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Statistical Models in Clinical Studies [PDF]

open access: yes, 2021
Although statistical models serve as the foundation of data analysis in clinical studies, their interpretation requires sufficient understanding of the underlying statistical framework.
Le-Rademacher, Jennifer   +2 more
core   +1 more source

Financial Market Information with Modern Statistical Models [PDF]

open access: yes, 2021
Modelle und Daten sind die beiden grundlegenden Elemente in den meisten Finanzmarktstudien. Viele Arbeiten konzentrieren sich auf die Verbesserung von Modellen zur besseren Annäherung an wahre Marktmechanismen, dabei konzentriert sich ein wichtiger Teil ...
Hu, Junjie
core   +1 more source

GDP Forecasting: Machine Learning, Linear or Autoregression?

open access: yesFrontiers in Artificial Intelligence, 2021
This paper compares the predictive power of different models to forecast the real U.S. GDP. Using quarterly data from 1976 to 2020, we find that the machine learning K-Nearest Neighbour (KNN) model captures the self-predictive ability of the U.S. GDP and
Giovanni Maccarrone   +3 more
doaj   +1 more source

Improving risk prediction model quality in the critically ill: data linkage study

open access: yesHealth and Social Care Delivery Research, 2022
Background: A previous National Institute for Health and Care Research study [Harrison DA, Ferrando-Vivas P, Shahin J, Rowan KM. Ensuring comparisons of health-care providers are fair: development and validation of risk prediction models for critically ...
Paloma Ferrando-Vivas   +17 more
doaj   +1 more source

Some Statistical Properties of Models of Transitory Earnings

open access: yesActa Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 2021
The fact that most of the financial ratios are mean-reverting, is well known. Due to the importance of earnings forecast accuracy, relevant scientific literature in this area concentrates on transitory earnings.
Miroslava Vlčková, Tomáš Buus
doaj   +1 more source

An evolution of statistical pipe failure models for drinking water networks: a targeted review [PDF]

open access: yes, 2022
The use of statistical models to predict pipe failures has become an important tool for proactive management of drinking water networks. This targeted review provides an overview of the evolution of existing statistical models, grouped into three ...
Barton, N.A., Hallett, S.H., Tran, T.H.
core   +1 more source

Aircraft Damage Classification by using Machine Learning Methods

open access: yesInternational Journal of Aviation, Aeronautics, and Aerospace, 2023
Safety is the most significant factor that affected incidents (non-fatal) and accidents (fatal) in civil aviation history related to scheduled flights. In the history of scheduled flights, the total incident and accident number until 2022 is 1988.
Tüzün Tolga İnan
doaj   +1 more source

Statistical models of renewable energy intermittency [PDF]

open access: yesE3S Web of Conferences, 2020
One of the big mitigating factors of intermittency is the smoothing effect of geographical distribution of variable renewable energy (VRE ) plants on the aggregate power output of VRE generation on a utility network.
Rakhmonov I U, Reymov K M
doaj   +1 more source

Minimize the sum of the error boxes in the multi-linear regression model using the genetic algorithm [PDF]

open access: yesمجلة التربية والعلم, 2018
Regression models are regarded as the most important ones used in statistical models in defining the relation among variables through the available data which can be applied to various sciences .
Hamsa Mohammed
doaj   +1 more source

Mapping clinical outcomes to generic preference-based outcome measures: development and comparison of methods

open access: yesHealth Technology Assessment, 2020
Background: Cost-effectiveness analysis using quality-adjusted life-years as the measure of health benefit is commonly used to aid decision-makers. Clinical studies often do not include preference-based measures that allow the calculation of quality ...
Mónica Hernández Alava   +4 more
doaj   +1 more source

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