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Cross Validated
Carlos Cinelli's user avatar
Carlos Cinelli's user avatar
Carlos Cinelli's user avatar
Carlos Cinelli
  • Member for 9 years, 4 months
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143 Answers

Score Activity Newest
80 votes

The Book of Why by Judea Pearl: Why is he bashing statistics?

43 votes
Accepted

Does statistical independence mean lack of causation?

35 votes

Confounder - definition

33 votes

Introduction to causal analysis

30 votes

Does causation imply correlation?

30 votes
Accepted

Difference between rungs two and three in the Ladder of Causation

28 votes
Accepted

Which Theories of Causality Should I know?

21 votes
Accepted

Causal effect by back-door and front-door adjustments

21 votes

Is a regression causal if there are no omitted variables?

20 votes

do(x) operator meaning?

19 votes

Statistics and causal inference?

15 votes

Unconfoundedness in Rubin's Causal Model- Layman's explanation

15 votes

Can an instrumental variable equation be written as a directed acyclic graph (DAG)?

12 votes
Accepted

Problems in Causality from Judea Pearl Book

12 votes

Correlation, regression and causal modeling

11 votes

Omitted variable bias: which predictors do I need to include, and why?

11 votes
Accepted

Is causal inference only from data possible?

10 votes
Accepted

How is causation defined mathematically?

10 votes
Accepted

In causal inference in statistics, how do you interpret the consistency assumption in mathematical terms?

10 votes
Accepted

High $R^2$ squared and high $p$-value for simple linear regression

10 votes
Accepted

Simulating data - correlation vs causation

10 votes
Accepted

Is there a mathematical definition of non-collapsibility?

9 votes
Accepted

Is the linearity assumption in linear regression merely a definition of $\epsilon$?

9 votes
Accepted

Does this relation hold?

9 votes
Accepted

How to test if multiple regression coefficients are not statistically different?

9 votes

Mathematical definition of causality

9 votes
Accepted

The Book of Why, Table 8.1, Counterfactuals example

9 votes

Causality: Structural Causal Model and DAG

9 votes
Accepted

Bad Controls and Omitted Variables

9 votes
Accepted

Do-Calculus for Causal Diagram 7.5 from "The Book of Why" (napkin problem)

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