Category:Statistics
Statistics is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, industrial, or social problem, it is conventional to begin with a statistical population or a statistical model to be studied. Populations can be diverse groups of people or objects such as "all people living in a country" or "every atom composing a crystal". Statistics deals with every aspect of data, including the planning of data collection in terms of the design of surveys and experiments.
Guides
This category has the following 3 guides, out of 3 total.
Lecture notes on ridge regression
Collection of many well-known results on ridge regression.
- Pages11
- Questions0
- Exercises65
Created 2023-06-22
High Dimensional Statistics
Lecture notes written for the course 18.657, High Dimensional Statistics at MIT
- Pages5
- Questions0
- Exercises32
Created 2024-05-21
Lecture Notes on High-Dimensional Data
Characteristics and peculiarities of high-dimensional data
- Pages6
- Questions0
- Exercises21