Ryckk8hyUfqXjJJ7zmVlT3pXNSfNSU82a81npeBy22LrucK0BgKLj6empF154QR9//LEkKSUlRa+88opeffVVde3a1Wr9DRs2aMqUKUpNTbUsGzZsmNzd3W3uv3379rrtttu0c+dOSdLp06c1evRoTZw4UdWrVzesGxERoSlTpmjHjh0qU6aMkpKS7HoM999/vzZt2qS//vpLknTx4kU9/fTTGjlypO6++245Ozvb3C4qKkpbt27VypUrdfDgQW3YsIHwGCgBCI8BAABQInz7dc5fmBSn2FizXhkrxcVLO3dJr71h1rChMoxAPnsuPTjeuSu97eEuffSh5OlZch8XAKDk6d+/v/bt22cZIRwdHa033nhD8+bNU+vWreXr66uIiAjt3btX586dM2zbrVs39e3bN8f9v/rqqxo0aJClnvLhw4f1yCOPqE2bNgoMDJSzs7MuXLigP//80zLieOTIkZo2bZpd/Xd2dtbkyZM1bNgwnTp1SpIUFhamiRMnasaMGWrZsqWqVq0qd3d3xcXFKTw8XCEhITp79qwhBC9Ot99+u83lWfuX3XpvvPGGevbsWeD9AooD4TEAAABKhDoBJTlkNel/k8wa95pZqanpAfLOXWY1bmRWlSrpNY4zl6pwdpb+N8mkZk1L8mMCAJREJpNJ7777rt577z2tXr3asvzcuXNWYXFmvXv31tixY3Pdf6VKlTRr1iyNGDHCEiCnpKRo165d2rVrl9X6/fr1U79+/ewOjyXJx8dHX3zxhaZMmaL169dblkdERGjz5s25bu/s7Gw14V9RsjfEzm69zPWngdKu+J6JAAAAQCnSvp1JH0wxyStTWcjgY9Kmzcbg2MtT+mCKSe3bERwDAPLGxcVFEyZM0CeffKJmzZoZJufLzMnJSc2bN9fs2bP16quvZlsSIquAgAAtXLhQDz74oNzc3GyuU6tWLU2aNEljxozJ02Nwd3fXO++8o/nz56tTp07ZHieDq6urWrZsqZEjR2rFihXZ1mEGULRMZma8yLfw8PDi7gJKmPTagL6S0r9Z5WkGoDBwrQGKR1S0WWvXSstWmHXhwv8tv+UWqc8DJt17r+TjffMEx1xrABQVrjfZCwsL04EDBxQWFqbo6Gh5e3urQoUKatGihfz8/PK179jYWO3Zs0ehoaFKTEyUv7+/ateurUaNGhVQ79MlJSXp6NGjunTpkiIjI5WUlCQPDw/5+vqqZs2aCggIUNmyZQv0mIAtN/u1Jr/XhKwIjwsA4TGyutkvRABKBq41QPH6f+3deXhU1f0/8M+EJWEPiICAK4KoiILFvQJatWq1CtYuWpe6VK2trdtPW7XVVq3F7atWbV2rtbVFUXFBK4poi7u4oqAgCAiCQggEwpLM7w/KlOEmIYEkk4TX63l8zL1z7rmfhMzJnfecOTedTkdxcUTJ0og2rSPat49KZ4Y1ZsYaoL4Yb4D60NTHmtoOj615DAAAGyCVSkWHDhEdOuS6EgAAqBvWPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJDQvK5PsOOOO9b1KSqUSqVi0qRJOTk3AAAAAEBjV+fhcTqdrutTAAAAAABQy+pl2YpUKlUfp6n3cwEAAAAANFV1PvN40KBBdX0KAAAAAABqWZ2Hx/fff39dnwIAAAAAgFpWL8tWAAAAAADQuAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIKHOb5hXW4qLi6OkpCTS6XR079491+UAAAAAADRpDTY8Hjt2bDz33HPx5ptvxuzZs6O8vDwiIlKpVEyaNCnRftasWTFnzpyIiGjVqlX069evXusFAAAAAGhKGlx4/NJLL8Xvfve7+OyzzyIiIp1OV+u4mTNnxsknnxypVCpatGgRL730UnTo0KEuSwUAAAAAaLIa1JrHt9xyS/z4xz+Ozz77LBEap1KpKo/de++9o1evXpFOp2PlypXx1FNP1WWpAAAAAABNWoMJj++777645ZZbMstTRES0bNkyBg0aFEOGDKnWDORDDz008/X48ePrpE4AAAAAgE1BgwiPp0+fHn/4wx8ilUpFKpWKli1bxgUXXBCvvvpq3H///XHppZdWq58DDzwwIlYvdfHGG29Ue8kLAAAAAACyNYg1j2+66aZYtWpVREQUFBTEPffcEwMGDKhxPzvssEPk5+fH8uXLo6SkJKZPnx7bbrttbZcLAAAAANDk5Xzm8YoVK+L555/PzDr++c9/vkHBcUREXl5e9OrVK7M9bdq02ioTAAAAAGCTkvPw+M0334zS0tJIp9NRUFAQP/jBDzaqvy5dumS+njdv3saWBwAAAACwScp5eDx79uyIiEilUtG/f/9o2bLlRvXXpk2bzNclJSUb1RcAAAAAwKYq5+HxggULMl937tx5o/tb+yZ55eXlG90fAAAAAMCmKOfh8dozjVeuXLnR/RUVFWW+7tChw0b3BwAAAACwKcp5eNypU6fM13Pnzt3o/j766KMK+wYAAAAAoPpyHh5vueWWEbF6uYkPP/wwli5dusF9ffDBB1nLYOy0004bXR8AAAAAwKYo5+Fx//79o23btpFKpWLVqlXx8MMPb3Bf99xzT+br7t27R48ePWqjRAAAAACATU7Ow+NmzZrF4MGDI51ORzqdjptvvjnmzJlT436effbZeOKJJyKVSkUqlYpvfetbdVAtAAAAAMCmIefhcUTEWWedFXl5eZFKpaK4uDh++MMfxscff1zt40eNGhXnnXdepFKpSKfTkZ+fHyeccEIdVgwAAAAA0LQ1z3UBERG9evWK448/Pu67775IpVIxa9asOProo+PII4+MQw89NDp06JA4Zs6cOfHvf/87HnrooXj33XcjnU5HREQqlYqf/vSnsdlmm9X3twEAAAAA0GSk0mtS1xwrLy+P0047Lf7zn/9kZhCnUqmsNmv25efnx/LlyxP70+l0HHzwwXHTTTfVa+0LFy6s1/PR8KVSqSgsLIyIiKKiomggTzOgiTHWAPXBWAPUF+MNUB+a+ljTsWPHWu2vQSxbERGRl5cXt956axx99NFZwfGatZAjIrOvtLQ0a/+adsOHD4/rr7++/osHAAAAAGhiGsSyFWvk5+fH1VdfHfvvv3/ceuutla57vG6wvNVWW8XPfvYzN8kDAAAAAKglDSo8XuPQQw+NQw89NF555ZWYMGFCvPnmmzFnzpwoKiqKlStXRseOHaNz584xYMCA2G+//WL//fePZs2a5bpsAAAAAIAmo0GGx2vstddesddee+W6DAAAAACATU6DWfMYAAAAAICGQ3gMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAASmtf1CXbccce6PkWFUqlUTJo0KSfnBgAAAABo7Oo8PE6n03V9CgAAAAAAalmdh8cRq2cB1yRETqVSFe5f08f6HgcAAAAAYOPUeXg8aNCgGrWfMmVKFBcXR8T/wuCWLVtGz549o127dhERsXjx4pg1a1asWLEiIv4XJnfo0CH69OlTW6UDAAAAAGyy6jw8vv/++6vVrqysLK666qp4/fXXIyKiVatWceyxx8YRRxwRO+64YzRr1izR/sMPP4zRo0fHyJEjY9myZVFcXBy9e/eOSy65JPLy3AsQAAAAAGBD1cuyFdVx8cUXx+OPPx6pVCp22223uP7662OLLbaotH2zZs2iX79+0a9fvzjppJPi3HPPjbfffjv+/ve/x6JFi+K6666rx+oBAAAAAJqWBjE99/HHH4/Ro0dHRMSOO+4Y99xzT5XB8bq6d+8e9957b+y0006RTqfjqaeeiscee6yuygUAAAAAaPIaRHh8zz33ZL7+zW9+EwUFBTXuo6CgIH7zm99ktu+9995aqAwAAAAAYNOU8/B46tSpMWnSpEilUrHNNttE//79N7iv/v37xzbbbBPpdDo++uijmDp1ai1WCgAAAACw6ch5ePzxxx9nvu7Vq9dG97f99ttnvp4yZcpG9wcAAAAAsCnKeXj8xRdfZL5u0aLFRve3dh9r9w0AAAAAQPXlPDwuKyvLfP35559vdH