Arbitrage refers to the simultaneous purchase and sale of an asset to profit from price differences across markets.
Backtesting refers to the process of testing a predictive model or strategy using historical data to evaluate its accuracy and reliability.
Backwardation describes a futures market structure in which forward prices trade below the current spot price, typically reflecting near-term scarcity or strong immediate demand.
Basis refers to the difference between the spot price of a commodity and its futures price, reflecting local supply and demand conditions.
Benchmark Prices refer to standardized reference prices used in commodity markets to facilitate pricing transparency and contract settlements.
Bid-Ask Spreads refer to the difference between the highest price a buyer is willing to pay and the lowest price a seller is willing to accept for a commodity.
Carry Costs refer to the expenses associated with holding a physical commodity over time, including storage, insurance, and financing.
Contango refers to a market condition where futures prices are higher than the current spot price, typically reflecting storage costs or expectations of rising prices.
Correlation Dynamics refers to the changing relationships between different commodity prices over time, highlighting shifts in market behavior and risk factors.
Cost Pass-Through refers to the extent to which changes in input costs are reflected in the prices of final goods or services.
Demand Elasticity refers to the sensitivity of demand to changes in price, influencing market dynamics and pricing strategies.
Drawdown refers to the peak-to-trough decline in the value of an asset or portfolio, indicating the extent of loss before recovery.
Energy Cost Pass-Through refers to the extent to which changes in energy costs are reflected in the prices of commodities.
Ensemble Modeling refers to the combination of multiple models to improve the accuracy and robustness of predictions.
European Steel and Metals Action Plan refers to a regulatory framework aimed at supporting the steel and metals industry in Europe.
Event-Based Forecasting refers to a methodology that uses specific events to predict changes in commodity prices, focusing on the impact of these events rather than historical trends.
Event Sensitivity refers to the responsiveness of commodity price forecasts to external events, highlighting potential market volatility.
Explainable AI (XAI) refers to methods and techniques that make AI model outputs understandable to humans, crucial for transparency and trust.
Ex-Post Analysis refers to the evaluation of forecasting accuracy by comparing predicted values with actual outcomes after the fact.
Forecast Confidence measures the reliability and accuracy of a commodity price prediction, indicating the level of certainty in the forecasted outcomes.
Forecast Horizon refers to the time span over which predictions or forecasts are made, crucial for planning and decision-making.
Free Lunch refers to the concept of gaining benefits without incurring any costs, often considered unrealistic in economic contexts.
Freight Market Disruptions refer to interruptions in the transportation and logistics networks that affect the movement of goods and commodities.
Futures curves refer to graphical representations of the prices of futures contracts over different delivery dates, illustrating market expectations and sentiment.
Futures Pricing Signals refer to the indicators derived from futures prices that reflect market expectations and potential price movements.
Green Steel Premiums refer to the additional cost associated with steel produced using environmentally friendly methods, emphasizing reduced carbon emissions.
Hit Rate measures the proportion of correct predictions in a forecasting model, indicating its accuracy.
Information Flow refers to the movement and dissemination of data and signals across markets, impacting decision-making and price dynamics.
Inventory Signals refer to the data and trends related to the levels of stored commodities, providing insights into supply and demand dynamics.
Isocyanates refer to a group of highly reactive chemicals used in the production of polyurethane products, affecting raw material markets.
Liquidity deterioration refers to the decline in the ease of trading assets without affecting their price, often leading to increased volatility and trading costs.
Liquidity signals refer to indicators that gauge the ease of buying or selling assets without affecting their price significantly.
LNG Market Flows refer to the movement and trade of liquefied natural gas across global markets, affecting supply and demand dynamics.
Mean Absolute Error (MAE) measures the average magnitude of errors in a set of predictions, without considering their direction.
Mean Absolute Percentage Error (MAPE) measures forecasting accuracy by expressing prediction errors as a percentage of actual values.
Market Regime Transition refers to shifts in market dynamics that can affect asset prices, volatility, and correlations, requiring adaptive strategies.
Material Price Forecasting refers to the use of AI techniques to predict future prices of commodities, aiding in decision-making and risk management.
Middle Distillate Contracts refer to financial instruments used for trading refined petroleum products such as diesel and jet fuel.
Open Interest refers to the total number of outstanding derivative contracts, such as futures or options, that have not been settled.
Optionality refers to the flexibility embedded in financial contracts or strategies, allowing for adaptive decision-making in response to market changes.
Paper Market Exposure refers to the extent of financial market positions in commodities, distinct from physical holdings.
Physical vs. Financial Flows describes the distinction between the actual movement of commodities and the financial transactions related to them.
Power-Spreads refer to the price difference between electricity and its underlying fuel inputs, such as natural gas or coal.
Power Purchase Agreement (PPA) refers to a contract between electricity producers and buyers, outlining terms for energy sales over a specified period.
Price Anchoring refers to the cognitive bias where initial price points influence subsequent price perceptions and decisions.
Price Compression refers to the reduction in price differences between similar commodities or market segments, often driven by increased competition or market efficiency.
Price Discovery refers to the process through which markets determine the equilibrium price of a commodity based on supply and demand dynamics.
Price Risk vs. Market Risk describes the distinction between risks from price fluctuations and broader market conditions.
Quad refers to a methodology used in AI-based commodity price forecasting, involving data segmentation and model optimization.
Retrieval-Augmented Generation (RAG) refers to a methodology that combines retrieval with generation to improve AI model outputs.
Risk across Time Horizons describes the variability in commodity price forecasts over different time periods, highlighting potential uncertainties.
Risk Premia Strategy refers to investment approaches that aim to capture returns from systematic risk factors across markets.
Root Mean Squared Error (RMSE) measures the average magnitude of errors in a set of predictions, useful for evaluating forecast accuracy.
Roll Yield refers to the return generated from rolling over futures contracts in markets with backwardation or contango.
Relative Strength Index (RSI) is a momentum oscillator that measures the speed and change of price movements, often used to identify overbought or oversold conditions.
Scenario-Based Forecasting refers to a methodology that evaluates multiple potential outcomes to aid decision-making in uncertain environments.
Scrap-to-HRC Spread refers to the price difference between scrap metal and hot-rolled coil steel, reflecting cost dynamics in steel production.
Spot Price refers to the current market price at which a commodity can be bought or sold for immediate delivery.
Spread refers to the price difference between two related financial instruments, often indicating market liquidity and transaction costs.
Structural breaks refer to sudden changes in a time series data pattern, impacting the stability and predictability of models.
Structural vs. cyclical price drivers refer to the distinction between long-term trends and short-term fluctuations affecting commodity prices.
Supply shocks refer to sudden disruptions in the availability of commodities, often leading to significant price volatility and market adjustments.
Synthetic Exposure refers to the use of financial instruments to replicate the performance of a direct investment in a commodity or market.
Time Decay refers to the diminishing impact of older data in time series analysis, crucial for adapting models to recent trends.
Tonnage refers to the weight measurement of commodities, often used in shipping and logistics to determine freight costs and capacity.
Total Return Swap (TRS) refers to a financial contract where one party receives the total return of an asset, while the other receives a fixed or floating rate.
Undertakings for Collective Investment in Transferable Securities (UCITS) refers to a regulatory framework for investment funds in Europe, ensuring investor protection and diversification.
Volatility Regimes refer to distinct periods characterized by different levels of market volatility, often driven by macroeconomic factors or market events.
Volume-Weighted Average Price (VWAP) measures the average price of a commodity over a specific period, weighted by the total trading volume.
