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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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Statistical modeling reveals the effect of absolute humidity on dengue in Singapore
Published 2014Get full text
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Journal Article -
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Generative Stochastic Modeling of Strongly Nonlinear Flows with Non-Gaussian Statistics
Published 2024“…These systems are difficult to model and analyze due to combination of high dimensionality and uncertainty, and there has been much interest in obtaining reduced models, in the form of stochastic closures, that can replicate their non-Gaussian statistics in many dimensions. …”
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Effects of statistical sampling errors on flood-damage-reduction project evaluation
Published 2020“…A Monte Carlo simulation is applied in the study to simulate the epistemic uncertainty associated with the sampling error of the flood magnitude. The model parameter uncertainty is explicitly considered in the estimation of statistical features of flood damage. …”
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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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Combating China’s corruption through learning from Taobao’s business model.
Published 2013Get full text
Final Year Project (FYP) -
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Sample size estimation with missing values on clinical trials
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Final Year Project (FYP) -
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Modeling and forecasting customer demands
Published 2011“…In this paper, I have made an attempt to seek what statistical models and forecasting techniques which are appropriate to support decision making in the operational level of supply chain while dealing with customer demands on short life cycle products to avoid undesired production condition. …”
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Final Year Project (FYP) -
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Hidden markov model for decision making among heterogeneous systems in intelligent building
Published 2014“…HMM is chosen due to the characteristics it possesses such as probabilistic, statistical, machine learning as well as its robustness and scalability has been seen as an efficient and effective model to tackle the problem of interoperation in the intelligent building. …”
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Topological data analysis for fake news detection
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Final Year Project (FYP) -
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Robust inference of memory structure for efficient quantum modeling of stochastic processes
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A Study on Deploying Large Language Models as Agents
Published 2024“…The study begins with an in-depth analysis of language models, tracing their evolution from pure statistical models to advanced neural network architectures like Transformers and their bidirectional variants. …”
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Thesis