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statistical modelling » statistical modeling (Expand Search), statistical models (Expand Search)
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statistical modelling » statistical modeling (Expand Search), statistical models (Expand Search)
statistical sampling » statistical modeling (Expand Search)
modelling through » counselling through (Expand Search), model through (Expand Search), folding through (Expand Search)
sampling theory » sampling theorem (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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Journal Article -
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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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Sentiment analysis and topic modelling of 2024 U.S. and Indonesian election tweets: a study of political discourse and public opinion
Published 2024“…This study investigates the effectiveness of various deep learning architectures and statistical models in both sentiment analysis and the temporal analysis of online public discourse through topic modelling and sentiment forecasting of tweets related to the 2024 Indonesian and U.S. elections. …”
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Final Year Project (FYP) -
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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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Reliability analysis and data driven modelling of railway component failure
Published 2022“…Such statistical models are under some distribution assumptions which may not be fully satisfied in practice, but the models can be fitted with limited data samples and their interpretabilities are high. …”
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Thesis-Doctor of Philosophy -
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Modelling and development of carbon molecular sieve membrane for gas separation
Published 2008Get full text
Thesis