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Austere Realism and the Worldly Assumptions of Inferential Statistics 严肃的现实主义和推论统计的世俗假设
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.1.193024
J. D. Trout
Inferential statistical tests-such as analysis of variance, t-tests, chi-square and Wilcoxin signed ranks-now constitute a principal class of methods for the testing of scientific hypotheses. In this paper I will consider the role of one statistical concept (statistical power) and two statistical principles or assumptions (homogeneity of variance and the independence of random error), in the reliable application of selected statistical methods. I defend a tacit but widely-deployed naturalistic principle of explanation (E): Philosophers should not treat as inexplicable or basic those correlational facts that scientists themselves do not treat as irreducible. In light of (E), I contend that the conformity of epistemically reliable statistical tests to these concepts and assumptions entails at least the following modest or austere realist commitment: (C) The populations under study have a stable theoretical or unobserved structure that metaphysically grounds the observed values; the objects therefore have a fixed value independent of our efforts to measure them. (C) provides the best explanation for the correlation between the joint use of statistical assumptions and statistical tests, on the one hand, and methodological success on the other.
推论统计检验——如方差分析、t检验、卡方检验和威尔考辛符号秩——现在构成了检验科学假设的主要方法。在本文中,我将考虑一个统计概念(统计功率)和两个统计原则或假设(方差的同质性和随机误差的独立性)在选择统计方法的可靠应用中的作用。我为一个心照不宣但被广泛运用的自然主义解释原则(E)辩护:哲学家不应该把那些科学家自己也不认为不可约的相关事实视为不可解释的或基本的。根据(E),我认为,认识论上可靠的统计检验与这些概念和假设的一致性至少需要以下适度或严格的现实主义承诺:(C)所研究的人口具有稳定的理论或未观察到的结构,这种结构在形而上学上为观察到的值奠定了基础;因此,这些物体有一个固定的值,与我们测量它们的努力无关。(C)为联合使用统计假设和统计检验与方法论成功之间的相关性提供了最好的解释。
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引用次数: 0
Explanation v. Prediction: Which Carries More Weight? 解释v.预测:哪个更有分量?
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.2.192926
P. Achinstein
Do predictions of novel facts provide stronger evidence for a theory than explanations of old ones? Sometimes yes, sometimes no. Which obtains has nothing to do with whether the evidence is predicted or explained, but only with the selection procedure used to generate the evidence. This is demonstrated by reference to a series of hypothetical drug cases and to Heinrich Hertz's 1883 cathode ray experiments.
对新事实的预测是否比对旧事实的解释提供了更有力的证据?有时是,有时不是。这与证据是否被预测或解释无关,而只与用来产生证据的选择程序有关。这可以通过一系列假设的药物案例和海因里希·赫兹1883年的阴极射线实验来证明。
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引用次数: 25
Ecological Explanation and the Population-Growth Thesis 生态解释与人口增长理论
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.1.193009
K. Shrader-Frechette
Many ecologists have dismissed alleged ecological laws as tautological or trivial. This essay investigates the epistemological status of one prominent such "law," the population-growth thesis, and argues for 4 claims: (1) Once interpreted, the thesis cannot be denied the status of empirical law on the grounds that it is always and everywhere untestable. (2) Contrary to Peters' (1991) claim, some interpretations of the thesis have significant heuristic power. (3) One can use the reasoning of Brandon (1990), Lloyd (1987), and Sober (1984) to show that some interpretations of the thesis are not a priori. (4) Even if the thesis is a priori, it has explanatory power as a "schematic law."
许多生态学家认为所谓的生态法则是同义反复或微不足道的。本文调查了一个突出的“规律”的认识论地位,即人口增长理论,并提出了4个主张:(1)一旦被解释,这个理论就不能否认经验法则的地位,理由是它总是和无处不在是不可检验的。(2)与Peters(1991)的说法相反,对论文的一些解释具有显著的启发式力量。(3)我们可以用Brandon(1990)、Lloyd(1987)和Sober(1984)的推理来说明对这一论题的一些解释并非先验的。(4)即使命题是先验的,它作为“图式法则”也具有解释力。
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引用次数: 3
The Bohmian Model of Quantum Cosmology 量子宇宙学的波西米亚模型
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.1.193027
C. Callender, Robert Weingard
A realist causal model of quantum cosmology (QC) is developed. By applying the de Broglie-Bohm interpretation of quantum mechanics to QC, we resolve the notorious 'problem of time' in QC, and derive exact equations of motion for cosmological dynamical variables. Due to this success, it is argued that if the situation in QC is used as a yardstick by which other interpretations are measured, the de Broglie-Bohm theory seems uniquely fit as an interpretation of quantum mechanics.
建立了量子宇宙学的现实因果模型。通过将量子力学的德布罗意-玻姆解释应用于量子力学,我们解决了量子力学中臭名昭著的“时间问题”,并推导出了宇宙动力学变量的精确运动方程。由于这一成功,有人认为,如果用QC中的情况作为衡量其他解释的尺度,那么德布罗意-玻姆理论似乎是唯一适合作为量子力学解释的理论。
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引用次数: 17
Toward a Realistic Assessment of PKU Screening 对PKU筛查的现实评估
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.2.192942
D. Paul
Newborn screening for the genetic disease phenylketonuria (PKU) is generally considered the greatest success story of applied human genetics. Even those generally skeptical of the value of genetic testing often comment enthusiastically on this program. In fact, PKU screening has been plagued with serious problems since its inception in the early 1960s. This essay describes some of these difficulties and asks what lessons they hold for other screening programs. It also argues that realism in our assessment of such programs requires that we pay greater attention to the concrete experience of families. How screening should work in theory is of less importance than how it does work in practice.
