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statistical modelling » statistical models (Expand Search)
statistical modeling » statistical models (Expand Search)
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Inference for autoregressive and moving average models with extreme value distribution via simulation study
Published 2015“…It is important to make general statements that characterises time series extreme models over a range of sample sizes with varying degree of dependence. …”
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Thesis -
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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
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Conference or Workshop Item -
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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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Universality for the largest eigenvalue of sample covariance matrices with general population
Published 2015“…This paper is aimed at deriving the universality of the largest eigenvalue of a class of high-dimensional real or complex sample covariance matrices of the form WN = Σ 1 /2 XX* Σ 1/2. …”
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Journal Article -
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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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Combating China’s corruption through learning from Taobao’s business model.
Published 2013Get full text
Final Year Project (FYP) -
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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) -
15
Refining learning models in grammatical inference
Published 2008“…Grammatical inference is a branch of computational learning theory that attacks the problem of learning grammatical models from string samples. …”
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Thesis -
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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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Modeling human-like non-rationality in social agents
Published 2018“…To realize those postulates, Social Context Cognition Model (SCCM), inspired among others by the Dual Process Theory, is proposed. …”
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Thesis -
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Modeling autobiographical memory in human-like autonomous agents
Published 2018“…With the motivation of developing human-like intelligence, in this paper, we delineate our approach to enable an agent to maintain memories of its own and to wander in mind. Our model, named Autobiographical Memory-Adaptive Resonance Theory network (AM-ART), is designed to capture autobiographical memories, comprising pictorial snapshots of one's life experiences together with the associated context, namely time, location, people, activity, and emotion. …”
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Conference Paper