The Connection between Bayesian Inference and Information Theory for Model Selection, Information Gain and Experimental Design

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Bayesian inference for the information gain model

One of the most popular paradigms to use for studying human reasoning involves the Wason card selection task. In this task, the participant is presented with four cards and a conditional rule (e.g., "If there is an A on one side of the card, there is always a 2 on the other side"). Participants are asked which cards should be turned to verify whether or not the rule holds. In this simple task, ...

متن کامل

Computational Information Gain and Inference

A definition of computational information gain is presented based on Levin descriptional complexity. The measure is applicable to different inference processes, either deductive or inductive, and evaluates the relative value of new inference results.

متن کامل

Information Gain from Inference

An argument is made for a double implicational associative information frame, 〈S, , , →, ←〉 being a relevant structure insofar as the specification of the information gain from inference (IGfI) is concerned. A strong informational pluralism is adopted throughout. The rejection of the structural rules K, K′, W, WI, C and CI is justified on the basis of the identification, frequency, and order ...

متن کامل

Design and Explanation of Measuring Model for the Impacts of Information Communication Technology on Sustainable Development

This study seeks to recognize the impact of ICT development and its role in improving sustainable development indices for Iran. The role of sustainable development and ICT in various fields has been initially undertaken. Then, validated models of ICT impacts were introduced. Subsequently, the related studies in these areas were reviewed and analyzed. Next, the ICT impacts on the main dimensions...

متن کامل

uses and gratification theory in connection with knowledge and information science: a proposed conceptual model

this paper was aimed at clarifying the links between uses and gratification theory (ugt) and knowledge and information science in both traditional and modern contexts. uses and gratification conceptual model were also proposed both for library and information centers, and for interactive information retrieval systems. review and analysis of published resources were used as the methodology of th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Entropy

سال: 2019

ISSN: 1099-4300

DOI: 10.3390/e21111081