Statistics
185
terms
25
terms
- Population
- Sample
- Parameter
- Statistic
- Variable
- Attribute
- Data Point
- Observation
- Dataset
- Feature
- Label
Types of Datasets
7
31
terms
Measures of Central Tendency
6
Measures of Dispersion
7
Covariance and Correlation
8
Data Distribution and Visualisation
9
17
terms
Probability Rules
6
Random Variables
4
10
terms
- Probability Distribution
- Probability Mass Function (PMF)
- Probability Density Function (PDF)
- Cumulative Distribution Function (CDF)
Discrete Distributions
3
Continuous Distributions
3
12
terms
Sampling Techniques
4
Experimental Design
5
29
terms
Hypothesis Testing
11
Estimation and Confidence Intervals
6
Non-Parametric Methods
4
Bayesian Statistics
4
19
terms
- Model Assumptions
- Linear Regression
- Logistic Regression
- Generalized Linear Models (GLM)
- Residual Analysis
- Multicollinearity
- Heteroscedasticity
Model Selection and Generalization
5
42
terms
Decomposition and Components
8
Stationarity and Transformations
10
Time Series Models
10