Statistics 1 Part 1: Introductory statistics, probability and estimation

عن

Statistics 1 Part 1 is a self-paced course from LSE which aims to introduce you to and develop your understanding of essential statistical concepts, methods and techniques, emphasising the applications of these methods. This course can be taken alone or as part of the LSE MicroBachelors program in Statistics Fundamentals or the LSE MicroBachelors program in Mathematics and Statistics Fundamentals.

Part 1, Introductory Statistics, Probability and Estimation, covers the following topics:

- Mathematical revision and the nature of statistics

- Data visualisation and descriptive statistics

- Probability theory

- The normal distribution and ideas of sampling

- Point and interval estimation

Statistics 1 Part 1 forms part of a series of courses which focuses on the application of statistical methods in management, economics and the social sciences. During this course, you will focus on the interpretation of tables and results, and how to approach statistical problems effectively.

What you will learn

By the end of this course, you will:

• be familiar with some key ideas of statistics that are accessible to a student with a moderate mathematical competence

• be able to routinely apply a variety of methods for explaining, summarising and presenting data and interpreting results clearly using appropriate diagrams, titles and labels

• have a grounding in probability theory

Skills you learn

• Probability
• Basic Math
• Social Sciences
• Sampling (Statistics)
• Statistical Methods
• Economics
• Probability Theories
• Management
• Normal Distribution
• Data Visualization
• Statistics

Syllabus

● Mathematical revision and the nature of statistics

● Data visualisation and descriptive statistics

● Probability theory

● The normal distribution and ideas of sampling

● Point and interval estimation

Auto Summary

Embark on a comprehensive journey into the world of statistics with "Statistics 1 Part 1: Introductory Statistics, Probability, and Estimation." This foundational course is designed to enhance your quantitative skills, essential for thriving in high-growth careers within the IT and Computer Science domains, or as a preparatory step for further undergraduate studies. Offered by edX, this course is the first in a series of four, meticulously crafted to equip you with fundamental statistical knowledge. You'll delve into key concepts such as introductory statistics, probability, and estimation, ensuring a robust understanding of the basics. With flexible subscription options available under Professional and Starter plans, this course caters to a broad audience, from beginners seeking awareness-level insights to professionals aiming to solidify their statistical acumen. Engage in this enriching learning experience and lay a solid foundation for your future academic or career pursuits.