question stringlengths 738 2.22k | answer stringlengths 8 12 | info stringlengths 891 369k |
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DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11
Observed: 1, 2, 3, 6, 7, 8, 9, 11
Latent: 0, 4, 5, 10
Edges: 0->1, 0->2, 0->11, 1->3, 1->4, 1->7, 1->11, 2->3, 2->7, 2->11, 3->8, 3->10, 3->11, 4->5, 4->6, 4->9, 5->9, 5->10, 7->9, 7->10, 9->10
Adjacency:
Node 0 (latent): parents=[],... | ATE=-0.0165 | {"problem_type": "backdoor_standard", "identification_methods": ["backdoor"], "true_ATE": -0.016499, "true_LATE": null, "minimal_set": [2], "iv_instrument": null, "X": 1, "Y": 9, "nodes": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11], "edges": [[0, 1], [0, 2], [0, 11], [1, 3], [1, 4], [1, 7], [1, 11], [2, 3], [2, 7], [2, 11],... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
Observed: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9
Latent: 10
Edges: 0->1, 0->6, 1->2, 1->7, 1->8, 2->3, 2->4, 2->8, 2->9, 3->4, 3->7, 3->8, 3->9, 4->5, 4->6, 5->8, 5->9, 6->9, 7->8, 7->9, 8->9, 10->1, 10->5
Adjacency:
Node 0 (observed): parents=[],... | ATE=-0.0016 | {"problem_type": "frontdoor", "identification_methods": ["frontdoor"], "true_ATE": -0.0016, "true_LATE": null, "minimal_set": [4], "iv_instrument": null, "X": 1, "Y": 5, "nodes": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "edges": [[0, 1], [0, 6], [1, 2], [1, 7], [1, 8], [2, 3], [2, 4], [2, 8], [2, 9], [3, 4], [3, 7], [3, 8],... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
Observed: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15
Latent: 16
Edges: 0->3, 0->4, 0->5, 0->6, 0->7, 0->8, 0->10, 0->11, 0->14, 1->3, 1->4, 1->7, 1->8, 2->5, 2->7, 2->8, 2->9, 2->13, 2->14, 3->7, 3->9, 3->1... | LATE=0.0552 | {"problem_type": "iv", "identification_methods": ["iv"], "true_ATE": null, "true_LATE": 0.055155, "minimal_set": [15], "iv_instrument": 15, "X": 2, "Y": 13, "nodes": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "edges": [[0, 3], [0, 4], [0, 5], [0, 6], [0, 7], [0, 8], [0, 10], [0, 11], [0, 14], [1, 3], [... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9
Observed: 0, 1, 2, 3, 4, 5, 6, 7, 8
Latent: 9
Edges: 0->1, 0->3, 0->6, 0->8, 1->2, 1->4, 1->7, 2->4, 2->5, 2->6, 2->7, 2->8, 3->6, 3->7, 3->8, 4->7, 5->6, 5->8, 9->1, 9->8
Adjacency:
Node 0 (observed): parents=[], children=[1, 3, 6, 8]
Nod... | ATE=0.0512 | {"problem_type": "frontdoor", "identification_methods": ["frontdoor"], "true_ATE": 0.051166, "true_LATE": null, "minimal_set": [2], "iv_instrument": null, "X": 1, "Y": 8, "nodes": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "edges": [[0, 1], [0, 3], [0, 6], [0, 8], [1, 2], [1, 4], [1, 7], [2, 4], [2, 5], [2, 6], [2, 7], [2, 8], [3... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7
Observed: 0, 1, 2, 3, 4, 5, 6
Latent: 7
Edges: 0->6, 1->2, 1->5, 2->3, 2->6, 3->6, 4->6, 5->6, 7->1, 7->6
Adjacency:
Node 0 (observed): parents=[], children=[6]
Node 1 (observed): parents=[7], children=[2, 5]
Node 2 (observed): parents=[1], ch... | ATE=0.0022 | {"problem_type": "frontdoor", "identification_methods": ["frontdoor"], "true_ATE": 0.002155, "true_LATE": null, "minimal_set": [2, 5], "iv_instrument": null, "X": 1, "Y": 6, "nodes": [0, 1, 2, 3, 4, 5, 6, 7], "edges": [[0, 6], [1, 2], [1, 5], [2, 3], [2, 6], [3, 6], [4, 6], [5, 6], [7, 1], [7, 6]], "observed_nodes": [0... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6