新生儿筛查遗传疾病苯丙酮尿症(PKU)通常被认为是应用人类遗传学最成功的故事。即使是那些对基因检测的价值持怀疑态度的人也经常对这个项目发表热情的评论。事实上,自20世纪60年代初开始,北京大学筛查就一直困扰着严重的问题。本文描述了其中的一些困难,并提出了它们对其他筛选项目的启示。它还认为,在评估此类项目时,现实主义要求我们更多地关注家庭的具体经验。筛选在理论上应该如何发挥作用,不如它在实践中如何发挥作用重要。
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引用次数: 5
Experiment, Speculation and Law: Faraday's Analysis of Arago's Wheel 实验、推测与定律:法拉第对阿拉戈车轮的分析
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.1.193034
F. Steinle
Faraday's view of the mutual relation of speculative theories and laws of nature implies that there should be a procedure, leading from speculative considerations to a system of facts and laws in which theories do no longer play any role. In order to make out the degree in which Faraday's claims correspond to his practice, the way in which he gains an explanation of Arago's effect is analyzed. The thesis is proposed that he indeed has a procedure of leaving theories aside. It is intimately connected with certain methodological guidelines of his experimentation.
法拉第关于思辨理论和自然规律的相互关系的观点意味着,应该有一个程序,把思辨的考虑引向一个事实和规律的系统,在这个系统中,理论不再起任何作用。为了弄清楚法拉第的主张在多大程度上符合他的实践,我们分析了他获得阿拉戈效应解释的方式。有人提出,他确实有一个把理论放在一边的程序。这与他的实验的某些方法论指导方针密切相关。
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引用次数: 13
Multivariate Models of Scientific Change 科学变化的多元模型
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.2.192938
M. Solomon
Social scientists regularly make use of multivariate models to describe complex social phenomena. It is argued that this approach is useful for modelling the variety of cognitive and social factors contributing to scientific change, and superior to the integrated models of scientific change currently available. It is also argued that care needs to be taken in drawing normative conclusions: cognitive factors are not instrinsically more "rational" than social factors, nor is it likely that social factors, by some "invisible hand of reason," generally work to produce scientific success. A multivariate model of the biasing factors within a scientific community at particular times is developed. This model, which is an example of work in social epistemology, yields normative conclusions.
社会科学家经常使用多元模型来描述复杂的社会现象。本文认为,这种方法有助于对各种促成科学变化的认知和社会因素进行建模,并且优于目前可用的科学变化综合模型。也有人认为,在得出规范性结论时需要谨慎:认知因素在本质上并不比社会因素更“理性”,社会因素通过某种“看不见的理性之手”通常也不太可能产生科学上的成功。一个多变量模型的偏倚因素在一个科学团体在特定的时间被开发。这个模型是社会认识论工作的一个例子,得出了规范性的结论。
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引用次数: 8
Convergence in Radical Probabilism 激进概率的收敛性
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.2.192945
B. Skyrms
It is shown how martingale convergence theorems apply to coherent belief change in radical probabilist epistemology.
证明了鞅收敛定理如何应用于激进概率认识论中的相干信念变化。
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引用次数: 2
Scientific Classics and Their Fates 科学经典及其命运
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.2.192936
E. Mcmullin
If classics of science were to be defined as works that mark scientific revolutions, in the sense of sharp shifts in research tradition, then none of the three works discussed in our symposium quite qualifies. I briefly indicate the fate of each. While impressed by his argument, I express some reservations about Lennox's claim to have dissolved the "problem of demonstration" for Aristotle's De Partibus Animalium. I question Finocchiaro's challenging assertion that in structuring the Dialogo as he did, Galileo "operated within the restrictions" laid on him. Finally, I argue that the legacy of Newton's Opticks was in crucial respects a divided one for the generations that followed.
如果科学经典被定义为标志着科学革命的作品,从研究传统的急剧转变的意义上说,那么我们在研讨会上讨论的三部作品都不符合这个标准。我简要地说明了每个人的命运。虽然他的论点给我留下了深刻的印象,但我对伦诺克斯声称已经解决了亚里士多德的《动物论》的“论证问题”表示了一些保留意见。我对Finocchiaro提出的具有挑战性的主张提出质疑,即伽利略在构建《对话录》的过程中,“在限制范围内运作”。最后,我认为牛顿光学理论的遗产在关键方面对后代人来说是有分歧的。
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引用次数: 2
On the Nature of Bayesian Convergence 论贝叶斯收敛的性质
Pub Date : 1994-01-01 DOI: 10.1086/psaprocbienmeetp.1994.1.193029
James Hawthorne
The objectivity of Bayesian induction relies on the ability of evidence to produce a convergence to agreement among agents who initially disagree about the plausibilities of hypotheses. I will describe three sorts of Bayesian convergence. The first reduces the objectivity of inductions about simple "occurrent events" to the objectivity of posterior probabilities for theoretical hypotheses. The second reveals that evidence will generally induce converge to agreement among agents on the posterior probabilities of theories only if the convergence is 0 or 1. The third establishes conditions under which evidence will very probably compel posterior probabilities of theories to converge to 0 or 1.
贝叶斯归纳法的客观性依赖于证据的能力,即在最初对假设的合理性持不同意见的主体之间产生趋同的一致意见。我将描述三种贝叶斯收敛。第一种方法将关于简单“发生事件”的归纳的客观性降低为理论假设的后验概率的客观性。第二个揭示了只有当收敛为0或1时,证据通常才会导致agent之间在理论的后验概率上趋于一致。第三种方法建立了一些条件,在这些条件下,证据很可能迫使理论的后验概率收敛于0或1。
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引用次数: 23
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PSA: Proceedings of the Biennial Meeting of the Philosophy of Science Association
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