9r95FOpze6PwAAAACATVHOw+MuXbpExOqg9/3334/58+dvcF/z5s2L9957L1KpVEREbL755rVSIwAAAADApibn4fGaG+SlUqkoLy+Pa6+9doP7uvbaa6O8vDwz43hjbr4HAAAAALApy3l4vNVWW8VOO+0UEatnH48ePTpuuOGGGvdzww03xOjRoyOVSkUqlYqddtopttpqq9ouFwAAAABgk5Dz8Dgi4rzzzot0Oh2pVCrS6XT8+c9/ju9+97vx0ksvVblucXl5eYwfPz6OPfbY+POf/5w5fk2fAAAAAABsmOa5LiAiYt99943jjjsuHnjggUwA/M4778Tpp58eHTp0iJ133jm22WabaNu2bURELFmyJKZPnx4ffPBBLFq0KCIiEz5HRPzgBz+IffbZJ2ffDwAAAABAY9cgwuOIiEsvvTRWrVoV//jHPzIhcDqdjqKiopgwYUJMmDAhccyaWcZrlqpIp9Px/e9/Py699NJ6rR0AADZaOh1RWhSpFSWRbtkmoqAw4r/XxQAAkAsNJjyOiLj88stj7733jt/+9rfx1VdfRURkguSKrAmM0+l0bLbZZnHppZfGN7/5zfoqFwAANl7pomjxwSPR4t1/RN7C6Znd5R23iZX9vxsrdz46oqBD7uoDAGCTlUpXtahwjixfvjwef/zxeOyxx+K9996L0tLSCtsVFBTELrvsEkcddVR861vfivz8/HqudLWFCxfm5Lw0XKlUKgoLCyMioqioqMq1uwE2lLEGGr9mn74UBU+dF6nliyttk85vF6WHXx9l2+xXj5X9j7EGqC/GG6A+NPWxpmPHjrXaX4MMj9e2atWq+OSTT+LLL7+M4uLiiIho3759dO7cObbffvto3jz3k6eFx6yrqQ9EQMPQ2MeavC8/znUJkFN5s9+M/Od/F6l0WWZf2Ra7Rnn77pFX/Hk0m/NOZn861SyWH3BplPcYWP+FplLRvl27iIgoXrx49fIaUE/KO/fOdQnUo8Z+bQM0Dk19rKnt8Dj3yet6NG/ePPr27ZvrMgCAWtb6viNzXQI0GKu2GxLLv35+pDfrldmX+mpq5L84Ipp/Oj5S6bIoeO43uavvv/9vnbMK2FQtOffDXJcAAJu0Bh8e0wAtXZDrChq+VCrSLf77MmtpsRk6QN0w1kCTsGq7IVF65C0Rec2y9qc36xWl3/5jFDz2k2j+6fgcVQc55rXHpsW1DVAXWnfKdQWNWoNftqIx2NSWrWh7/Y65LgEAoMkoOenJSHfartLHU19NjTZ/+VY9VgQA0HSs+ykWy1bUTF6t9laHysrKYsGCBbFgwYIoKytb/wEAANDAlW2xa5XBccTqGchl3frXU0UAAPA/DXbZitmzZ8djjz0Wb775Zrz//vuZm+Wt0b59++jXr1/svvvuceSRR0bPnj1zVCkAAGyY8vbdq92u2dx367gaAADI1uDC4/nz58eVV14Zzz77bJSXl0dEVDh9fNGiRTFhwoSYMGFC/PGPf4yDDjoofvnLX0aXLl3qu2QAANggecWf12o7AACoTQ1qzeOXX345zjvvvFi4cGEmME6lUlUes3a7Dh06xHXXXRf77rtvnde6tk1tzWM3rVi/1b+P7SMiYtGi4ia3fg7QMDT2sabt7fX79xoaqpITn4j0Zr0qfdyax2zKlpzxn1yXQD1q7Nc2QAO1zg3zrHlcMw1m5vG7774bZ555ZpSWlkbE6n/IdDqd+Qfs2LFjtGvXLiIiFi9enBXYrgmYi4qK4ic/+Un85S9/iV133bWev4NNiLtUrl8qFak2hau/XtncXYKBumGsgSYh/8URUfrtP0bkNUs+WF4W+S+OqP+ioKHw2mPT4toGoMFpEDOPly1bFgcffHDMnz8/Exrn5eXFQQcdFEcddVQMGDAg847AGosWLYqJEyfGo48+mljiokuXLvHMM89Eq1at6qX+TW7mMevV1N/FAhqGxj7W5H35ca5LgNxZviRajTotUitLIiJi1baDY/n+F2TNQE59NTXyXxwRzT8dHxER6RZtYtmwOyLy29ZvralUtP/vJI7ixYuFOdSr8s69c10C9aixX9sAjUNTH2ua5Mzje++9Nys43nrrrePaa6+NXXbZpdJjOnToEEOGDIkhQ4bE+++/H+edd1589tlnEbF63eR77703zjzzzPr6FgCAGhIIsKkrPeLGKHj0zEiVr4rmn46P5p+Oj7Ju/aO8fffIK/486wZ56bzmUXrEjVHeY0C915lKpSL13xdY6fym9wILAIDK5eW6gIiIkSNHZoLjHj16xAMPPFBlcLyufv36xQMPPBA9evTI9PPPf/6zDisGAICNU7bNflF61G2Rzm+X2dds7rvRYsrT2cFxfrsoPeq2KNtmv1yUCQDAJizn4fHUqVPj888/j3Q6HalUKi677LLo3Llzjfvp3LlzXHrppZmZEHPnzo1PPvmktssFAIBaU7bNflFyyrOxfMhFUd5xm6zHyjtuE8uHXBQlpzwrOAYAICdyvmzFRx99lPm6a9euMXjw4A3ua/DgwdGtW7eYO3duRERMnjw5tt9++42uEQAA6kxBh1g58MRYOeCEiNKiSK0oiXTLNhEFhRH/vTE0AADkQs5nHi9YsCAiVq+l1rdv343ub+0+1vQNAAANXioV0apjpDv0jGjVUXAMAEDO5Tw8XrZsWebrNm3abHR/a/exdt8AAAAAAFRfzsPjwv/euTkiYv78+Rvd39p9dOjQYaP7AwAAAADYFOU8PF5zc7x0Oh3vvPNOLF26dIP7Wrp0abzzzjuZ7c0333yj6wMAAAAA2BTlPDzefffdIy8vL1KpVKxYsSLuvvvuDe7rnnvuieXLl0dERF5eXgwcOLC2ygQAAAAA2KTkPDzu0KFD7LrrrhGxevbxn/70p3juuedq3M+4cePi9ttvj1QqFalUKvr375+1JAYAAAAAANWX8/A4IuKMM86IdDodqVQqVq5cGeecc06MGDEilixZst5jS0pK4rrrrouf/vSnsWrVqkin0xER8eMf/7iuywYAAAAAaLKa57qAiIjBgwfH/vvvHy+++GKkUqlYtWpV3H333fG3v/0thgwZEgMGDIhtttkm2rVrF6lUKhYvXhzTp0+PiRMnxrhx46K0tDQTPqdSqdhvv/1iyJAhuf62AAAAAAAarVR6zVTdHCspKYnjjjsuPvroo0ilUpkZxKlUqsrj1m6XTqdjhx12iL/97W/Rpk2bOq95jYULF9bbuWgcUqlUZtmUoqKiaCBPM6CJMdYA9cFYA9QX4w1QH5r6WNOxY8da7a9BLFsREdGmTZu4//7745BDDsmaRRyxOiCu6L+IyGpz8MEHx/3331+vwTEAAAAAQFPUIJatWKNdu3bxf//3f/Hcc8/FPffcE2+88UaV7dcEyF/72tfi5JNPjgMPPLA+ygQAAAAAaPIaVHi8xoEHHhgHHnhgzJ49O9588814//3346uvvori4uJIp9PRoUOH2GyzzaJfv36x++67R48ePXJdMgAAAABAk9Igw+M1evToET169Igjjzwy16UAAAAAAGxSGsyaxwAAAAAANBzCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEiolxvmHXjggfVxmiypVCrGjh1b7+cFAAAAAGgK6iU8nj17dqRSqUin0/VxuohYHR4DAAAAALBh6iU8XqO+At36DKkBAAAAAJqieg2PIwS7AAAAAACNQb2Gx+l0Olq0aBFDhw6N4cOHR//+/evz9AAAAAAAVFO9L1uxatWqePbZZ+PZZ5+N7bffPoYPHx5HHnlkdOrUqT5LAQAAAACgCnn1cZLf/e53MWDAgEin01n/ffzxx3HNNdfE/vvvHz/5yU/i+eefj7KysvooCQAAAACAKqTS9bgI8fTp0+Ohhx6Kxx57LObPn7+6gFQq0ul05mZ6m222WXz729+OYcOGRa9eveqrtI2ycOHCXJdAA5NKpaKwsDAiIoqKiqz1DdQJYw1QH4w1QH0x3gD1oamPNR07dqzV/uo1PF6jvLw8XnzxxXj44Ydj3LhxsWrVquyi/hsk9+/fP4YPHx6HHXZYtG3btr7LrDbhMetq6