Branches of Statistics
Statistics can be broadly categorized into two main branches: descriptive statistics and inferential statistics. These branches are interconnected and form the foundation of statistical analysis.
Descriptive statistics involves organizing, summarizing, and presenting data in a meaningful way.
Inferential statistics involves drawing conclusions or making predictions about a population based on a sample.
Probability theory is the foundation of statistics. It deals with the study of randomness and uncertainty.
Biostatistics applies statistical methods to biological and medical data.
Computer Science Topics
Econometrics combines statistical techniques with economic theory to analyze economic data.
Social statistics focuses on the collection, analysis, and interpretation of social data.
Bayesian statistics is a branch of statistics that incorporates prior knowledge and beliefs into statistical analysis.
Multivariate analysis deals with the analysis of data involving multiple variables.
Time Series Analysis
Time series analysis involves the study of data collected over time.
Experimental design is concerned with planning, conducting, and analyzing controlled experiments.
To Read About
Technology research topics