Causality Analyzer
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@agentix-e/causality-analyzer-pipeline
CausalAnalysis
Class CausalAnalysis
Index
Constructors
constructor
Methods
analyze
estimate
identify
ingest
model
refute
Constructors
constructor
new
CausalAnalysis
()
:
CausalAnalysis
Returns
CausalAnalysis
Methods
analyze
analyze
()
:
|
{
estimand
:
IdentifiedEstimand
|
null
;
estimate
:
{
ate
:
number
;
se
:
number
}
|
null
;
refutations
:
RefutationResult
[]
;
}
|
null
Returns
|
{
estimand
:
IdentifiedEstimand
|
null
;
estimate
:
{
ate
:
number
;
se
:
number
}
|
null
;
refutations
:
RefutationResult
[]
;
}
|
null
estimate
estimate
(
estimand
?:
IdentifiedEstimand
|
null
,
)
:
{
ate
:
number
;
se
:
number
}
|
null
Parameters
Optional
estimand
:
IdentifiedEstimand
|
null
Returns
{
ate
:
number
;
se
:
number
}
|
null
identify
identify
()
:
IdentifiedEstimand
|
null
Returns
IdentifiedEstimand
|
null
ingest
ingest
(
data
:
number
[]
[]
,
columns
:
string
[]
,
treatment
:
string
,
outcome
:
string
,
)
:
this
Parameters
data
:
number
[]
[]
columns
:
string
[]
treatment
:
string
outcome
:
string
Returns
this
model
model
(
graph
:
CausalGraph
)
:
this
Parameters
graph
:
CausalGraph
Returns
this
refute
refute
(
ate
:
number
)
:
RefutationResult
[]
Parameters
ate
:
number
Returns
RefutationResult
[]
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Constructors
constructor
Methods
analyze
estimate
identify
ingest
model
refute
Causality Analyzer
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