gMR0DAYa4D6YKwB6ovxBqgPTX2saRLh8doWLFgQjz76aDzyyCPx8ccfry5qndnIBQUFcfDBB8fRRx8de+21Vy7LrZDwmHU19YEIaBiMNUB9MNYA9cV4A9SHpj7WNLnweG3vvvtuPPTQQzFmzJhYvHhxRCSD5O7du8ewYcPi6KOPju7du+ey3AzhMetq6gMR0DAYa4D6YKwB6ovxBqgPTX2sadLh8RrLly+PMWPGxKhRo+L1119P/COmUqlIpVKx5557xjHHHBMHH3xwtGjRIkfVCo9JauoDEdAwGGuA+mCsAeqL8QaoD019rNkkwuO1zZw5Mx566KEYPXp0zJkzJ/F4KpWKBx54IAYOHJiD6lYTHrOupj4QAQ2DsQaoD8YaoL4Yb4D60NTHmtoOj/Nqtbc6sOWWW8YvfvGLeP755+OOO+6Ib37zm9GyZcvMMhYAAAAAANS+Bh8er5FKpaKgoCAKCgqiWbNmuS4HAAAAAKBJa57rAtZn7ty58cgjj8QjjzwSM2fOzHU5AAAAAACbhAYZHq9YsSLGjh0bDz/8cLzyyitRXl6eWH8kLy8v9tlnnxg+fHj0798/R5UCAAAAADRNDSo8fv/99+Phhx+Op556KoqLiyMiIp1OZ61v3LNnzzj66KNj2LBhscUWW+SqVAAAAACAJi3n4fGCBQti9OjR8fDDD8cnn3wSEf8LjNfMNs7Pz4+DDz44hg8fHnvuuWcuywUAAAAA2CTkJDwuLy+PF154IUaNGhUvvPBClJWVRUT2LON0Oh277rprDB8+PA477LBo27ZtLkoFAAAAANgk1Wt4PHXq1Hj44Ydj9OjR8dVXX0VEcpbxZpttFkcccUQcc8wx0atXr/osDwAAAACA/6qX8Pgf//hHjBo1Kt59992IiMTN75o1axb7779/DB8+PIYMGRLNmjWrj7IAAAAAAKhEvYTHv/71r7NmF6/Rq1evGDZsWBx11FGx2Wab1UcpAAAAAABUQ72vedyiRYsYOnRoDB8+PHbdddfM/qKiolo/V2FhYa33CQAAAACwKaj38HjVqlXx7LPPxrPPPlun50mlUjFp0qQ6PQcAAAAAQFNVr+FxKpWKiOSaxwAAAAAANCz1PvM44n8hcl0RTgMAAAAAbJx6CY+7d+9eH6cBAAAAAKCW1Et4/Pzzz9fHaQAAAAAAqCV5uS4AAAAAAICGR3gMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACChea4LAAAAiIhIp9NRvHxBLF25JFq3aBvt8ztFKpXKdVkAAJss4TEAAJBTi5cXxTMf/yOe+Oi+mFU8NbO/Z/te8a2+J8Qhvb8b7fILc1cgAMAmyrIVAABAzrw26/k4fuQecftrv84KjiMiZhVPjdtf+3UcP3KPeH3WuBxVCACw6TLzGACATcb0hR/luoRGJ5VKRbtV7SMiYvHi4kin07XW9/tfvBo3v/zLKEuXZfbtuPnu0bVtz/hiyaz4cP6bERFRsqI4Lnn2+Pjp3ldHv6571Nr5qR3bdOyb6xIAgDoiPAYAYJNx6iNDcl0Cldhry4PitEGXxtaFfTL7ZhRNiT+/fkW8OnNslKXL4sYJF+awQioz9kdzc10CAFBHhMcA0MQULfsy1yUA1MheWx4Ulx94bzTLa5a1f+vCPnHFgX+Jy547MV6dOTZH1bE+/u5QW1KpVKRbroyIiEXLFtXqJx1yrbBV51yXALBBhMcA0MQc8/d+uS4BoEZOH3RZIjheo1leszh90GXC4wbM3x1YPzP0gcbKDfMAAICc2XHz3WOrwt5Vttm6sE/03XxgPVUEAMAawmMAACBnurbtWavtAACoPcJjAAAgZ75YMqtW2wEAUHuseQwATcxD338/1yVAg2Vt1obnw/lvxoyiKbF1YZ9K28womhIfzX+rHquiJvzdobakUqno0KFDREQsWtS0bpgH0FgJjwGgiXE3b6Cx+fPrV8QVB/6lwpvmlZWXxZ9fvyIHVVFd/u5QW1KpVBS2Llz99YoWwmOABkB4DADAJuPOo1/IdQmNTiqVinbt2kdExOLFxbUW5pSsWBwX/et7sWxlSbw6c2xc9tyJcfqgy7JmIM8omhJ/fv2KeHXm2IiIaNWiTfz+4AejTct2tVIDAABVEx4DALDJ2KZj31yX0OikUqkoLCyMiIii5kW1OhPwsqF3xiXP/jDK0qvi1Zlj49WZY6Pv5gOja9ue8cWSWVlLVTRLNY/Lht4ZO3cdVGvnBwCgam6YBwAA5MSgnkPjdwfdH21ats/s+2j+WzH+09FZwXGblu3jdwfdH4N6Ds1FmQAAmywzjwEAgJwZ1HNo/PU7r8W/PvlnPP7hX2JW8dTMYz3b94ojdjwxDt7+2GiXX5i7IgEANlHCYwAAIKfa5RfG8J1Pj2E7nRbFyxfG0pWLo3WLdtE+v2OkUqlclwcAsMkSHgMAAA1CKpWKDgWdokNBp1yXAgBAWPMYAAAAAIAKCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgITmuS4AAABgQ6XT6ShbuDzKl6yMvLYtolnH/EilUrkuCwCgSRAeAwAAjU5Z0fJY+NDU+OqvU2LFtOLM/pbbtY/Nju8THY/pFc0K83NYIQBA4yc8BgAAGpXFL8yOz85+McqLVyYeWzGtOOZc8UZ8ceM7sdUf9492g3vkoEIAgKZBeAwAAJuw0slFVT6eSkWUtC9b3ba4ONLpeiiqCiWvz4vPL301oux/hbQa2Dla9mgbK2YviWVvfRkREeXFK2P6Sc9H99/uGW0GdclVuTVWsENhrksAAMgQHgMAwCbs44NG57qEDdbuwJ7R7ZcDo6B3YWZf6cdFMffKN2Px87MjytLx+S9fyV2BG2CXz07IdQkAABnCYwAA1mvVV6W5LgGytDuwZ2x955BINcvL2l/QuzC2vmtozDhl3OoAuZHxXGs8mm9WkOsSAKDOCY8BAFivDwf8M9clQJZuv9o9ERyvkWqWF91+tXujDI891xoPs8QB2BRUfLUFAADQQLUa2DkKtu9QZZuC3oXRakDneqoIAKBpEh4DAACNSssebavZrk0dVwIA0LQJjwEAgEZlxewl1WxXUseVAAA0bdY8BgBgvXaceGyuS6CONMY1dpe99WWUflwUBb0LK21T+nFRLJv4Zf0VVUs81wCAhkR4DADAejXfrCDXJUCWuVe+GVvfNbTCm+aly8pj7pVv5qCqjee5BgA0JMJjAADYhPV+9sgqH0+lItq1bx8REYuLiyOdro+qKla2eEVM/+HYKC9ZFYufnx0zThkX3X61e9YM5NKPi2LulW/G4udnR0REXpvmsc3934hm7VrmqGoAgMZLeAwAAJuwgh0Kq3w8lUpFm8LVbVYWNYt0LtPjiNjq9sEx/eTnI1alY/Hzs2Px87Oj1YDO0bJHm1gxuyR7qYrmqdjq9sHR5mtdclcwAEAj5oZ5AABAo9FucI/Y5p4DIq99i8y+ZRO/jEVPzMgKjvPat4ht7jkg2g3ukYsyAQCaBDOPAQCARqXd4B7R99/DYuFDU+Orv06JFdOKM4+13K59bHZ8n+h4TK9oVpifwyoBABo/4TEAANDoNCvMj86n7hSbnbJjlBUtj/LFKyOvXYtoVpgfqVQq1+UBADQJwmMAAKDRSqVS0bxjQUTHglyXAgDQ5FjzGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAICEVDqdTue6CAAAAAAAGhYzjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIaJ7rAmBT9tlnn8WkSZNi7ty5UV5eHl27do3evXtHnz59cl0aANDEFBUVxZQpU2LGjBlRVFQU6XQ6OnToEN27d4/ddtst2rVrVyvncX0Dm7b6GmuATVd5eXl89tlnMWPGjPjiiy+iuLg4VqxYEa1bt47CwsLo27dv9O7dO5o1a7bR53JdIzyGhJKSkpg0aVK8++678e6778Z7770Xs2fPzjzeo0ePeP755zfqHOPHj4/bbrstJk6cWOHjO+ywQ5x66qlx