Overview
The field of statistics encompasses the collection, analysis, interpretation, presentation, and organization of data through mathematical methods and models. Statistical methods are utilized to analyze data, make predictions, and inform decisions based on probability and statistical analysis. This field is widely applicable, finding use in many domains, including business, finance, engineering, medicine, and the social sciences, among others, to gain insights and inform decisions based on empirical data.
Descriptive Statistics
- Measure of Frequency and Central Tendency
- Measure of Dispersion
- Probability Distribution
- Gaussian Normal Distribution
- Skewness and Kurtosis
- Regression Analysis
- Continuous and Discrete Functions
- Goodness of Fit
- ANOVA
Inferential Statistics
- t-Test
- z-Test
- Hypothesis Testing
- Type I and Type II errors
- t-Test and its types
- One way ANOVA
- Two way ANOVA
- Chi-Square Test
- Implementation of continuous and categorical data
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