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We develop a method to estimate producers' productivity beliefs when output quantities and input prices are unobservable, and we use it to evaluate the market for science. Our model of researchers' labor supply shows how their willingness…

综合经济学 · 经济学 2025-10-30 Fabio Bertolotti , Kyle Myers , Wei Yang Tham

Contemporary scientific research is a distributed, collaborative endeavor, carried out by teams of researchers, regulatory institutions, funding agencies, commercial partners, and scientific bodies, all interacting with each other and…

统计方法学 · 统计学 2024-02-09 Stephen Bates , Michael I. Jordan , Michael Sklar , Jake A. Soloff

In the context of scientific policy and science management, this study examines the system of nonuniform wage distribution for researchers. A nonlinear mathematical model of optimal remuneration for scientific workers has been developed,…

计量经济学 · 经济学 2025-02-25 Eldar Knar

Scientific research funding is allocated largely through a system of soliciting and ranking competitive grant proposals. In these competitions, the proposals themselves are not the deliverables that the funder seeks, but instead are used by…

物理与社会 · 物理学 2019-01-04 Kevin Gross , Carl T. Bergstrom

We go into the need for, and the requirements on, a formal theory of budgets. We present a simple algebraic theory of rational budgets, i.e., budgets in which amounts of money are specified by functions on the rational numbers. This theory…

计算机科学中的逻辑 · 计算机科学 2008-02-26 Jan A. Bergstra , Sanne Nolst Trenité , Mark B. van der Zwaag

Evidence shows that in a significant number of cases the current methods of research do not allow for reproducible and falsifiable procedures of scientific investigation. As a consequence, the majority of critical decisions at all levels,…

计算金融 · 定量金融 2018-09-20 Jorge Faleiro

Scientific hypotheses typically concern specific aspects of complex, imperfectly understood or entirely unknown mechanisms, such as the effect of gene expression levels on phenotypes or how microbial communities influence environmental…

统计方法学 · 统计学 2025-03-05 Elisabeth Ailer , Niclas Dern , Jason Hartford , Niki Kilbertus

Generative diffusion models showed high success in many fields with a powerful theoretical background. They convert the data distribution to noise and remove the noise back to obtain a similar distribution. Many existing reviews focused on…

机器学习 · 计算机科学 2024-09-19 Melike Nur Yeğin , Mehmet Fatih Amasyalı

The research on conditional planning rejects the assumptions that there is no uncertainty or incompleteness of knowledge with respect to the state and changes of the system the plans operate on. Without these assumptions the sequences of…

人工智能 · 计算机科学 2011-05-30 J. Rintanen

We consider the scheduling problem on $n$ strategic unrelated machines when no payments are allowed, under the objective of minimizing the makespan. We adopt the model introduced in [Koutsoupias, Theory Comput. Syst. (2014)] where a machine…

计算机科学与博弈论 · 计算机科学 2018-12-05 Yiannis Giannakopoulos , Elias Koutsoupias , Maria Kyropoulou

This position paper argues that decisions on processes, tools, techniques and software artifacts (such as user manuals, unit tests, design documents and code) for scientific software development should be driven by science, not by personal…

软件工程 · 计算机科学 2021-12-24 Spencer Smith , Jacques Carette

A clinical study is often necessary for exploring important research questions; however, this approach is sometimes time and money consuming. Another extreme approach, which is to collect and aggregate opinions from crowds, provides a…

人机交互 · 计算机科学 2022-05-17 Shoko Wakamiya , Toshiki Mera , Eiji Aramaki , Masaki Matsubara , Atsuyuki Morishima

Information theory is a practical and theoretical framework developed for the study of communication over noisy channels. Its probabilistic basis and capacity to relate statistical structure to function make it ideally suited for studying…

神经元与认知 · 定量生物学 2015-01-09 Robin A. A. Ince , Simon R. Schultz , Stefano Panzeri

In this study, we consider research and development investment by the government. Our study is motivated by the bias in the budget allocation owing to the competitive funding system. In our model, each researcher presents research plans and…

综合经济学 · 经济学 2019-08-26 Ryosuke Ishii , Kuninori Nakagawa

Pursuing a scientific idea is often justified by the promise associated with it. Philosophers of science have proposed a variety of approaches to such promise, including more specific indicators. Economic models in particular emphasise the…

物理学史与哲学 · 物理学 2025-05-13 Patrick M. Duerr , Enno Fischer

Decision theories offer principled methods for making choices under various types of uncertainty. Algorithms that implement these theories have been successfully applied to a wide range of real-world problems, including materials and drug…

机器学习 · 计算机科学 2026-05-26 Agustinus Kristiadi

Context: This work is part of a research project whose ultimate goal is to systematize theory building in qualitative research in the field of software engineering. The proposed methodology involves four phases: conceptualization,…

软件工程 · 计算机科学 2024-12-04 Jorge Pérez , Jessica Díaz , Ángel González-Prieto , Sergio Gil-Borrás

We revisit the problem of designing strategyproof mechanisms for allocating divisible items among two agents who have linear utilities, where payments are disallowed and there is no prior information on the agents' preferences. The…

计算机科学与博弈论 · 计算机科学 2017-04-13 Yun Kuen Cheung

The design of research grants has been hypothesized to be a useful tool for influencing researchers and their science. We test this by conducting two thought experiments in a nationally representative survey of academic researchers. First,…

综合经济学 · 经济学 2023-12-12 Kyle Myers , Wei Yang Tham

Optimizing a function without using derivatives is a challenging paradigm, that precludes from using classical algorithms from nonlinear optimization, and may thus seem intractable other than by using heuristics. Nevertheless, the field of…

最优化与控制 · 数学 2025-06-06 K. J. Dzahini , F. Rinaldi , C. W. Royer , D. Zeffiro
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