Lectures related to Flash Crash Systemic Event

High Frequency Trading: Optimal Behavior Analysis

Explores optimal trading behavior in high frequency trading and its impact on market dynamics.

Explores the use of machine learning in algorithmic trading to optimize price signals and minimize slippage in futures markets.

Algorithmic Execution in Fixed Income Markets

Delves into algorithmic execution in fixed income markets, highlighting the transition to electronic trading and the importance of effective algorithms.

The Flash Crash: High Frequency Trading Analysis

Analyzes the 2010 flash crash, focusing on high frequency trading impact.

Assessing Market Regulation

Explores the assessment of market regulation, focusing on high-frequency trading and the impact of regulatory changes on liquidity and market quality.

Financial Big Data: Correlations and Response Functions

Explores financial big data analysis, focusing on correlations, response functions, and flash crashes.

Equilibrium State Prices Determination

Explains the determination of equilibrium state prices in asset pricing through consumption market clearing and budget constraints.

Trading Strategies: Measuring Market Dynamics

Explores trading strategies in mathematical finance, backtesting scientific models, and the challenges of non-stationary markets.

Quantitative Risk Management: Volatility Modeling

Covers volatility modeling in risk management, including ARMA, ARCH, GARCH models, causal representation, and forecasting.

Machine Learning in Finance: Volatility Estimation and Strategies

Explores machine learning applications for finance, focusing on volatility estimation and quantitative strategies in different market regimes.

Portfolio Theory: Risk Parity Strategy

Explores Portfolio Theory with a focus on the Risk Parity Strategy, discussing asset allocation proportional to the inverse of volatility and comparing different diversified portfolios.

Quantitative Risk Management: Volatility Modeling

Covers volatility modeling in quantitative risk management, including ARMA, ARCH, GARCH models, and forecasting.

Factor Models and CAPM

Covers the Capital Asset Pricing Model, estimating betas, empirical evidence on returns versus beta, short-sale constraints, and optimal portfolio choice.

Financial Markets Overview Log in to Mediaspace to watch this video

Covers financial markets structure, participants, government debt, asset managers, market sizes, derivatives, trading frequencies, orders, and portfolio returns.

Audit Firms: The Big Four Dominance Log in to Mediaspace to watch this video

Explores the dominance of the 'Big Four' audit firms and the impact of high-frequency trading on financial markets.

High Frequency Trading: Secrets and Ethics Log in to Mediaspace to watch this video

Explores high frequency trading, ethical dilemmas in finance, and the importance of structural reforms in the industry.

Arbitrage in Multiperiod Models Log in to Mediaspace to watch this video

Explores arbitrage in multiperiod models, covering dynamic trading, absence of arbitrage, trading strategies, discounted prices, and martingales.

Black-Scholes Formula: Risk-neutral Pricing and Option Pricing Log in to Mediaspace to watch this video

Explores the Black-Scholes formula for option pricing and risk-neutral pricing in financial economics.

Introduction to Derivatives Log in to Mediaspace to watch this video

Introduces derivatives, hedging, speculation, and engineering payoffs through trading and pricing.

Financial Time Series Analysis Log in to Mediaspace to watch this video

Covers stylized facts of asset returns, summary statistics, testing for normality, Q-Q plots, and efficient market hypothesis.