Výsledky vyhledávání - Probability Theory and Statistical Modeling

Probability theory and statistical inference : econometric modeling with observational data Autor Spanos, Aris

“…This major textbook is intended for students taking introductory courses in Probability Theory and Statistical Inference…”
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Probability theory and statistical inference: econometric modeling with observational data Autor Spanos, Aris

“…This major textbook from a distinguished econometrician is intended for students taking introductory courses in probability theory and statistical inference…”
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Probability Theory and Statistical Inference: Econometric Modeling with Observational Data Autor Spanos, Aris

“…This major textbook from a distinguished econometrician is intended for students taking introductory courses in probability theory and statistical inference…”
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Computational and Statistical Innovations in Structural Failure Analysis: Sprain Energy Theory and Fishnet Probability Modeling Autor Xu, Houlin

“…Ensuring structural safety at a target failure probability below 10-6 remains a key challenge in modern engineering…”
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A Statistical Method for Empirical Testing of Competing Theories Autor Imai, Kosuke, Tingley, Dustin

“… of multiple statistical models under consideration. Researchers can then estimate the probability that a specific observation is consistent with each rival theory…”
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Statistical modeling of joint probability distribution using copula: Application to peak and permanent displacement seismic demands Autor Goda, K.

“… tool for modeling and simulating nonlinearly-interrelated data. In this study, an introduction as well as illustrative application of the copula theory is given in the context of structural reliability…”
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Bayesian modeling using WinBUGS Autor Ntzoufras, Ioannis

“…A hands-on introduction to the principles of Bayesian modeling using WinBUGS Bayesian Modeling Using WinBUGS provides an easily accessible introduction to the use of WinBUGS programming techniques…”
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An information-theoretic approach to the modeling and analysis of whole-genome bisulfite sequencing data Autor Jenkinson, Garrett, Abante, Jordi, Feinberg, Andrew P., Goutsias, John

“… Statistical modeling and analysis is employed to computationally extract and quantify information from these profiles in an effort to identify regions of the genome that demonstrate crucial…”
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Mixed Skewness Probability Modeling and Extreme Value Predicting for Physical System Input/Output Based on Full Bayesian Generalized Maximum-Likelihood Estimation Autor Zhang, Xiaonan, Ding, Youliang, Zhao, Hanwei, Yi, Letian, Guo, Tong, Li, Aiqun, Zou, Yang

“…Dynamic parameterization of the statistical characteristics of structural systems' measured input and output data is an important task for the digital twin modeling and intelligent risk assessment…”
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Probability theory and statistical inference: econometric modeling with observational data Autor Spanos, Aris

“…This major new textbook is intended for students taking introductory courses in Probability Theory and Statistical Inference…”
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Bayesian structural equation modeling: a more flexible representation of substantive theory Autor Muthén, Bengt, Asparouhov, Tihomir

“…This article proposes a new approach to factor analysis and structural equation modeling using Bayesian analysis…”
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Toward Sustainable Water Infrastructure: The State‐Of‐The‐Art for Modeling the Failure Probability of Water Pipes Autor Taiwo, Ridwan, Ben Seghier, Mohamed El Amine, Zayed, Tarek

“…) by providing (a) a bibliometric analysis of existing scholarly literature, (b) a systematic review of the techniques used in modeling the failure probability of water pipes…”
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Advances in statistical modeling of spatial extremes Autor Huser, Raphaël, Wadsworth, Jennifer L.

“…The classical modeling of spatial extremes relies on asymptotic models (i.e., max‐stable or r‐Pareto processes) for block maxima or peaks over high thresholds, respectively…”
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Unsupervised Generative Modeling Using Matrix Product States Autor Han, Zhao-Yu, Wang, Jun, Fan, Heng, Wang, Lei, Zhang, Pan

“…Generative modeling, which learns joint probability distribution from data and generates samples according to it, is an important task in machine learning and artificial intelligence…”
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Understanding Probability Models Autor Bouza-Herrera, Carlos Narciso

“…"This book intends to highlight how the Theory of Probability supports, not only statistical modeling but how it allows describing different real life phenomena…”
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Linking statistical and hydrodynamic modeling for compound flood hazard assessment in tidal channels and estuaries Autor Moftakhari, Hamed, Schubert, Jochen E., AghaKouchak, Amir, Matthew, Richard A., Sanders, Brett F.

“…•Compound flood hazard levels computed for tidal channels or estuaries.•Bivariate statistical and hydrodynamic modeling is linked…”
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Features of the assessment of occupational risks under hazardous working conditions Autor Golinko, V. I, Zabelina, V. A

“… Theoretical studies are based on the use of the basic provisions of probability theory, methods of mathematical modeling, statistical processing of indicators of occupational morbidity and methods…”
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Nonparametric Bayes Modeling of Populations of Networks Autor Durante, Daniele, Dunson, David B., Vogelstein, Joshua T.

“… are collected for each patient under study, motivating statistical models which can flexibly characterize…”
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A theory of states and traits--revised Autor Steyer, Rolf, Mayer, Axel, Geiser, Christian, Cole, David A

“… States and traits are defined in terms of probability theory. This allows for a seamless transition from theory to statistical modeling of empirical data…”
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Probability state modeling theory Autor Bagwell, C. Bruce, Hunsberger, Benjamin C., Herbert, Donald J., Munson, Mark E., Hill, Beth L., Bray, Chris M., Preffer, Frederic I.

“… Probability state modeling (PSM) is a technique that addresses both of these issues. The theory and important algorithms associated with PSM are presented along with simple examples and general strategies for autonomous analyses…”
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