Observed: 0, 1, 3, 4, 5, 6
Latent: 2
Edges: 0->1, 0->6, 1->2, 1->4, 1->5, 2->3, 2->4, 3->5, 3->6, 4->6, 5->6
Adjacency:
Node 0 (observed): parents=[], children=[1, 6]
Node 1 (observed): parents=[0], children=[2, 4, 5]
Node 2 (latent): parents=[1]... | ATE=-0.2017 | {"problem_type": "backdoor_standard", "identification_methods": ["backdoor"], "true_ATE": -0.201745, "true_LATE": null, "minimal_set": [1, 4], "iv_instrument": null, "X": 3, "Y": 6, "nodes": [0, 1, 2, 3, 4, 5, 6], "edges": [[0, 1], [0, 6], [1, 2], [1, 4], [1, 5], [2, 3], [2, 4], [3, 5], [3, 6], [4, 6], [5, 6]], "observ... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
Observed: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15
Latent: 16
Edges: 0->1, 0->2, 0->5, 0->6, 0->10, 0->12, 1->2, 1->3, 1->6, 1->7, 1->9, 1->11, 1->12, 1->13, 1->14, 2->3, 2->10, 2->12, 2->14, 3->4, 3->5, ... | LATE=-0.01 | {"problem_type": "iv", "identification_methods": ["iv"], "true_ATE": null, "true_LATE": -0.009997, "minimal_set": [15], "iv_instrument": 15, "X": 3, "Y": 10, "nodes": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "edges": [[0, 1], [0, 2], [0, 5], [0, 6], [0, 10], [0, 12], [1, 2], [1, 3], [1, 6], [1, 7], [... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14
Observed: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13
Latent: 14
Edges: 0->1, 0->4, 0->8, 0->9, 0->10, 0->12, 1->7, 2->3, 3->9, 4->5, 4->7, 4->8, 4->11, 5->8, 5->10, 7->8, 7->9, 8->11, 8->12, 8->13, 10->11, 10->13, 11->12, ... | ATE=0.0314 | {"problem_type": "frontdoor", "identification_methods": ["frontdoor"], "true_ATE": 0.031433, "true_LATE": null, "minimal_set": [4, 8, 10], "iv_instrument": null, "X": 0, "Y": 11, "nodes": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14], "edges": [[0, 1], [0, 4], [0, 8], [0, 9], [0, 10], [0, 12], [1, 7], [2, 3], [3, ... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7
Observed: 0, 1, 2, 3, 4, 5, 6
Latent: 7
Edges: 0->1, 1->5, 2->4, 2->6, 4->6, 5->6, 7->0, 7->5
Adjacency:
Node 0 (observed): parents=[7], children=[1]
Node 1 (observed): parents=[0], children=[5]
Node 2 (observed): parents=[], children=[4, 6]
... | ATE=-0.0426 | {"problem_type": "frontdoor", "identification_methods": ["frontdoor"], "true_ATE": -0.042584, "true_LATE": null, "minimal_set": [1], "iv_instrument": null, "X": 0, "Y": 5, "nodes": [0, 1, 2, 3, 4, 5, 6, 7], "edges": [[0, 1], [1, 5], [2, 4], [2, 6], [4, 6], [5, 6], [7, 0], [7, 5]], "observed_nodes": [0, 1, 2, 3, 4, 5, 6... |
DAG INFORMATION
───────────────
Nodes: 0, 1, 2, 3, 4, 5, 6, 7, 8
Observed: 0, 1, 2, 3, 4, 5, 6, 7
Latent: 8
Edges: 0->7, 1->2, 2->4, 2->5, 2->7, 3->6, 4->5, 4->7, 5->6, 6->7, 8->2, 8->6
Adjacency:
Node 0 (observed): parents=[], children=[7]
Node 1 (observed): parents=[], children=[2]
Node 2 (observed): p... | ATE=-0.0159 | {"problem_type": "frontdoor", "identification_methods": ["frontdoor"], "true_ATE": -0.015891, "true_LATE": null, "minimal_set": [5], "iv_instrument": null, "X": 2, "Y": 6, "nodes": [0, 1, 2, 3, 4, 5, 6, 7, 8], "edges": [[0, 7], [1, 2], [2, 4], [2, 5], [2, 7], [3, 6], [4, 5], [4, 7], [5, 6], [6, 7], [8, 2], [8, 6]], "ob... |
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