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Field of Research : Stochastic Analysis and Modelling
Australian State/Territory : NSW
Research Topic : Finance
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  • Funded Activity

    Discovery Projects - Grant ID: DP130103210

    Funder
    Australian Research Council
    Funding Amount
    $211,000.00
    Summary
    Asset pricing with social interactions, adaptive learning, and differences in opinion. This project seeks to understand how social interactions and adaptive learning of investors affect asset prices in highly competitive and adaptive financial markets. It will develop an evolutionary asset pricing theory, novel empirical hypotheses and tests of financial market characteristics and provide implications for policy and market regulation.
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    Funded Activity

    Discovery Projects - Grant ID: DP110104487

    Funder
    Australian Research Council
    Funding Amount
    $225,000.00
    Summary
    Double auction markets with heterogeneous boundedly rational traders. The project will study limit order markets for the formation of security prices in modern exchanges, allowing heterogeneity and bounded rationality of the economic agents who will engage in various trading strategies. The model developed will be of interest to market participants seeking to design more efficient and transparent markets.
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    Funded Activity

    Discovery Projects - Grant ID: DP170102275

    Funder
    Australian Research Council
    Funding Amount
    $350,000.00
    Summary
    Retirement income product innovation. This project aims to develop and assess comprehensive retirement income products to support sustainable retirement income streams for the Australian superannuation system. It will provide a framework to develop flexible structured retirement income products, taking into account the fair and effective allocation of costs and risks. Actuarial and financial analysis will highlight savings in Age Pension and aged care costs arising from more effective design of .... Retirement income product innovation. This project aims to develop and assess comprehensive retirement income products to support sustainable retirement income streams for the Australian superannuation system. It will provide a framework to develop flexible structured retirement income products, taking into account the fair and effective allocation of costs and risks. Actuarial and financial analysis will highlight savings in Age Pension and aged care costs arising from more effective design of retirement income products incorporating investment and longevity risk. It intends to develop risk sharing retirement products, risk management strategies, and longevity index-based hedging contracts to share and mitigate financial and longevity risk.
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    Active Funded Activity

    Discovery Projects - Grant ID: DP200100615

    Funder
    Australian Research Council
    Funding Amount
    $334,000.00
    Summary
    Shock model-based framework for modelling correlated large losses. This project aims to develop aggregate risk models by utilizing shock models in reliability theory. It intends to provide a new alternative approach which is more realistic and also mathematically tractable in order to estimate various types of quantities in (re)insurance and operational risk management. The expected outcome includes enhanced capacity by advanced analytical tools to assess correlated and large risks, thus assisti .... Shock model-based framework for modelling correlated large losses. This project aims to develop aggregate risk models by utilizing shock models in reliability theory. It intends to provide a new alternative approach which is more realistic and also mathematically tractable in order to estimate various types of quantities in (re)insurance and operational risk management. The expected outcome includes enhanced capacity by advanced analytical tools to assess correlated and large risks, thus assisting in the management of key risks and improving the effectiveness of risk management. This should benefit the stability of the financial and regulatory systems where large and dependent risks are concerned.
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    Active Funded Activity

    Discovery Projects - Grant ID: DP220103106

    Funder
    Australian Research Council
    Funding Amount
    $390,000.00
    Summary
    Can green investors drive the transition to a low emissions economy? The project aims to develop a game-theoretical approach to model the impact of climate change on financial markets by studying the interactions between the government, companies and investors. Expected outcomes include novel solution concepts for stochastic games with heterogeneous beliefs, asymmetric information, and model uncertainty, as well as optimal investment and production strategies under climate driven economic transi .... Can green investors drive the transition to a low emissions economy? The project aims to develop a game-theoretical approach to model the impact of climate change on financial markets by studying the interactions between the government, companies and investors. Expected outcomes include novel solution concepts for stochastic games with heterogeneous beliefs, asymmetric information, and model uncertainty, as well as optimal investment and production strategies under climate driven economic transitions. Results will be used to validate and improve the recently launched Australian based climate transition index. The project should yield significant benefits for the financial industry and investors by providing novel insights into financial risks during the transition to a low emissions economy.
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