#philscidon — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #philscidon, aggregated by home.social.
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If I were to say that the primary benefit of randomization (and possibly blinding) is that it makes simple statistical models match the true data generating process quite well, would that be a provocative statement? Or would that be obvious? Is there a good reference for this line of reasoning?
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If I were to say that the primary benefit of randomization (and possibly blinding) is that it makes simple statistical models match the true data generating process quite well, would that be a provocative statement? Or would that be obvious? Is there a good reference for this line of reasoning?
-
If I were to say that the primary benefit of randomization (and possibly blinding) is that it makes simple statistical models match the true data generating process quite well, would that be a provocative statement? Or would that be obvious? Is there a good reference for this line of reasoning?
-
If I were to say that the primary benefit of randomization (and possibly blinding) is that it makes simple statistical models match the true data generating process quite well, would that be a provocative statement? Or would that be obvious? Is there a good reference for this line of reasoning?
-
If I were to say that the primary benefit of randomization (and possibly blinding) is that it makes simple statistical models match the true data generating process quite well, would that be a provocative statement? Or would that be obvious? Is there a good reference for this line of reasoning?
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Critical Metascience:
2022 has been a bumper year for what I’d call “critical metascience” - work that takes a step back and offers a critical perspective in the field.
My Top 10 papers of 2022 in this area are, in alphabetical order… 🥁 🧵👉
#OpenScience
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#SociologyofScience
#ScienceofScience
#PhilosophyOfScience
#PhilSci
#PhilScidon1/12
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Critical Metascience:
2022 has been a bumper year for what I’d call “critical metascience” - work that takes a step back and offers a critical perspective in the field.
My Top 10 papers of 2022 in this area are, in alphabetical order… 🥁 🧵👉
#OpenScience
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#SociologyofScience
#ScienceofScience
#PhilosophyOfScience
#PhilSci
#PhilScidon1/12
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Critical Metascience:
2022 has been a bumper year for what I’d call “critical metascience” - work that takes a step back and offers a critical perspective in the field.
My Top 10 papers of 2022 in this area are, in alphabetical order… 🥁 🧵👉
#OpenScience
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#SociologyofScience
#ScienceofScience
#PhilosophyOfScience
#PhilSci
#PhilScidon1/12
-
Critical Metascience:
2022 has been a bumper year for what I’d call “critical metascience” - work that takes a step back and offers a critical perspective in the field.
My Top 10 papers of 2022 in this area are, in alphabetical order… 🥁 🧵👉
#OpenScience
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#SociologyofScience
#ScienceofScience
#PhilosophyOfScience
#PhilSci
#PhilScidon1/12
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Critical Metascience:
2022 has been a bumper year for what I’d call “critical metascience” - work that takes a step back and offers a critical perspective in the field.
My Top 10 papers of 2022 in this area are, in alphabetical order… 🥁 🧵👉
#OpenScience
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#SociologyofScience
#ScienceofScience
#PhilosophyOfScience
#PhilSci
#PhilScidon1/12
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For #FollowFriday, can I recommend some fairly new additions to our Mastodonian family:
@devezer theoretical metascientist
@itaiyanai co-host of the Night Science podcast
@orlamuldoon professor of social psychology
@qjep The Quarterly Journal of Experimental Psychology
#Metascience
#NightScience
#SocialPsychology
#Psychology
@socialpsych
#MetaResearch
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
#AcademicChatter
@academicchatter
#PolPsych
#PoliticalScience -
For #FollowFriday, can I recommend some fairly new additions to our Mastodonian family:
@devezer theoretical metascientist
@itaiyanai co-host of the Night Science podcast
@orlamuldoon professor of social psychology
@qjep The Quarterly Journal of Experimental Psychology
#Metascience
#NightScience
#SocialPsychology
#Psychology
@socialpsych
#MetaResearch
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
#AcademicChatter
@academicchatter
#PolPsych
#PoliticalScience -
For #FollowFriday, can I recommend some fairly new additions to our Mastodonian family:
@devezer theoretical metascientist
@itaiyanai co-host of the Night Science podcast
@orlamuldoon professor of social psychology
@qjep The Quarterly Journal of Experimental Psychology
#Metascience
#NightScience
#SocialPsychology
#Psychology
@socialpsych
#MetaResearch
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
#AcademicChatter
@academicchatter
#PolPsych
#PoliticalScience -
For #FollowFriday, can I recommend some fairly new additions to our Mastodonian family:
@devezer theoretical metascientist
@itaiyanai co-host of the Night Science podcast
@orlamuldoon professor of social psychology
@qjep The Quarterly Journal of Experimental Psychology
#Metascience
#NightScience
#SocialPsychology
#Psychology
@socialpsych
#MetaResearch
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
#AcademicChatter
@academicchatter
#PolPsych
#PoliticalScience -
For #FollowFriday, can I recommend some fairly new additions to our Mastodonian family:
@devezer theoretical metascientist
@itaiyanai co-host of the Night Science podcast
@orlamuldoon professor of social psychology
@qjep The Quarterly Journal of Experimental Psychology
#Metascience
#NightScience
#SocialPsychology
#Psychology
@socialpsych
#MetaResearch
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
#AcademicChatter
@academicchatter
#PolPsych
#PoliticalScience -
Can we kill theories?
