This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, cross-validation, model fitting, and many more. To keep receiving these articles, sign up on DSC. The full series is accessible here.
29 Statistical Concepts Explained in Simple English
- Case-Control Study: Definition, Real Life Examples
- Case Studies: Case Study Definition and Steps
- Cauchy-Schwarz Inequality: Simple Definition, Example & Proof
- Causation Definition & Causation vs. Correlation
- Categorical Variable in Statistics: What is it?
- Center of a Distribution: Definition, How to Find it
- Central Limit Theorem: Definition and Examples in Easy Steps
- Central Tendency (Measures of Location): Definition and Examples
- Chauvenet’s Criterion
- Chebyshev’s Theorem / Inequality: Calculate it by Hand / Excel
- Chi Squared Table (Right Tail)
- Chi-Square Statistic: How to Calculate It / Distribution
- Chi-square Test for Normality
- Choose Bin Sizes for Histograms in Easy Steps + Sturge’s Rule
- Chow Test: Definition & Examples
- Classical Probability: Definition and Examples
- Clustered Standard Errors: Definition
- Cluster Sampling in Statistics: Definition, Types
- Coefficient Definition: Different Types in Statistics and Math
- Coefficient of Association: Definition, Types, Examples
- Coefficient of Dispersion
- Coefficient of Determination (R Squared): Definition, Calculation
- How to Find a Coefficient of Variation
- Cohen’s D: Definition, Examples, Formulas
- Cohen’s Kappa Statistic
- Cohort Study (Retrospective, Prospective): Definition, Examples
- Cointegration: Definition, Examples, Tests
- Combined Mean: Definition, Examples
- Comparison of Means
- Concordant Pairs and Discordant Pairs
- Concurrent Validity Definition and Examples
- Conditional Probability: Definition & Examples
- Conditional Distribution: Definition and Examples
- Conditional Expectation: Definition & Step by Step Example
- Confidence Interval: How to Find a Confidence Interval: The Easy Way!
- Confidence Level: What is it?
- Conservative in Statistics
- Consistent Estimator: Consistency Definition & Examples
- Construct Validity: Simple Definition, Statistics Used
To make sure you keep getting these emails, please add [email protected] to your address book or whitelist us. Part 2 of this series, can be found here.
