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statistical modeling » statistical modelling (Expand Search), statistical sampling (Expand Search)
statistical using » statistical sampling (Expand Search), statistical learning (Expand Search)
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Statistics and Probability Theory : In Pursuit of Engineering Decision Support /
Published [201“…The purpose of the book is to ensure that the reader will acquire the required theoretical basis and technical skills such as to feel comfortable with the theory of basic statistics and probability. Moreover, in this book, as opposed to many standard books on the same subject, the perspective is to focus on the use of the theory for the purpose of engineering model building and decision making. …”
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software, multimedia -
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Multiscale approach to nematic liquid crystals via statistical field theory
Published 2018“…We propose an approach to a multiscale problem in the theory of thermotropic uniaxial nematics based on the method of statistical field theory. …”
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Journal Article -
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3D reconstruction of building models based on 2D floorplans using statistical analysis
Published 2024Get full text
Conference or Workshop Item -
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Inference for autoregressive and moving average models with extreme value distribution via simulation study
Published 2015“…Such general characterisation for a given model is useful for the extremal behaviour of physical processes. …”
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Thesis -
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Questionnaire data analysis using information geometry
Published 2021“…The SM has deep connections with parametric statistical models and the theory of phase transitions in statistical physics. …”
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Journal Article -
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Racial discrimination against prospective tenants : evidence from the room rental market in Singapore
Published 2020Get full text
Final Year Project (FYP) -
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A reformulation of additive models
Published 2022“…Additive models and their fitting algorithms play a pivotal role in the history and development of applied mathematics, machine learning, statistics, and science. …”
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Thesis-Doctor of Philosophy -
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Forecasting Singapore’s pharmaceutical industry using time series models.
Published 2010Get full text
Final Year Project (FYP) -
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Evaporation prediction of ethanol droplet by statistical rate theory
Published 2019“…Statistical rate theory (SRT) was introduced to solve this problem. …”
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Thesis -
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Refining learning models in grammatical inference
Published 2008“…Then, we introduce profile-based alignment learning (PBAL) framework to refine the model for context-free grammar learning. The PBAL framework is an extension of the existing Alignment Based Learning (ABL) framework by making use of statistical information to refine alignment and further refine the learned grammatical rules. …”
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Thesis -
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The application of prospect theory in travel choice behavioral analysis
Published 2012“…The most widely used and accepted model for predicting and analysing of travel behaviour would be the Utility Theory. …”
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Final Year Project (FYP) -
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Factors Influencing Students Intention to Choose Career of Halal Food Industry in Malaysia using Theory of Planned Behavior
Published 2021“…The underpinning theory is Theory of Planned Behavior (TPB). The independent variables are Attitude (A), Subjective Norm (SN) and Perceived Behavioral Control (PBC). …”
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Combating China’s corruption through learning from Taobao’s business model.
Published 2013Get full text
Final Year Project (FYP) -
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Efficient Bayesian estimation and use of cut posterior in semiparametric hidden Markov models
Published 2024Journal article -
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Hedonic regression model : influence of housing characteristics and housing lease on HDB's resale price
Published 2021Get full text
Final Year Project (FYP)