Social psychology consists of “a vast graveyard of undead theories” (Ferguson & Heene, 2012).
“No experimental result can ever kill a theory" (Lakatos, 1976).
#PhilosophyOfScience
#PhilSci
#PhilScidon
#SocialPsychology
@socialpsych -
Can we kill theories?
Social psychology consists of “a vast graveyard of undead theories” (Ferguson & Heene, 2012).
“No experimental result can ever kill a theory" (Lakatos, 1976).
#PhilosophyOfScience
#PhilSci
#PhilScidon
#SocialPsychology
@socialpsych -
Can we kill theories?
Social psychology consists of “a vast graveyard of undead theories” (Ferguson & Heene, 2012).
“No experimental result can ever kill a theory" (Lakatos, 1976).
#PhilosophyOfScience
#PhilSci
#PhilScidon
#SocialPsychology
@socialpsych -
Can we kill theories?
Social psychology consists of “a vast graveyard of undead theories” (Ferguson & Heene, 2012).
“No experimental result can ever kill a theory" (Lakatos, 1976).
#PhilosophyOfScience
#PhilSci
#PhilScidon
#SocialPsychology
@socialpsych -
Can we kill theories?
Social psychology consists of “a vast graveyard of undead theories” (Ferguson & Heene, 2012).
“No experimental result can ever kill a theory" (Lakatos, 1976).
#PhilosophyOfScience
#PhilSci
#PhilScidon
#SocialPsychology
@socialpsych -
How interested are scientists in the truth?
Mizrahi (2021) analysed the text of scientific papers and found that “scientists use the terms ‘knowledge’ and ‘understanding’ significantly more often than the term ‘truth’ when they talk about the aims or goals of scientific research in their published works."
#PhilosophyOfScience
#PhilSci
#PhilScidon
#MetaScience
#MetaResearch
#SociologyofScience
#ScienceofScience -
How interested are scientists in the truth?
Mizrahi (2021) analysed the text of scientific papers and found that “scientists use the terms ‘knowledge’ and ‘understanding’ significantly more often than the term ‘truth’ when they talk about the aims or goals of scientific research in their published works."
#PhilosophyOfScience
#PhilSci
#PhilScidon
#MetaScience
#MetaResearch
#SociologyofScience
#ScienceofScience -
How interested are scientists in the truth?
Mizrahi (2021) analysed the text of scientific papers and found that “scientists use the terms ‘knowledge’ and ‘understanding’ significantly more often than the term ‘truth’ when they talk about the aims or goals of scientific research in their published works."
#PhilosophyOfScience
#PhilSci
#PhilScidon
#MetaScience
#MetaResearch
#SociologyofScience
#ScienceofScience -
How interested are scientists in the truth?
Mizrahi (2021) analysed the text of scientific papers and found that “scientists use the terms ‘knowledge’ and ‘understanding’ significantly more often than the term ‘truth’ when they talk about the aims or goals of scientific research in their published works."
#PhilosophyOfScience
#PhilSci
#PhilScidon
#MetaScience
#MetaResearch
#SociologyofScience
#ScienceofScience -
How interested are scientists in the truth?
Mizrahi (2021) analysed the text of scientific papers and found that “scientists use the terms ‘knowledge’ and ‘understanding’ significantly more often than the term ‘truth’ when they talk about the aims or goals of scientific research in their published works."
