Statistical Analysis
Statistical analysis involves applying mathematical and statistical methods to analyze data, test hypotheses, and make inferences.
Overview
Statistical analysis uses mathematical methods to analyze data and draw conclusions. Statistical analysis includes descriptive statistics, inferential statistics, and predictive modeling.
Statistical analysis helps researchers and analysts understand data, test hypotheses, and make predictions based on data patterns.
Key Technologies
Libraries
Tools
Key Concepts
Descriptive Statistics
Summarize and describe data using measures like mean, median, standard deviation, and distributions.
Hypothesis Testing
Test hypotheses about populations using statistical tests and determine statistical significance.
Regression Analysis
Model relationships between variables using linear and nonlinear regression techniques.
Statistical Modeling
Build statistical models to understand data patterns and make predictions.