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.

**33 Statistical Concepts Explained in Simple English**

- Probability Density Function/Probability Distribution Function: Def...
- Probability Distribution: List of Statistical Distributions
- Probability Mass Function (PMF) / Frequency Function: Easy Definiti...
- Probability of A and B / A or B
- Probability of Picking From a Deck of Cards
- Probability of Selecting a Person from a Group or Committee
- Probability Problems: Solve them the easy way!
- Probability Sampling: Definition,Types, Advantages and Disadvantages
- Propensity Score Matching: Definition & Overview
- Prospective Study: Definition, Examples
- Purposive Sampling (Deliberate Sampling)
- P-Value in Statistical Hypothesis Tests: What is it?
- Pygmalion Effect / Rosenthal Effect: Definition, Examples
- Q Q Plots: Simple Definition & Example
- Quadratic Mean / Root Mean Square
- Quadratic Regression: Simple Definition, TI-Calculator Instructions
- Qualitative Variable: Definition and Examples
- Quantile: Definition and How to Find Them in Easy Steps
- Quantitative Variables (Numeric Variables) in Statistics: Definitio...
- What are Quartiles?
- Quota Sampling: Definition and Examples
- Q-Value: Definition and Examples
- Random Event: Definition, How to Find Probability
- Randomization in Statistics and Experimental Design
- Random Variable: What is it in Statistics?
- Range of a Set of Data in Math and Statistics
- Range Rule of Thumb
- Ratio Scale: Definitions, Examples of Ratio Variables
- Rayleigh Distribution: Definition, Uses, Mean, Variance
- Recall Bias: Definition, Examples, Strategies to Avoid it
- Receiver Operating Characteristic (ROC) Curve: Definition, Example
- Regression Analysis: Step by Step Articles, Videos, Simple Definitions
- Regression Equation: What it is and How to use it
- Row Echelon Form & Reduced Row Echelon Form
- Regression to the Mean: Definition, Examples
- Regularization: Simple Definition, L1 & L2 Penalties
- Rejection Region (Critical Region) for Statistical Tests

*To make sure you keep getting these emails, please add [email protected] **to your address book or whitelist us. *

- Juniper adds Mist AIOps to its 128 Technology-based SD-WAN
- 10 microservices patterns all architects should know
- IBM extends Call for Code for Racial Justice program
- citizen development
- How to manage third-party risk in the supply chain
- Gartner predicts data storytelling will dominate BI by 2025
- AWS Data Exchange and the third-party cloud data marketplace
- Overcome common IoT edge computing architecture issues

Posted 1 March 2021

© 2021 TechTarget, Inc. Powered by

Badges | Report an Issue | Privacy Policy | Terms of Service

**Most Popular Content on DSC**

To not miss this type of content in the future, subscribe to our newsletter.

- Book: Applied Stochastic Processes
- Long-range Correlations in Time Series: Modeling, Testing, Case Study
- How to Automatically Determine the Number of Clusters in your Data
- New Machine Learning Cheat Sheet | Old one
- Confidence Intervals Without Pain - With Resampling
- Advanced Machine Learning with Basic Excel
- New Perspectives on Statistical Distributions and Deep Learning
- Fascinating New Results in the Theory of Randomness
- Fast Combinatorial Feature Selection

**Other popular resources**

- Comprehensive Repository of Data Science and ML Resources
- Statistical Concepts Explained in Simple English
- Machine Learning Concepts Explained in One Picture
- 100 Data Science Interview Questions and Answers
- Cheat Sheets | Curated Articles | Search | Jobs | Courses
- Post a Blog | Forum Questions | Books | Salaries | News

**Archives:** 2008-2014 |
2015-2016 |
2017-2019 |
Book 1 |
Book 2 |
More

**Most popular articles**

- Free Book and Resources for DSC Members
- New Perspectives on Statistical Distributions and Deep Learning
- Time series, Growth Modeling and Data Science Wizardy
- Statistical Concepts Explained in Simple English
- Machine Learning Concepts Explained in One Picture
- Comprehensive Repository of Data Science and ML Resources
- Advanced Machine Learning with Basic Excel
- Difference between ML, Data Science, AI, Deep Learning, and Statistics
- Selected Business Analytics, Data Science and ML articles
- How to Automatically Determine the Number of Clusters in your Data
- Fascinating New Results in the Theory of Randomness
- Hire a Data Scientist | Search DSC | Find a Job
- Post a Blog | Forum Questions

## You need to be a member of Data Science Central to add comments!

Join Data Science Central