#PhilosophyOfScience
#PhilSci
#PhilScidon
#MetaScience
#MetaResearch
#SociologyofScience
#ScienceofScience -
Replicability and Theory:
“Our results suggest that many of the practices that have been proposed as a means to improve the replicability of psychological research—such as open data and methods…preregistration and Registered Reports…and basing conclusions on Bayesian inference…or p < .005 rather than p < .05…—do indeed improve confidence in replicability among our sample.”
Continued 🙂 🧵👉
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
Replicability and Theory:
“Our results suggest that many of the practices that have been proposed as a means to improve the replicability of psychological research—such as open data and methods…preregistration and Registered Reports…and basing conclusions on Bayesian inference…or p < .005 rather than p < .05…—do indeed improve confidence in replicability among our sample.”
Continued 🙂 🧵👉
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
Replicability and Theory:
“Our results suggest that many of the practices that have been proposed as a means to improve the replicability of psychological research—such as open data and methods…preregistration and Registered Reports…and basing conclusions on Bayesian inference…or p < .005 rather than p < .05…—do indeed improve confidence in replicability among our sample.”
Continued 🙂 🧵👉
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
Replicability and Theory:
“Our results suggest that many of the practices that have been proposed as a means to improve the replicability of psychological research—such as open data and methods…preregistration and Registered Reports…and basing conclusions on Bayesian inference…or p < .005 rather than p < .05…—do indeed improve confidence in replicability among our sample.”
Continued 🙂 🧵👉
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
Replicability and Theory:
“Our results suggest that many of the practices that have been proposed as a means to improve the replicability of psychological research—such as open data and methods…preregistration and Registered Reports…and basing conclusions on Bayesian inference…or p < .005 rather than p < .05…—do indeed improve confidence in replicability among our sample.”
Continued 🙂 🧵👉
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
@MarkRubin This is massively simplistic. Hypotheses include the criteria for delineating phenomena in need of explanation, satisfaction criteria for success, disciplinary standards and practices, and taxonomies of subjects under investigation. IMO.
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
@MarkRubin This is massively simplistic. Hypotheses include the criteria for delineating phenomena in need of explanation, satisfaction criteria for success, disciplinary standards and practices, and taxonomies of subjects under investigation. IMO.
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
@MarkRubin This is massively simplistic. Hypotheses include the criteria for delineating phenomena in need of explanation, satisfaction criteria for success, disciplinary standards and practices, and taxonomies of subjects under investigation. IMO.
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
@MarkRubin This is massively simplistic. Hypotheses include the criteria for delineating phenomena in need of explanation, satisfaction criteria for success, disciplinary standards and practices, and taxonomies of subjects under investigation. IMO.
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
@MarkRubin This is massively simplistic. Hypotheses include the criteria for delineating phenomena in need of explanation, satisfaction criteria for success, disciplinary standards and practices, and taxonomies of subjects under investigation. IMO.
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
What’s a hypothesis?
“A hypothesis is not simply a guess about the result of an experiment. It is a proposed explanation that can predict the outcome of an experiment. A hypothesis has two components: (1) an explanation and (2) a prediction. A prediction simply isn’t useful on its own.” (Haroz, 2014)
Blog post: http://steveharoz.com/blog/2014/mysterious-origins-of-hypotheses-in-visualization-and-chi/
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
What’s a hypothesis?
“A hypothesis is not simply a guess about the result of an experiment. It is a proposed explanation that can predict the outcome of an experiment. A hypothesis has two components: (1) an explanation and (2) a prediction. A prediction simply isn’t useful on its own.” (Haroz, 2014)
Blog post: http://steveharoz.com/blog/2014/mysterious-origins-of-hypotheses-in-visualization-and-chi/
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
What’s a hypothesis?
“A hypothesis is not simply a guess about the result of an experiment. It is a proposed explanation that can predict the outcome of an experiment. A hypothesis has two components: (1) an explanation and (2) a prediction. A prediction simply isn’t useful on its own.” (Haroz, 2014)
Blog post: http://steveharoz.com/blog/2014/mysterious-origins-of-hypotheses-in-visualization-and-chi/
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
What’s a hypothesis?
“A hypothesis is not simply a guess about the result of an experiment. It is a proposed explanation that can predict the outcome of an experiment. A hypothesis has two components: (1) an explanation and (2) a prediction. A prediction simply isn’t useful on its own.” (Haroz, 2014)
Blog post: http://steveharoz.com/blog/2014/mysterious-origins-of-hypotheses-in-visualization-and-chi/
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
What’s a hypothesis?
