Forecasting
(การพยากรณ์)
Definition
Forecasting (การพยากรณ์) Hard Skill
The ability to predict future trends, outcomes, or behaviors based on data analysis and historical information to support decision-making.
Expertise Level
Level 1
Basic
1. Understands basic concepts of forecasting and prediction.
2. Can identify simple patterns from historical data.
3. Uses straightforward methods to make short-term predictions.
Level 2
Intermediate
1. Analyzes trends and patterns to make medium-term forecasts.
2. Applies statistical tools and models to improve accuracy.
3. Considers multiple variables and external factors in predictions.
Level 3
Advanced
1. Integrates complex data sets and advanced models for long-term forecasting.
2. Evaluates forecasting outcomes to refine models continuously.
3. Anticipates market or environmental changes and adjusts forecasts proactively.
