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statistical sampling » statistical modeling (Expand Search), statistical modelling (Expand Search)
sampling theory » sampling theorem (Expand Search)
models through » model through (Expand Search), pods through (Expand Search), aerogels through (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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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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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“…Here, we propose a data-driven framework to model stationary chaotic dynamical systems through nonlinear transformations and a set of decoupled stochastic differential equations (SDEs). …”
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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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Effects of statistical sampling errors on flood-damage-reduction project evaluation
Published 2020“…The influence of the model parameter uncertainty on the project evaluation results is examined through an example FDR project with five design alternatives in which flood magnitude follows a Gumbel distribution.…”
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Sample size estimation with missing values on clinical trials
Published 2019Get full text
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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Airline operating cost reduction through enhanced engine health analytics
Published 2024“…In its current form, engine performance is monitored through recorded physical metrics, such as gas temperature, pressure, and altitude, taken as single snapshots at various phases of flight. …”
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Thesis -
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Detecting adversarial samples for deep neural networks through mutation testing
Published 2020Get full text
Final Year Project (FYP) -
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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