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- Uncomfortable_science abstract "Uncomfortable science is the term coined by statistician John Tukey for cases in which there is a need to draw an inference from a limited sample of data, where further samples influenced by the same cause system will not be available. More specifically, it involves the analysis of a finite natural phenomenon for which it is difficult to overcome the problem of using a common sample of data for both exploratory data analysis and confirmatory data analysis. This leads to the danger of systematic bias through testing hypotheses suggested by the data.A typical example is Bode's law, which provides a simple numerical rule for the distances of the planets in the solar system from the Sun. Once the rule has been derived, through the trial and error matching of various rules with the observed data (exploratory data analysis), there are not enough planets remaining for a rigorous and independent test of the hypothesis (confirmatory data analysis). We have exhausted the natural phenomena. The agreement between data and the numerical rule should be no surprise, as we have deliberately chosen the rule to match the data. If we are concerned about what Bode's law tells us about the cause system of planetary distribution then we demand confirmation that will not be available until better information about other planetary systems becomes available.".
- Uncomfortable_science wikiPageID "416598".
- Uncomfortable_science wikiPageLength "2593".
- Uncomfortable_science wikiPageOutDegree "27".
- Uncomfortable_science wikiPageRevisionID "679387836".
- Uncomfortable_science wikiPageWikiLink Category:Philosophy_of_science.
- Uncomfortable_science wikiPageWikiLink Category:Statistical_inference.
- Uncomfortable_science wikiPageWikiLink Causality.
- Uncomfortable_science wikiPageWikiLink Cause_system.
- Uncomfortable_science wikiPageWikiLink Confirmatory_data_analysis.
- Uncomfortable_science wikiPageWikiLink Cosmic_variance.
- Uncomfortable_science wikiPageWikiLink Data.
- Uncomfortable_science wikiPageWikiLink Data_mining.
- Uncomfortable_science wikiPageWikiLink Exploratory_data_analysis.
- Uncomfortable_science wikiPageWikiLink Hypothesis.
- Uncomfortable_science wikiPageWikiLink John_Tukey.
- Uncomfortable_science wikiPageWikiLink Observational_error.
- Uncomfortable_science wikiPageWikiLink P._Diaconis.
- Uncomfortable_science wikiPageWikiLink Persi_Diaconis.
- Uncomfortable_science wikiPageWikiLink Phenomenon.
- Uncomfortable_science wikiPageWikiLink Planet.
- Uncomfortable_science wikiPageWikiLink Sampling_(statistics).
- Uncomfortable_science wikiPageWikiLink Solar_System.
- Uncomfortable_science wikiPageWikiLink Solar_system.
- Uncomfortable_science wikiPageWikiLink Statistical_hypothesis_testing.
- Uncomfortable_science wikiPageWikiLink Statistical_inference.
- Uncomfortable_science wikiPageWikiLink Statistician.
- Uncomfortable_science wikiPageWikiLink Sun.
- Uncomfortable_science wikiPageWikiLink Systematic_bias.
- Uncomfortable_science wikiPageWikiLink Testing_hypotheses_suggested_by_the_data.
- Uncomfortable_science wikiPageWikiLink Titius-Bode_law.
- Uncomfortable_science wikiPageWikiLink Titius–Bode_law.
- Uncomfortable_science wikiPageWikiLink Trial_and_error.
- Uncomfortable_science wikiPageWikiLinkText "Uncomfortable science".
- Uncomfortable_science wikiPageWikiLinkText "uncomfortable science".
- Uncomfortable_science hasPhotoCollection Uncomfortable_science.
- Uncomfortable_science wikiPageUsesTemplate Template:Cite_book.
- Uncomfortable_science wikiPageUsesTemplate Template:Reflist.
- Uncomfortable_science subject Category:Philosophy_of_science.
- Uncomfortable_science subject Category:Statistical_inference.
- Uncomfortable_science hypernym Term.
- Uncomfortable_science comment "Uncomfortable science is the term coined by statistician John Tukey for cases in which there is a need to draw an inference from a limited sample of data, where further samples influenced by the same cause system will not be available. More specifically, it involves the analysis of a finite natural phenomenon for which it is difficult to overcome the problem of using a common sample of data for both exploratory data analysis and confirmatory data analysis.".
- Uncomfortable_science label "Uncomfortable science".
- Uncomfortable_science sameAs m.025t3v.
- Uncomfortable_science sameAs Q7882866.
- Uncomfortable_science sameAs Q7882866.
- Uncomfortable_science wasDerivedFrom Uncomfortable_science?oldid=679387836.
- Uncomfortable_science isPrimaryTopicOf Uncomfortable_science.