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• W2161055006 abstract "Over the last decade, a normative framework for making causal inferences, Bayesian Probabilistic Causal Networks, has come to dominate psychological studies of inference based on causal relationships. The following causal networks-[X→Y→Z, X←Y→Z, X→Y←Z]-supply answers for questions like, Suppose both X and Y occur, what is the probability Z occurs? or Suppose you intervene and make Y occur, what is the probability Z occurs? In this review, we provide a tutorial for how normatively to calculate these inferences. Then, we systematically detail the results of behavioral studies comparing human qualitative and quantitative judgments to the normative calculations for many network structures and for several types of inferences on those networks. Overall, when the normative calculations imply that an inference should increase, judgments usually go up; when calculations imply a decrease, judgments usually go down. However, 2 systematic deviations appear. First, people's inferences violate the Markov assumption. For example, when inferring Z from the structure X→Y→Z, people think that X is relevant even when Y completely mediates the relationship between X and Z. Second, even when people's inferences are directionally consistent with the normative calculations, they are often not as sensitive to the parameters and the structure of the network as they should be. We conclude with a discussion of productive directions for future research." @default.
• W2161055006 created "2016-06-24" @default.
• W2161055006 creator A5083068244 @default.
• W2161055006 creator A5088553678 @default.
• W2161055006 date "2014-01-01" @default.
• W2161055006 modified "2023-09-30" @default.
• W2161055006 title "Reasoning about causal relationships: Inferences on causal networks." @default.
• W2161055006 cites W144693162 @default.
• W2161055006 cites W1485062803 @default.
• W2161055006 cites W1485320181 @default.
• W2161055006 cites W1500458205 @default.
• W2161055006 cites W1506948338 @default.
• W2161055006 cites W1511739467 @default.
• W2161055006 cites W1524326598 @default.
• W2161055006 cites W1535030269 @default.
• W2161055006 cites W156186968 @default.
• W2161055006 cites W1563490700 @default.
• W2161055006 cites W1572000287 @default.
• W2161055006 cites W1593300441 @default.
• W2161055006 cites W1593793857 @default.
• W2161055006 cites W1597739853 @default.
• W2161055006 cites W1600059215 @default.
• W2161055006 cites W1601046340 @default.
• W2161055006 cites W1678352782 @default.
• W2161055006 cites W1755360231 @default.
• W2161055006 cites W1767411471 @default.
• W2161055006 cites W1844796497 @default.
• W2161055006 cites W1965831205 @default.
• W2161055006 cites W197602000 @default.
• W2161055006 cites W1980064715 @default.
• W2161055006 cites W1981753740 @default.
• W2161055006 cites W1981758406 @default.
• W2161055006 cites W1983315389 @default.
• W2161055006 cites W1985061620 @default.
• W2161055006 cites W198610517 @default.
• W2161055006 cites W1986791396 @default.
• W2161055006 cites W1993325457 @default.
• W2161055006 cites W1994189920 @default.
• W2161055006 cites W1994904988 @default.
• W2161055006 cites W1995822062 @default.
• W2161055006 cites W1999264010 @default.
• W2161055006 cites W2000020549 @default.
• W2161055006 cites W2000940857 @default.
• W2161055006 cites W2001422634 @default.
• W2161055006 cites W2003045494 @default.
• W2161055006 cites W2004089650 @default.
• W2161055006 cites W2007033824 @default.
• W2161055006 cites W2009645782 @default.
• W2161055006 cites W2012876991 @default.
• W2161055006 cites W2016377072 @default.
• W2161055006 cites W2017470614 @default.
• W2161055006 cites W2019648400 @default.
• W2161055006 cites W2020986602 @default.
• W2161055006 cites W2022874214 @default.
• W2161055006 cites W2025218202 @default.
• W2161055006 cites W2028236523 @default.
• W2161055006 cites W2032112214 @default.
• W2161055006 cites W2035042722 @default.
• W2161055006 cites W2036230099 @default.
• W2161055006 cites W2038353186 @default.
• W2161055006 cites W2038726047 @default.
• W2161055006 cites W2041186114 @default.
• W2161055006 cites W2041765120 @default.
• W2161055006 cites W2046411892 @default.
• W2161055006 cites W2047669279 @default.
• W2161055006 cites W2049047769 @default.
• W2161055006 cites W2049313067 @default.
• W2161055006 cites W2049738347 @default.
• W2161055006 cites W2055279983 @default.
• W2161055006 cites W2055904739 @default.
• W2161055006 cites W2057636008 @default.
• W2161055006 cites W2058917262 @default.
• W2161055006 cites W2066080845 @default.
• W2161055006 cites W2069623197 @default.
• W2161055006 cites W2072789600 @default.
• W2161055006 cites W2077763860 @default.
• W2161055006 cites W2079243331 @default.
• W2161055006 cites W2081194851 @default.
• W2161055006 cites W2081625202 @default.
• W2161055006 cites W2081975686 @default.
• W2161055006 cites W2082529210 @default.
• W2161055006 cites W2087318706 @default.
• W2161055006 cites W2088744066 @default.
• W2161055006 cites W2092919341 @default.
• W2161055006 cites W2093584691 @default.
• W2161055006 cites W2099734055 @default.
• W2161055006 cites W2102630578 @default.
• W2161055006 cites W2103278175 @default.
• W2161055006 cites W2105473609 @default.
• W2161055006 cites W2106145030 @default.
• W2161055006 cites W2107402663 @default.
• W2161055006 cites W2108021204 @default.
• W2161055006 cites W2108032050 @default.
• W2161055006 cites W2110597679 @default.
• W2161055006 cites W2115281393 @default.
• W2161055006 cites W2119394710 @default.
• W2161055006 cites W2119991646 @default.
• W2161055006 cites W2121317703 @default.

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