Exploring Statistics
Descriptive and Exploratory Statistics
Summarizes and visualizes data using measures like mean, standard deviation, and graphs to reveal patterns, trends, and distributions.
Probability and Statistical Inference
Uses probability theory and sampling to draw conclusions about populations, test hypotheses, estimate parameters, and quantify uncertainty in data.
Modeling and Multivariate Analysis
Analyzes relationships between multiple variables using regression, correlation, and dimensionality reduction to build predictive and explanatory statistical models.
Specialized and Advanced Methods
Applies techniques like time series, experimental design, and non-parametric tests to handle complex, structured, or non-normal data scenarios effectively.