# Statistics Video Course Lecture: Overview in Statistics (*4 mins*) | Lecture 1 of 46

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## Topics Covered

- Overview & Basics » None

## Details

Overview in Statistics

- Introduction
- Collection of Data
- Describing Data
- Confidence Interval
- Hypothesis Testing
- Normal Distribution
- Inference of One Sample
- Inference of Two Sample
- One Way ANOVA
- Chi-Square Tests
- Correlation & Regression
- Matrices & Vectors
- Linear Combination of Random Variables
- Multivariate Data
- Multivariate Normal Distribution
- Sample Mean Vector & Sample Correlation
- Partial Correlation
- MANOVA
- Repeated Measure Analysis
- Discriminant Analysis
- PCA
- Factor Analysis
- Canonical Correlation Analysis
- Cluster Analysis