5JFHbtR5AIBNV3l5ebzxxhvx7LPPxiuvvBJTpkyptG0qlYq99947TjrppBg8ePAGnc/1DWya6nqsmTVrVhx44IEbVFvXrl3jxRdf3KBjgYZlwYIFcdddd8Vbb70VH374YSxbtqzK9h06dIgjjzwyTjnllNhiiy1qfD7XNf+TSqfT6VwXAQ3BPffcE6NGjYpPPvkkysvLK223MeFxOp2Oq666Ku67775qtT/88MPj97//fbRs2XKDzgc0bHXxZpUXWMAaBx98cMyYMaPGxx1++OFxxRVXRNu2bavV3vUNbNrqeqxxbQNERLz33ntxzDHH1Pi41q1bx6WXXhrDhg2rVnvXNUlmHsN/vf7661W+S14brrvuusQANHDgwNhll12iWbNmMXny5JgwYUKseU/nySefjGbNmsWIESPqtC6gflX3zSqAjbFgwYLEvm222Sb69+8fnTt3jvz8/Jg7d268/PLLMXfu3EybJ598MubNmxd33XVX5Ofnr/c8rm9g01ZfY80aeXl5kUqlqtW2eXORBzRVnTt3jj59+sTWW28dHTp0iGbNmkVRUVF8+OGH8fbbb2deZy1dujQuvvjiWLFiRXzve99bb7+ua5KMpFCF1q1bx8477xwffPBBLF26dKP6GjduXNxxxx2Z7fbt28dNN90Ue++9d1a7SZMmxZlnnpm5sBo9enTsvvvu1RrkgMahPt6sWsMLLKBHjx7xne98J44++ujo1q1b4vGysrL45z//GVdffXUsX748IlaPUzfeeGP8v//3/6rs2/UNsEZdjjVru/LKK6s9gxBoOpo1axaDBg2KQw45JPbdd9/YbrvtKm07e/bsuOKKK+KFF17I7Lvqqqtin332ia222qrS41zXVMyyFfBfv/jFL2LWrFmxyy67RL9+/WKXXXaJXr16RV5eXhxwwAGZj5JvyMfI0+l0HHnkkZmwKJVKxf333x+DBg2qsP2nn34a3/72tzMXVZtvvnmMHTs2CgoKNuI7BBqKs846K5577rmsfRW9WVUby1ZcffXVXmDBJurII4+ME088MY466qhq3TBm/PjxccYZZ2Rm6rRo0SKee+656Nq1a4XtXd8AEXU/1ri2ATZEWVlZnHbaafGf//wns++kk06Kiy++uML2rmsql5frAqChuOGGG2LkyJFx2WWXxbBhw6J3796Rl1c7T5GxY8dmzTL89re/XekAFBGx7bbbximnnJLZnj9/fowcObJWagFyLz8/P/r37x/HHXdcXH311fHEE0/Em2++GX/961+jY8eOuS4PaCJGjRoVw4cPr/adxgcPHhyHH354ZnvlypWJN7rW5voGiKj7sQZgQzRr1izOO++8rH0vvfRSpe1d11ROeAz14Omnn87aPu6449Z7zPe+972sC7B1+wAar7p8swpgjQ1ZimbtQCdi9c1pKuP6Boio+7EGYEPtvPPO0bp168z2nDlzKm3ruqZyXqlCHVu1alXWHX632GKL6N+//3qP69q1a+y2226Z7YkTJ1Z4MwoAgNqy7jqAX375ZYXtXN8AG6O6Yw3AxmrTpk3m68pW7nVdUzXhMdSxKVOmRHFxcWZ7wIAB1T527bZlZWXx1ltv1WptAABrKykpydqubEah6xtgY1R3rAHYGMuWLYuioqLM9pZbbllhO9c1VRMeQx2bOnVq1vaOO+5Y7WN32mmnrO1p06bVSk0AABWZPHly1na3bt0qbOf6BtgY1R1rADbG008/HStXrsxsDxkypMJ2rmuq5u09qGPrDhzdu3ev9rFbbLFFlX0BANSm0aNHZ23vtddeFbZzfQNsjOqONRV55pln4qmnnoqpU6fGwoULIz8/PwoLC6N3794xaNCgOPTQQ6NLly61XTLQyHz00UdxzTXXZLYLCwvjxBNPrLCt65qqCY+hjn3xxRdZ2zV5V33dtnPnzq2VmoBNhxdYQHW99tpr8dprr2W227VrF/vtt1+FbV3fABuqJmNNRV544YWs7TUfS58+fXo8++yzce2118YxxxwT559/ftZap0DTlk6nY8mSJTFlypR4+umn48EHH4wVK1ZERETr1q3jpptuis6dO1d4rOuaqgmPoY4tXbo0a7smFzDrtl23L4D18QILqI5ly5bFpZdemrXv5JNPrnRccH0DbIiajjUbYsWKFfG3v/0tXnnllbj99ttj6623rrW+gYZj2rRp8a1vfSuzXV5eXuEN8QYPHhwXX3xxbLvttpX25bqmasJjqGPrDhwtW7as9rH5+flV9gWwsbzAAiIiLr/88pg+fXpme7vttotTTz210vaub4ANUdOxZm077LBDfOMb34jdd989tt9++ygsLIx0Oh1ffvllvPPOO/Hoo4/Giy++mGk/bdq0OO200+If//hHdOzYsba/FSDH0ul0lJWVVfp4Xl5eHHfccXHqqaeudyax65qqCY+hji1fvjxruyaD0LptS0tLa6UmoOnzAguorr/85S/xyCOPZLZbtmwZI0aMSLwYWpvrG6CmNmSsiVi9TumDDz4YAwYMqPDxnj17Rs+ePePwww+P8ePHxwUXXBCLFi2KiIgZM2bE7373u7juuutq7xsBGoXy8vK4//7748EHH4zjjz8+zj333EqvV1zXVE14DHVs3YuhNWvuVMe6bQsKCmqlJqDp8gILqImnn346fv/732ftu+KKK6Jfv35VHuf6BqiJDR1rIiLatm1b6XXNugYPHhy33nprnHjiibFq1aqIiHjyySfjxz/+cfTp06fmhQMNVq9evWLy5MmZ7RUrVkRRUVF8+OGH8fTTT8fjjz8eK1eujJUrV8Y999wTU6ZMidtvv73CYNh1TdXycl0ANHWtW7fO2q7JILTuu1/r9gWwrg15gdW8+f/eS37yySdjypQpdVUe0IC8/PLLccEFF0R5eXlm33nnnRdHH330eo91fQNU18aMNRvia1/7WgwfPjyznU6nY8yYMXVyLqDhaNmyZXTp0iUGDx4cV199dTz00EOxxRZbZB7/z3/+E7fcckuFx7quqZrwGOrYugNHSUlJtY9dt21THISA3PICCzZN7777bpx11llZL45OOeWUOP3006t1vOsboDo2dqzZUMccc0zW9ssvv1yn5wManr59+8Ydd9wRLVq0yOz7y1/+EgsXLky0dV1TNeEx1LGuXbtmbc+dO7fax86ZMydre32LvANsCC+wYNMyZcqUOO2007Ju6PKd73wnLrzwwmr34foGWJ/aGGs2VL9+/bICo88//7zOzwk0PL17947DDjsss11aWhrjx49PtHNdUzXhMdSxXr16ZW3X5MJl3QFru+22q5WaANbmBRZsOj777LP40Y9+FEVFRZl93/zmN+OKK66oUT+ub4Cq1NZYs6Hy8vKisLAws13RTENg07DPPvtkba+9TvIarmuqJjyGOrbuIDRp0qRqH/vBBx9kbTfFQQjIPS+wYNPwxRdfxEknnRTz58/P7Bs8eHBce+21kZdXs5cFrm+AytTmWLMxSktLM1+vezMsYNPRuXPnrO0lS5Yk2riuqZrwGOpY7969o3379pntt99+u9rHTpw4MfN1s2bNYuDAgbVZGkCGF1jQtC1YsCBOOumkmD17dmbfHnvsETfddFPWJw+qy/UNUJHaHms21MKFC2Px4sWZ7c0226zezg00LOuGxWtfv6zhuqZqwmOoY82bN4/9998/sz1nzpx455131nvcF198kdVuwIAB0alTpzqpEdi0eYEFTduSJUvi1FNPjWnTpmX29e/fP2677bYoKCjYoD5d3wDrqouxZkO9+OKLWdt9+/at1/MDDce6s4i32GKLRBvXNVUTHkM9OPTQQ7O2//a3v633mAcffDDKysoy29/85jdrvS6ACC+woCkrLS2NM844I+sjlX369Ik777wz2rZtu1F9u74B1qjLsaamVq5cGXfccUfWvv32269eawAahtLS0nj88cez9q27BvIarmsqJzyGenDggQdGnz59MtuPPfZYvP7665W2//TTT+Ouu+7KbG+++ebxne98p05rBDZNXmBB07Vq1ao455xzsq45ttlmm7jnnnuiQ4cOG92/6xsgom7Hmi+++CLrpnvrU15eHpdddll8/PHHmX2bb755HH744RtVB5BbK1asiI8++qhGx5SXl8evf/3rrJvf7brrrpWuSey6pnLCY6gHqVQqzj333Mx2Op2Os846K15++eVE20mTJsVJJ50Uy5cvz+w7++yz6/2jXkDj4wUWsEY6nY6LLrooXnjhhcy+Hj16xL333pu4ccyGcn0D1PVY895778UBBxwQ11xzzXpvYPXRRx/FSSedFKNGjcraf+6550br1q03uhYgd0pLS+Ooo46Kn/3sZzFu3LhYsWJFle3feeedOOGEE+LRRx/N7MvLy4tf/epXlR7juqZyqXQ6nc51EdAQzJ49Ow466KAKH1v7YwgRqxdBr8i9994be+yxR6XnuPbaaxMz/AYOHBj9+/ePvLy8mDx5ckyYMCHWfloeeeSRMWLEiOp+G0Ajd8ABB2RuMtOjR494/vnnq33s2LFj48ILL4zvfve7ccQRR8ROO+1UaduPPvoorrrqqnj11Vez9l999dUxbNiwDSseaDBmz54dBxxwQNa+VCoVeXk1mzvSo0ePePbZZ6ts4/oGNl11PdaMHTs2fvKTn2S2N99889hpp51iyy23jHbt2kU6nY4FCxbEO++8E5MnT04cf8opp8SFF15Yo1qAhqe4uDgGDRqU2W7VqlX07ds3tt9+++jQoUO0atUqSkpKYu7cufHee+/FzJkzs45PpVJx5ZVXxvDhw9d7Ltc1Sc1zXQA0FOl0OhESV6aydut7L+bcc8+N0tLSuP/++zP73nrrrXjrrbcqbH/YYYfF7373u2rVBDQe1X2zavbs2ZUGwJW9WVVSUhJ333133H333Rv0AktwDE1DRdckNbnWWaM67V3fwKarPseaiIj58+fH+PHj19uuoKAgLrroovj+979fozqAxmHZsmUxceLEmDhx4nrbdu3aNS6//PIYOnRotfp2XZMkPIZ6lJeXF5dcckl8/etfj1tvvTXefvvtCtv16dMnTj311Pj2t79dvwUC9aI+3qyK8AILqB+ub4C6ssMOO8QPfvCDeO2112LatGlRXl5eZfvNN988jj766DjuuOOiW7du9VQlUNfatGkT11xzTbz00kvx+uuvxxdffLHeY3baaac4+uijY9iwYTW6cafrmiTLVkAOzZgxIz744IOYN29elJWVRdeuXaN3796xww475Lo0oA7NmjUrDjzwwI3q47777os999wza9/MmTPj7rvv9gILyCnXN0BdWLp0aXzyyScxa9as+PLLL2Pp0qWRSqWiXbt20alTp9h5551jyy23zHWZQD2YN29eTJ06NWbNmhWLFi2K5cuXR+vWraNt27bRs2fP2HnnnaN9+/a1ci7XNcJjAGiSvMACAABgYwmPAQAAAABIqNktUAEAAAAA2CQIjwEAAAAASBAeAwAAAACQIDwGAAAAACBBeAwAAAAAQILwGAAAAACABOExAAAAAAAJwmMAAAAAABKExwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEprnugAAoO599tln8fHHH8fcuXOjpKQkysvLo127dtG+ffvYdttto0+fPtGyZctcl8kGOOCAA2L27NkREdGjR494/vnnc1wRsLFeffXVOOGEEzLbZ599dvz0pz/NYUUAwKZKeAwATdQ777wTI0eOjOeffz6++uqrKtu2aNEi+vfvH4cffngcdthh0bFjx3qqksZg7YA6IuK+++6LPffcM4cV0dTdfPPNccstt9RKXwceeGDceuuttdIXAMCmxrIVANDEfPLJJ3HyySfHscceGyNHjlxvcBwRsXLlynjzzTfjiiuuiP333z+uuuqqWLBgQT1UCzRko0aNih122CHz36hRo3JdUqNw0UUXZf3cZs2aleuSNgk//OEPs37uAMDGM/MYAJqQkSNHxm9/+9tYvnx54rE2bdpEr169olOnTtG2bdsoKiqK+fPnx4wZM6K0tDTTbsWKFfGXv/wlXnzxxXj66afrs3wAAAAaEOExADQRf/7zn+O6667L2peXlxdHHHFEDB8+PAYOHBgtWrRIHFdaWhovv/xyPPPMM/H444/HqlWrImJ1iAzQEBxyyCFx4YUXbtCxrVq1quVqAAA2HcJjAGgCnnvuubj++uuz9m233XZxww03RN++fas8tqCgIIYOHRpDhw6NM844I2688cYYM2ZMXZYLUCOtW7eOnj175rqMerPnnnvG5MmTc10GAIA1jwGgsZs5c2ZcdNFFkU6nM/t22WWX+Nvf/rbe4Hhd22yzTdx4441x1VVXRX5+fm2XCgAAQCNi5jEANHIjRoyI4uLizHb79u3jlltuiY4dO25wn8OHD49BgwbVRnkAAAA0UsJjAGjEpk+fHs8++2zWvosuuii6deu20X1vtdVW1W772WefxbRp02L27NlRUlISEREdOnSILl26xK677hqdOnXa6Hrqy6JFi+LDDz+MGTNmxOLFi2PFihVRUFAQ7dq1ix49ekSvXr2ia9euNe53+fLl8cknn8Snn34aX331VSxdujRatWoV7du3j2233TZ23nnnaNmyZR18Rw3PnDlz4v33348vvvgiSkpKolOnTjFgwIDYfvvt13vshx9+GB988EEsWLAgWrRoEV26dIk999wzOnfuXGv1rVy5Mt566634/PPPY/78+dGmTZvo1q1b7LnnntG2bduN6vvLL7+MTz75JGbOnBnFxcWxcuXKaNeuXXTs2DH69etXo+dddXzyyScxZcqUWLhwYRQXF0d+fn506tQptttuu+jbt+8m8ztXXXPmzIkPP/ww5syZEyUlJVFWVhatWrWKjh07Ro8ePWKHHXaIdu3a5brMGmtoz7mVK1fG1KlT49NPP4358+dHSUlJ5OfnR/v27WPLLbeM/v37N6i1qletWhXvvvtuzJw5MxYuXBgrVqyIjh07Rs+ePWPgwIE+qQNAkyY8BoBG7C9/+UuUl5dntjt37hxHHnlknZ936dKl8cILL8S//vWveO211+Krr76qsv3OO+8cJ510Uhx++OHRrFmzap3jgAMOiNmzZ0dERI8ePeL555+vdn0333xz3HLLLZnt++67L/bcc88qj3nllVfijjvuiJdffjnKysqqbNu1a9fYf//94/jjj69yaZCZM2fGmDFjYvz48fHOO+/EypUrK22bn58fBx10UJx22mk1Xm6koans3+7ll1+OP/3pT/Hqq69m/d6uMWDAgLjssstip512Sjw2atSouO222+Kzzz5LPJaXlxeHHHJIXHzxxdUK9keNGhUXX3xxZvvqq6+OYcOGRXFxcdx2223x6KOPxoIFCxLHtWzZMg466KC44IILYosttljveSIiysrK4rXXXotnnnkmXn755Zg+fXqV7bt16xY/+MEP4gc/+MEGh5Rz5syJO++8M55++un48ssvK21XUFAQe+65Zxx11FFxyCGHZJ6bs2bNigMPPLDCYy6++OKsn926nnvuuUa3NnF5eXk8/PDD8cADD8SHH35YZdtUKhXbb799DB06NE466aTYbLPNMo+t+3u1tsp+nhEVj2+vvvpqnHDCCZnts88+O376059W2kdDf85FRMybNy+eeeaZGDduXEycODGWLl1aadvmzZvH17/+9Tj11FPja1/7WpX9rjver22HHXao9Lg99tgj7r///ir7njp1atx6663xwgsvxJIlSypsU1BQEAcccED87Gc/i2233bbK/gCgMRIeA0Aj9tJLL2VtDxs2LFq0aFHn5z333HNj3Lhx1W7/wQcfxAUXXBAPP/xw3HDDDQ1qJnI6nY4rr7xyvSHC2r744osYOXJkbLbZZpUGvUVFRfGNb3yj2n0uX748nnjiiRgzZkyce+65ceqpp1b72Mbg1ltvjf/7v/+rss3EiRPj+9//ftx8882x//77R8Tqn8u5554bY8eOrfS48vLyGDNmTLz99ttx3333bdDs3WnTpsWpp56aCeAqsmLFinjyySdj3Lhxce2111YZCK5x3333xe9///tq1zF37ty4/vrr4x//+EfcfPPNsfPOO1f72HQ6HbfddlvceuutVb5RsUZpaWmMHz8+xo8f3yhD39pQXFwcZ555ZrzxxhvVap9Op+Pjjz+Ojz/+OPbee+/YZ5996rjCDdfQnnPf/OY3M59MWZ9Vq1bFuHHjYty4cXHSSSfFBRdcEM2b199L17Kysrjmmmvi/vvvrzB0X1tpaWk89dRT8a9//SsuvPDCOPHEE+upSgCoH8JjAGik5s6dGzNnzszat9dee9XLude+OV9ERNu2bWP77bePTp06RZs2bWLFihUxd+7cmDx5cpSWlmbavfLKK3HqqafGgw8+2GA+Ln/77bcnguPmzZvHDjvsEN27d49WrVrF8uXLY9GiRTFt2rSYN29etfqtKHDYYostYtttt4127dpFy5YtY8mSJTFt2rT47LPPMj/TsrKyGDFiRKRSqTjllFM2/htsAO67776sEKtPnz6x9dZbR4sWLWLGjBkxadKkzPdfWloaP//5z+PJJ5+Mbt26xTnnnJN5o6J58+axyy67RLdu3aKsrCwmT54cM2bMyPQ7Z86c+PnPfx4jR46s9gz3iNVB/ymnnBKff/55RES0aNEi+vfvH127do2lS5fGlClTMo9FrJ55f84558TNN98cQ4cOrbLvdX8PWrRoEdttt11069Yt2rVrF2VlZbFgwYKYPHlyFBUVZdrNnj07TjzxxBg1alS1grlVq1bFueeeG88880zisc033zz69OkTHTt2jBUrVsSXX34ZH330UZUzPzcVP//5zxPBcevWraNv377RpUuXaNmyZSxdujS++uqrmDp1atb68g1ZQ3zOrft3o3PnzrHddttFYWFhFBQURElJSWYJpLU//XHvvffGypUr47LLLtvon0t1lJaWxk9+8pP497//nbW/RYsW0bdv3+jWrVu0bNky5s+fH++9914sW7YsIlY/B6+66qooLi6ucpY4ADQ2wmMAaKTeeuutrO1UKhX9+vWrt/P37ds3jjzyyBg8eHCl62YuW7YsnnjiibjhhhsyS1t88MEHcdNNN8X5559fb7VWZvHixXHbbbdltps1axZnnXVWnHDCCdG+ffsKj5k3b1689NJL8eijj0Yqlaqy/xYtWsSBBx4YBx98cOy7775RWFhYYbuZM2fGnXfeGf/4xz8yAcv1118f++23X5Ufu24MFi5cGH/4wx8iImLo0KHx//7f/0t8tHvy5Mnx85//PKZNmxYRESUlJXHTTTdFr169Yty4cZGXlxcnn3xy/PjHP44OHTpkHTt27Ni44IILMkHoBx98EI899lgMGzas2jXefvvtsWjRokilUnH88cfH2Wefnfi3+s9//hO/+c1vMh/hX7lyZVx00UXx5JNPrnft18033zyOOuqoGDJkSOy2224VzqAsLy+PCRMmxHXXXReTJk2KiNW/n+eff37885//XO/38Pvf/z4RHA8ePDjOPvvs6N+/f4Xne/vtt+Opp56KUaNGZT3WrVu3eO655yIi4plnnsn8+0VEXHjhhXHIIYdUWkdtrLdeX1566aX4z3/+k9kuLCyMX/3qV3HooYdW+gmOjz/+OMaPHx8PPfRQ4rFDDjkk9thjj4iI+MMf/pD17/HAAw9U+rOp7Rm1DfU5l0ql4utf/3p885vfjP333z+6dOlSYbt58+bFAw88EHfddVdmBv0DDzwQQ4YMycyOXtuJJ54YRx99dESs/lTMO++8k3lsze9xRSpbp/jyyy/PCo7btWsXZ599dhxzzDGJNc9LS0vjb3/7W9x4442xfPnyiIj44x//GP3794/BgwdXem4AaEyExwDQSH3xxRdZ2507d068yK8rl156abU+4t6qVav4zne+E/vuu2/84Ac/iDlz5kRExN///vc444wzNvrmYxvrpZdeyrzgj4g488wz4+yzz67ymC5dusTw4cNj+PDhWbOq19W2bdt47rnnqrUe6JZbbhmXX3557Lrrrpk1U1etWhX33HNPjZY8aIjWBEzHHntsXHHFFRUG7jvssEPccccdcfjhh2d+pk888URmJuMf/vCHOOKIIyrs/xvf+EZceeWV8Ytf/CKz76GHHqpReLxo0aKIiLjkkkvi+OOPr7DNvvvuG//4xz/iuOOOywRuRUVFcc0118SIESMq7ftb3/pWnHDCCetdTiYvLy/222+/2GOPPeLMM8/MhFfvvPNOvPrqq1Wu2f3vf/87MXv+vPPOi9NPP73K8w0cODAGDhwYP/vZz7KCtObNm2ee3x07dsw6bs1Nwurb0qVLY9asWRt0bPfu3SMvLy+xf91g8aabblrv2ui9e/eO3r17xymnnJJYGqRNmzbRpk2biFg9e3lt3bp1q7efW0N9zo0ePbpaP4MuXbrEL37xi9hzzz3jtNNOi1WrVkVExB133FFheNy+ffvMm33rBsI1/ZmPGTMm682UHj16xH333VdpPwUFBfGjH/0odttttzjppJNi+fLlmaWQvv71r1f4ewcAjY2/ZgDQSK39EfeI2OCba22Imr4g7969e9aNpJYsWVKjG+DVlbWXIoiIKmdUVqSgoKDSx1q2bFntG0mtMWzYsKxlEMaMGVOttWsbum233TYuvfTSKmdq9+zZMw4//PDM9ooVK2LZsmVxzDHHVBpirXHYYYfFlltumdl+++23qwz2K/KNb3yj0uB4jU6dOsWIESOyAqExY8bE/PnzKz2ma9euNVqHvGXLlnH11VdnHfP4449Xecwf//jHrO3vfe97VQbH62rfvn2lszAbimeeeSYOPPDADfqvshudrf38LywsXG9wvLZUKtVglt6pSEN8ztX078Y+++wT3/ve9zLbr732WuJN09qUTqfj1ltvzWw3b948br311mrVveZNmDVmzJhR5ZrRANCYCI8BoJFaNzyubJmFhmLo0KFZgdjEiRNzWE3F1iytkUsHH3xw5uvS0tL48MMPc1hN7fjRj35UraBt3333Teyrbgi69o3LysrKYsqUKdUvMCIr+KlKv379sm6EuHLlynjiiSdqdK716dKlSwwYMCCzXdVz5aOPPspawqZNmzZxwQUX1Go9m4KSkpKsTyE0do3hOVcda4+HEcnlmmrTK6+8kvU9HHHEEZXeELUixx13XNabMA3hDVIAqA2WrQAAak15eXksXbo0SkpKKpwxW1hYmJmlOXXq1PouL2G77bbL2r7xxhujf//+mY+e15WVK1dGSUlJLF26NHFDtXXXP502bVqFa9Y2JhV91LwiW2+9dWJ73X2V2WabbbK2v/zyy2odF7H6ZmI1WVv6W9/6VvzrX//KbL/55ptx8sknV/v4NZYtW5YJLde9mdjabwZNmzYt0ul0hbNIX3nllURtuV4OprHYbrvtYvz48RGx+jk5YsSI+NWvfrXetcwbg4b+nFvbqlWrMn831r5RXkQk/i3q8u/GhAkTsrYPPfTQGh3fqlWr6N+/f7z++usREYkbMQJAYyU8BoBGat0bei1evLjea1i6dGm88MIL8dxzz8WHH34YM2bMyKxPuT7FxcV1XN367b333rHZZptlZhy//fbbccghh8Tw4cPjoIMOip122qlW1qycOXNmjBkzJjOzraplDta1Zj3exqp169bVvonaukuvrBvu1+TYypYqqMiuu+5a7bYVtX/vvffWe0x5eXm8+uqr8cwzz8R7770XU6dOjWXLllXrfOXl5bFkyZIKl6ZZdyZmTZZeaEyOPvroWl//+/DDD4977rkns33//ffHa6+9Fsccc0wMHTo0a1mGxqShP+fmz58fTz/9dPz73/+OKVOmJJYPqkpd/t148803s7YLCwtrvM722m/czJ49O8rLy617DECjJzwGgEZq3fC4vsPYkSNHxvXXXx8LFizYoONzEXavq1WrVnH55ZfHz372s8wM4Pnz58ftt98et99+e7Rv3z5222232G233eJrX/ta7LbbbjVaG3bhwoUxYsSIeOSRRxIzjKurIfycNkZNbuK45mZda9RkKZZ1j63umxgRyRmU69OtW7fIz8/PLHOwvuVO3njjjbjiiiti8uTJNTrP2hYvXlxheLzuGxHbb7/9Bp9jU7PLLrvEiSeeGH/5y18y+yZPnhxXXnllXHnllbHFFlvEgAEDYsCAATFo0KDo27dvo5iV3FCfc8uWLYubb7457rvvvg1ey70ux8O5c+dmbR977LEb1V95eXkUFxcn/lYDQGMjPAaARqpLly5Z219++WUUFxfXy9rHV111VVbgsiHW/Zh+rhx00EFx5513xuWXXx4zZszIeqy4uDhefPHFePHFFyNi9Yy+Aw44IE488cT1LiUxb968OOmkkzb6Y9YN5ee0oTZm1l19zdjbkGUe2rVrlwmPV65cGUuXLo3WrVsn2j399NNx/vnnb/SNDyt782Hdtc9rEhwS8ctf/jK6d+8et9xySyKYnDNnTsyZMyeeeuqpiFh988PDDz88TjzxxGrP7M2FhvicKykpidNPP32jl3Koy/Fw4cKFtd5nSUmJ8BiARk94DACN1MCBA7O20+l0vPfeexXeAKk2jRkzJhEc9+7dOw477LDo379/9OjRIzp37hz5+fmJGzYdcMABMXv27Dqtb0Psu+++8dRTT8W4ceNizJgx8eqrr1a4fufSpUvjiSeeiCeeeCKGDRsWv/71r6OgoKDCPi+55JKs4Lh58+YxdOjQ2G+//WLHHXeMrl27Rrt27SI/Pz9rneNXX301TjjhhNr/JqlUbcwmraiP2bNnx0UXXZQVHG+22WZxxBFHxNe+9rXYaqutokuXLtGqVavIz8/P6uOiiy6KRx55pFbqoGonnXRSDB8+PJ544okYO3ZsvPXWW7F06dJEuy+++CLuvvvu+Otf/xrnn39+nHjiiTmotnG69tprs4LjVCoV++yzTwwZMiR23nnn6NatWxQWFkbLli2zbqw6a9asOPDAA+ulxo19g6cijf3NPwCIEB4DQKO1xRZbRM+ePbPWZHz11VfrPDy++eabs7bPOeecOPPMM6sVWtVkHdqNse5Nl6qjefPmcdBBB8VBBx0UEREzZsyIiRMnxltvvRUTJkyImTNnZrUfNWpULF68OG655ZZEX++++27mRlwRER07doy77rordt555/XWUV8/I/5nQz4Kv/YxLVq0iFatWiXa3HHHHVnrGg8dOjSuv/76Cmcor6u6vwcdO3bM2i4qKoquXbtW61j+p127dvH9738/vv/978eqVati8uTJ8fbbb8cbb7wREyZMyJrhvWLFirjqqqsilUp5o6ca5s2bFw8++GBmOz8/P2699dbYb7/91ntsfY6HHTt2jHnz5kXE6hrfeecdb8YAQERYvR8AGrGvf/3rWdujRo2qk9lTa0yfPj1rNu2gQYPirLPOqtYL7NLS0hqty7z2epo1Wb82onbWf956663jqKOOiiuuuCLGjh0bjz76aHzrW9/KavPss8/GhAkTEsc+99xzWdsXXHBBtYLjiMiEF9Sf6dOn16j93LlzM0tWRKyeTVyRtX8PWrduHddee221guOI6v8ebL755lnbG7tMCqvfSNp5553juOOOixtuuCEmTJgQf/7zn2OXXXbJanfDDTc0iBt/NnQvvPBC1rIrp556arWC44j6HQ87d+6c+Xr58uU1upEfADRlwmMAaMROPPHErDUq58+fH48//nidnW/dNYGHDBlS7WMnTpxYo4/wrr0ObU1nhn788cc1al8dO+64Y1x33XXxgx/8IGv/s88+m2i7bhg5dOjQap9n4sSJG1QfG+6dd97ZqPbrhooRq28OtnbwNWjQoGqvrbx8+fKYNGlStdquu3zNq6++Wq3jqsvMy9VvZA0ePDj+9re/xU477ZTZv3Tp0vjPf/5T4TF+bv+z7nhY078b9WXAgAFZ25X92wLApkZ4DACN2LbbbptZZmGN3//+9/HFF19sdN+fffZZYt+6s+zatWtX7f5qun5rp06dMl8vXbq02rPAioqKahwG1sQxxxyTtb32siFrrBt2Vzc0XLx4cYwdO3bDi2ODTJkyJSZPnlzt9k888UTW9u67755oszHPlccff7zanyDYZ599ErXV5kf91123fMWKFbXWd2PTsmXLOPLII7P2VfT8j4isdXsjNu2f27rjYXWfC2VlZTF69OganWtjfl/XnQ09cuTIGp0bAJoq4TEANHLnnXdeVji5aNGi+NnPfhaLFi3a4D4ffvjh+PGPf5zY3759+6ztadOmVau/9957L5566qka1bDuMg/jxo2r1nF33XVX1pICtW3t5TQikmFFxIb/nG6++eYoKSnZ8OLYYDfddFO12r3//vtZAX+LFi0Sy5lERHTo0CFru7q/A4sXL45bb721Wm0jVt+sco899shsL1myJK6//vpqH78+6wZ98+fPr7W+G6PqPP8jkmPApvxz29Dx8K9//Wul4Xx1z1WTZS/233//2GqrrTLb7777bjz00EM1Oj8ANEXCYwBo5Lbeeuu4+uqrs/a9/fbbcdxxx8WUKVNq1NeMGTPi5z//efzyl7+sMIDt27dv1vajjz663lBk5syZcc4559R4Lea99947a/uOO+5Y74zKsWPHxp133lntc4wePbrGa8Q+9thjWdu9evVKtFn353THHXest9+RI0fGfffdV6NaqD1jx46NBx54oMo2CxYsiAsuuCBr/dZvfvObiXWHIyIKCgpim222yWxPmjQp/v3vf1fZ/7Jly+IXv/hFzJ49u0a1n3XWWVnbDzzwQNx9993VPn7x4sWVvuGy7u93U/oo/7333hsLFiyodvuysrLErPOKnv8V7W9KP7eaWnc8vPvuu9d7U9Px48fHtddeW+NzbczPvXnz5vGzn/0sa99vfvOb+Ne//lXjOiq6ySoANFbCYwBoAg4++OA455xzsvZ9/PHH8e1vfzsuuuiieP311ysNb0tLS+OFF16Iiy66KA477LAYM2ZMpefp2rVr1kf0i4qK4oQTToi333470XbFihUxcuTIOPbYY2P27NmRn59f7ZuFRUTstddeWbPA5syZEz/60Y8qnLW2cOHCGDFiRPz0pz+N8vLyxKzPyjz99NNx+OGHxw9/+MN44IEHqpzltmDBgrjmmmvinnvuyezLy8tLfIw9IuKQQw7JmqH4xBNPxCWXXBILFy5MtJ07d25ccsklcckll0Q6nc5aroP6seb35be//W1ceeWVFc7anzBhQnzve9/L+v0rLCyM//f//l+l/R566KFZ2+ecc06MHj06K3yOiEin0zFhwoT47ne/Gy+99FJERI1+D/bee+/40Y9+lLXvmmuuiTPOOCPef//9Co8pLy+PiRMnxu9+97sYPHhwpW8C9ejRI7bccsvM9sSJE+O8886LF198MaZNmxazZs3K+q+mN7esrqVLlybOVZP/1v2ZR0TccsstMWTIkPj5z38eTz31VBQVFVV6/qlTp8YZZ5yRtSROt27dYq+99qqw/aBBg7LWPb777rvjxhtvjDfeeCOmT5+eVdvcuXM3/AfTCOy///7Rpk2bzPYbb7wRP/nJT2LOnDmJtgsXLoxrr702zjrrrFixYkWNx8M999wza/sPf/hD3HHHHfH222/HjBkzsn7uFf3OH3HEETF8+PDM9sqVK+OnP/1pnHfeeZU+lyJWv7EwadKkuOWWW+Kwww6Lk08+2Q33AGgymue6AACgdpx11lnRsWPHuOqqqzLrPJaXl8cjjzwSjzzySLRp0ya233776NSpU7Rp0yaKioriyy+/jOnTp0dpaWmiv4KCggrPc/7558cPf/jDTEg0bdq0+O53vxvbbrtt9OnTJ1q0aBFffvllvPvuu7F06dLMcZdeemncdtttWfuqkkql4pJLLonTTz89s++dd96Jww8/PHbaaafYaqutoqysLObMmRMffPBBZibbHnvsEQMHDozbb7+9WudJp9Px2muvxWuvvRYRqwPB3r17R2FhYbRq1SpKS0tj5syZMWXKlMRsuR//+Mex/fbbJ/rcdttt49hjj42///3vmX0jR46Mxx57LPr37x/dunWLFStWxMyZM+Ojjz7K3Ehw8803jwsuuCAuvPDCatVO7fjxj38c999/f8yZMyfuu++++Pvf/x677rprdO3aNZYuXRpTpkxJzAZu0aJF/P73v69w1vEaP/rRj+Lhhx/OfHR+yZIlccEFF8Qf/vCH6NevX7Rt2zYWLVoUH374YVaQdcQRR0Tz5s1rtE74+eefH59//nk8/fTTmX3jxo2LcePGRZcuXaJPnz5RWFgYK1eujPnz58fkyZOrvUTKSSedFL/97W8z20888URiBu4azz33XPTs2bPadVfXM888E88888wGH//6668nljSIWH1zwjFjxmTeNOvRo0dsvfXW0b59+2jZsmUsXrw4pk6dmlgDvlmzZnHllVdG8+YVv5zq2bNnHHzwwZmaV65cGbfddlvcdtttibY9evSI559/foO/t4auQ4cOceaZZ2bNJB43bly8+OKLsfPOO8eWW24Zq1atirlz58b777+fGWdbt24dv/3tb+MnP/lJtc81aNCg6NevXyboXbJkSaUzmPfYY4+4//77E/svv/zyKC4uzroZ6prf+U6dOkXfvn2jsLAw8vLyYsmSJTFv3ryYOnVqnS6XBAC5JDwGgCbk+9//fuy+++7xu9/9Ll599dWsx0pKSqp1I7mCgoL44Q9/mBXarm3gwIHx29/+Ni677LKs2cyffvppfPrpp4n2zZo1i4suuii+853vVBicVGXw4MFx/vnnZ734Ly8vj/fff7/CWWD77rtv3HTTTVmzg2uqqKgoXn/99SrbNG/ePM4888w4++yzK23zy1/+MubMmRMvvPBCZt+KFSvijTfeqLB9jx494k9/+lONPkZP7ejYsWPcddddccopp8ScOXNi5cqVlf47RawOtUaMGBFDhw6tst/27dvHn/70pzj11FPjq6++yuyfP39+pWt4H3HEEXH11VfHpZdeWqPvoVmzZnHjjTfGH//4x7j99tuznpvz5s2r0dqv6zruuOPi448/jgcffHCD+2gsZs+evd5lQzp06BB/+MMfEjdYW9cVV1wR8+bNi4kTJ9ZmiY3SaaedFp999ln885//zOwrKyuLd999N959991E+8LCwrjllltiiy22qPG5brzxxjj99NOrvbbyulq0aBE333xz3HnnnXHzzTdnhcILFiyICRMmVKuPVq1abdD5AaChsWwFADQxffr0ifvuuy8efPDBOOaYY6r1sd+WLVvGHnvsEVdccUW89NJLcf7551c4S2+NYcOGxQMPPJB1o6515efnxyGHHBIjR46ME044YYO+l4jVocOdd94ZO+20U6Vttttuu/j1r38dd955Z9bNA9fnV7/6VVxyySUxePDgai110bZt2zj66KNj9OjRVQbHEat/prfddlv88pe/jC5dulTabosttogzzjgjRo8eHb1796527dSuXr16xaOPPhonnHBCFBYWVtimZcuWcdhhh8VTTz0V3/jGN6rV70477RSPPvpoHHXUUdGiRYsK26RSqdh9993j//7v/+Laa6+ttN36pFKpOPvss2PMmDFx7LHHVvp9rNG6dev4xje+EX/84x+je/fuVfZ7+eWXZ57LAwYMiM022yzy8/M3qM6G4p577omzzz47BgwYUK3vpXv37nH66afHv/71rxgyZMh62xcWFsYDDzwQf/zjH+Ooo46KHXbYIQoLCzf437ex++1vfxsjRozIWgt8XZ06dYrjjz8+nnzyyRg0aNAGnWfLLbeMxx57LEaMGBGHHnpo9OrVK9q1a1fpLPGKpFKpOO200+K5556L008/PXr06LHeY9q0aRODBw+Oyy67LF566aXo37//BtUPAA1NKr3mc5IAQJM1ffr0+OSTT2Lu3LlRUlIS5eXl0b59++jQoUPWchMb4vPPP4+33nor5s2bF6tWrYpOnTpFly5dYuDAgTUKcqtjxowZMXHixPjqq68inU5Hly5dYvvtt68yWK6udDodM2bMiBkzZsTnn38eixcvjlWrVkXr1q0zS1n07t07WrZsWeO+V61aFZMmTYoPP/wwioqKIj8/Pzp37hxbbbVV7LLLLllro1L3Ro0aFRdffHFm++qrr45hw4ZltlesWBFvvvlmfP755/HVV19F69atM+vbbszvdHFxcbz55psxc+bMWLp0aXTo0CE233zz6NevX3Tr1m2jvqeKlJeXxwcffBDTpk2LhQsXxtKlS6N169bRqVOn2G677WKHHXbYZIPMda1cuTI++eST+Oyzz2LevHmZJT3atGkTXbp0iR122CG23nprz9VakE6nY/LkyfH+++/HggULolmzZtG5c+fo0aNH7LbbbjUKeevTzJkzY9KkSbFgwYIoLi6OVCoVbdq0ia5du8a2224b22yzTdZa9wDQVAiPAQDYpKwvPAYAAFazbAUAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAEBCKp1Op3NdBAAAAAAADYuZxwAAAAAAJAiPAQAAAABIEB4DAAAAAJAgPAYAAAAAIEF4DAAAAABAgvAYAAAAAIAE4TEAAAAAAAnCYwAAAAAAEoTHAAAAAAAkCI8BAAAAAEgQHgMAAAAAkCA8BgAAAAAgQXgMAAAAAECC8BgAAAAAgAThMQAAAAAACcJjAAAAAAAShMcAAAAAACQIjwEAAAAASBAeAwAAAACQ8P8BbJJrgle1eLsAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 411, "width": 711 } }, "output_type": "display_data" } ], "source": [ "ax = az.plot_forest(\n", " [\n", " result1.causal_impact,\n", " result2.causal_impact,\n", " result3.causal_impact,\n", " result_twfe.causal_impact,\n", " ],\n", " model_names=[\"Model 1\", \"Model 2\", \"Model 3\", \"Model 4 TWFE\"],\n", " combined=True,\n", " figsize=(7, 4),\n", " hdi_prob=0.94,\n", ")\n", "\n", "ax[0].set(\n", " title=\"Comparison of Causal Impact Estimates\",\n", " xlabel=\"Causal Impact Estimate\",\n", " ylabel=\"Model\",\n", " yticklabels=\"\",\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that Model 3 (which models the temporal trend) gives a more precise estimate of the causal effect than Model 2 (which simply pools the pre and post intervention data). \n", "\n", "In turn, Model 4 (the two-way fixed effects model) gives a more precise estimate than Model 3. This is because Model 3 assumes a linear trend - but looking at the data we can see that the final observation deviates a bit from a linear trend. The two-way fixed effects model can capture any time-based shocks that affect all units, which is not possible in the previous models. Though it does so at the cost of increased numbers of model parameters.\n", "\n", ":::{warning}\n", "The estimate from Model 1 should currently be considered as unreliable. This will be improved in the near future.\n", ":::" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", ":::{bibliography}\n", ":filter: docname in docnames\n", ":::" ] } ], "metadata": { "kernelspec": { "display_name": "CausalPy", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 4 }