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January 25, 2019 03:28
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "%matplotlib inline" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "from dowhy.do_why import CausalModel\n", | |
| "import dowhy.datasets\n", | |
| "import dowhy.api.causal_data_frame\n", | |
| "import pandas as pd" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "data = dowhy.datasets.linear_dataset(beta=10,\n", | |
| " num_common_causes=5,\n", | |
| " num_instruments = 2,\n", | |
| " num_samples=1000,\n", | |
| " treatment_is_binary=True)\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:root:Using backdoor.linear_regression for estimation.\n", | |
| "INFO:dowhy.causal_identifier:Common causes of treatment and outcome:{'X4', 'X2', 'X0', 'X3', 'Z1', 'U', 'Z0', 'X1'}\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Error: Pygraphviz cannot be loaded. No module named 'pygraphviz'\n", | |
| "Trying pydot ...\n", | |
| "['X4', 'X2', 'X0', 'X3', 'Z1', 'U', 'Z0', 'X1']\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "no\n", | |
| "{'label': '\"Unobserved Confounders\"', 'observed': 'no'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "Model to find the causal effect of treatment v on outcome y\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'label': '\"Unobserved Confounders\"', 'observed': 'no'}\n", | |
| "There are unobserved common causes. Causal effect cannot be identified.\n", | |
| "WARN: Do you want to continue by ignoring these unobserved confounders? [y/n] yes\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_identifier:Instrumental variables for treatment and outcome:['Z0', 'Z1']\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
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| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
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| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| { | |
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| "LinearRegressionEstimator\n", | |
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| "LinearRegressionEstimator\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
| { | |
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| ] | |
| }, | |
| { | |
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| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
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| ] | |
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| { | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
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| ] | |
| }, | |
| { | |
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| "text": [ | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
| { | |
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| ] | |
| }, | |
| { | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
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| { | |
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| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n" | |
| ] | |
| }, | |
| { | |
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| ] | |
| }, | |
| { | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
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| ] | |
| }, | |
| { | |
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| "text": [ | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
| { | |
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| ] | |
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| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
| { | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "text": [ | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n" | |
| ] | |
| }, | |
| { | |
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| ] | |
| }, | |
| { | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
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| ] | |
| }, | |
| { | |
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| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
| { | |
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| ] | |
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| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
| { | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "text": [ | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
| { | |
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| ] | |
| }, | |
| { | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
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| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
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| "LinearRegressionEstimator\n", | |
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| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n", | |
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| "LinearRegressionEstimator\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "LinearRegressionEstimator\n", | |
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| ] | |
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| { | |
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| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| ] | |
| }, | |
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| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
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| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "data['df'].causal.plot(x='v', y='y', dot_graph=data['dot_graph'], kind='bar')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "data['df'].causal.mean(x='v', y='y', common_causes=['X0', 'X1', 'X2', 'X3', 'X4'])" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "metadata": { | |
| "scrolled": true | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_identifier:Common causes of treatment and outcome:{'X4', 'X2', 'X0', 'X3', 'Z1', 'U', 'Z0', 'X1'}\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Error: Pygraphviz cannot be loaded. No module named 'pygraphviz'\n", | |
| "Trying pydot ...\n", | |
| "['X4', 'X2', 'X0', 'X3', 'Z1', 'U', 'Z0', 'X1']\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "no\n", | |
| "{'label': '\"Unobserved Confounders\"', 'observed': 'no'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "yes\n", | |
| "{'observed': 'yes'}\n", | |
| "Model to find the causal effect of treatment v on outcome y\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'observed': 'yes'}\n", | |
| "{'label': '\"Unobserved Confounders\"', 'observed': 'no'}\n", | |
| "There are unobserved common causes. Causal effect cannot be identified.\n", | |
| "WARN: Do you want to continue by ignoring these unobserved confounders? [y/n] yes\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_identifier:Instrumental variables for treatment and outcome:['Z0', 'Z1']\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "model= CausalModel(\n", | |
| " data=data[\"df\"],\n", | |
| " treatment=data[\"treatment_name\"],\n", | |
| " outcome=data[\"outcome_name\"],\n", | |
| " graph=data[\"dot_graph\"])\n", | |
| "\n", | |
| "identified_estimand = model.identify_effect()\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n", | |
| "INFO:dowhy.causal_estimator:INFO: Using Linear Regression Estimator\n", | |
| "INFO:dowhy.causal_estimator:b: y~v+X4+X2+X0+X3+Z1+Z0+X1\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "LinearRegressionEstimator\n", | |
| "LinearRegressionEstimator\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/latex": [ | |
| "$$9.999999999999996$$" | |
| ], | |
| "text/plain": [ | |
| "9.999999999999996" | |
| ] | |
| }, | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "model.do(1., \n", | |
| " identified_estimand=identified_estimand,\n", | |
| " method_name=\"backdoor.linear_regression\") - \\\n", | |
| "model.do(0., \n", | |
| " identified_estimand=identified_estimand,\n", | |
| " method_name=\"backdoor.linear_regression\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "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": "3.6.7" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 2 | |
| } |
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