Statistical Programming
(การเขียนโปรแกรมสถิติ)
Definition
Statistical Programming (การเขียนโปรแกรมสถิติ) Hard Skill
The ability to use programming languages and tools to collect, analyze, and interpret statistical data for research and decision-making purposes.
Expertise Level
Level 1
Basic
1. Understands basic programming concepts related to statistical analysis.
2. Can write simple scripts to perform data cleaning and basic statistical calculations.
3. Familiar with common statistical programming languages like R or Python.
Level 2
Intermediate
1. Can develop scripts to perform complex statistical analyses and data visualization.
2. Able to manipulate large datasets and automate repetitive tasks.
3. Understands statistical models and can implement them programmatically.
Level 3
Advanced
1. Can design and optimize advanced statistical algorithms and models.
2. Integrates multiple data sources and applies machine learning techniques through programming.
3. Able to troubleshoot complex programming issues and improve computational efficiency.