“A hypothesis is not simply a guess about the result of an experiment. It is a proposed explanation that can predict the outcome of an experiment. A hypothesis has two components: (1) an explanation and (2) a prediction. A prediction simply isn’t useful on its own.” (Haroz, 2014)
Blog post: http://steveharoz.com/blog/2014/mysterious-origins-of-hypotheses-in-visualization-and-chi/
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon -
A “quietist” response to the replication crisis:
“The quietist approach proposes that we should just accept that it is in the nature of science that we get things wrong, and that this is particularly true with sciences in early stages of development.”
Bird (2021). Understanding the replication crisis as a base rate fallacy.
🔒 https://doi.org/10.1093/bjps/axy051
🔓 https://kclpure.kcl.ac.uk/portal/files/95454096/Replication_base_rate_fallacy_REV2.pdf
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy -
A “quietist” response to the replication crisis:
“The quietist approach proposes that we should just accept that it is in the nature of science that we get things wrong, and that this is particularly true with sciences in early stages of development.”
Bird (2021). Understanding the replication crisis as a base rate fallacy.
🔒 https://doi.org/10.1093/bjps/axy051
🔓 https://kclpure.kcl.ac.uk/portal/files/95454096/Replication_base_rate_fallacy_REV2.pdf
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy -
A “quietist” response to the replication crisis:
“The quietist approach proposes that we should just accept that it is in the nature of science that we get things wrong, and that this is particularly true with sciences in early stages of development.”
Bird (2021). Understanding the replication crisis as a base rate fallacy.
🔒 https://doi.org/10.1093/bjps/axy051
🔓 https://kclpure.kcl.ac.uk/portal/files/95454096/Replication_base_rate_fallacy_REV2.pdf
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy -
A “quietist” response to the replication crisis:
“The quietist approach proposes that we should just accept that it is in the nature of science that we get things wrong, and that this is particularly true with sciences in early stages of development.”
Bird (2021). Understanding the replication crisis as a base rate fallacy.
🔒 https://doi.org/10.1093/bjps/axy051
🔓 https://kclpure.kcl.ac.uk/portal/files/95454096/Replication_base_rate_fallacy_REV2.pdf
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy -
A “quietist” response to the replication crisis:
“The quietist approach proposes that we should just accept that it is in the nature of science that we get things wrong, and that this is particularly true with sciences in early stages of development.”
Bird (2021). Understanding the replication crisis as a base rate fallacy.
🔒 https://doi.org/10.1093/bjps/axy051
🔓 https://kclpure.kcl.ac.uk/portal/files/95454096/Replication_base_rate_fallacy_REV2.pdf
#MetaScience
#MetaResearch
#PsychMethods
#ReplicationCrisis
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy -
Crypto-positivism:
“A central dimension of our argument is that many of the tenets of positivism are so embedded within Western culture, academia, and the world of education in particular that they are often invisible to researchers and those who consume their research.”
Kincheloe and Tobin (2015): https://doi.org/10.1163/9789463000765_003
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy
#Positivism -
Crypto-positivism:
“A central dimension of our argument is that many of the tenets of positivism are so embedded within Western culture, academia, and the world of education in particular that they are often invisible to researchers and those who consume their research.”
Kincheloe and Tobin (2015): https://doi.org/10.1163/9789463000765_003
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy
#Positivism -
Crypto-positivism:
“A central dimension of our argument is that many of the tenets of positivism are so embedded within Western culture, academia, and the world of education in particular that they are often invisible to researchers and those who consume their research.”
Kincheloe and Tobin (2015): https://doi.org/10.1163/9789463000765_003
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy
#Positivism -
Crypto-positivism:
“A central dimension of our argument is that many of the tenets of positivism are so embedded within Western culture, academia, and the world of education in particular that they are often invisible to researchers and those who consume their research.”
Kincheloe and Tobin (2015): https://doi.org/10.1163/9789463000765_003
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy
#Positivism -
Crypto-positivism:
“A central dimension of our argument is that many of the tenets of positivism are so embedded within Western culture, academia, and the world of education in particular that they are often invisible to researchers and those who consume their research.”
Kincheloe and Tobin (2015): https://doi.org/10.1163/9789463000765_003
#PhilosophyOfScience
#PhilSci
#PhilScidon
@philosophy
#Positivism -
Philosophy-free science?
"There is no such thing as philosophy-free science, just science that has been conducted without any consideration of its underlying philosophical assumptions."
(Dennett, 2014, p. 20, https://www.google.co.uk/books/edition/Intuition_Pumps_And_Other_Tools_for_Thin/9SduAwAAQBAJ?hl=en&gbpv=0)
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Philosophy-free science?
"There is no such thing as philosophy-free science, just science that has been conducted without any consideration of its underlying philosophical assumptions."
(Dennett, 2014, p. 20, https://www.google.co.uk/books/edition/Intuition_Pumps_And_Other_Tools_for_Thin/9SduAwAAQBAJ?hl=en&gbpv=0)
-
Philosophy-free science?
"There is no such thing as philosophy-free science, just science that has been conducted without any consideration of its underlying philosophical assumptions."
(Dennett, 2014, p. 20, https://www.google.co.uk/books/edition/Intuition_Pumps_And_Other_Tools_for_Thin/9SduAwAAQBAJ?hl=en&gbpv=0)
-
Philosophy-free science?
"There is no such thing as philosophy-free science, just science that has been conducted without any consideration of its underlying philosophical assumptions."
(Dennett, 2014, p. 20, https://www.google.co.uk/books/edition/Intuition_Pumps_And_Other_Tools_for_Thin/9SduAwAAQBAJ?hl=en&gbpv=0)
-
Philosophy-free science?
"There is no such thing as philosophy-free science, just science that has been conducted without any consideration of its underlying philosophical assumptions."
(Dennett, 2014, p. 20, https://www.google.co.uk/books/edition/Intuition_Pumps_And_Other_Tools_for_Thin/9SduAwAAQBAJ?hl=en&gbpv=0)
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“Do predictions, and what kind of predictions, justify belief in the truth of scientific theories?”
Brilliant new PhD thesis by Pekka Syrjänen considers “the epistemic role of prediction in science,” provides a clear, easy-to-follow discussion of the issues in this area, and develops a new “predictive virtues approach.”
PhD thesis: https://helda.helsinki.fi/bitstream/handle/10138/350314/Syrj%C3%A4nen_Pekka_dissertation_2022.pdf
Six quotes follows 👉 /1
-
“Do predictions, and what kind of predictions, justify belief in the truth of scientific theories?”
Brilliant new PhD thesis by Pekka Syrjänen considers “the epistemic role of prediction in science,” provides a clear, easy-to-follow discussion of the issues in this area, and develops a new “predictive virtues approach.”
PhD thesis: https://helda.helsinki.fi/bitstream/handle/10138/350314/Syrj%C3%A4nen_Pekka_dissertation_2022.pdf
Six quotes follows 👉 /1
-
“Do predictions, and what kind of predictions, justify belief in the truth of scientific theories?”
Brilliant new PhD thesis by Pekka Syrjänen considers “the epistemic role of prediction in science,” provides a clear, easy-to-follow discussion of the issues in this area, and develops a new “predictive virtues approach.”
PhD thesis: https://helda.helsinki.fi/bitstream/handle/10138/350314/Syrj%C3%A4nen_Pekka_dissertation_2022.pdf
Six quotes follows 👉 /1
-
“Do predictions, and what kind of predictions, justify belief in the truth of scientific theories?”
Brilliant new PhD thesis by Pekka Syrjänen considers “the epistemic role of prediction in science,” provides a clear, easy-to-follow discussion of the issues in this area, and develops a new “predictive virtues approach.”
PhD thesis: https://helda.helsinki.fi/bitstream/handle/10138/350314/Syrj%C3%A4nen_Pekka_dissertation_2022.pdf
Six quotes follows 👉 /1
-
“Do predictions, and what kind of predictions, justify belief in the truth of scientific theories?”
Brilliant new PhD thesis by Pekka Syrjänen considers “the epistemic role of prediction in science,” provides a clear, easy-to-follow discussion of the issues in this area, and develops a new “predictive virtues approach.”
PhD thesis: https://helda.helsinki.fi/bitstream/handle/10138/350314/Syrj%C3%A4nen_Pekka_dissertation_2022.pdf
Six quotes follows 👉 /1