# 29 Statistical Concepts Explained in Simple English – Part 12

29 Statistical Concepts Explained in Simple English – Part 12

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.

29 Statistical Concepts Explained in Simple English

Negative Binomial Experiment / Distribution: Definition, Examples
Nested Model, ANOVA and Factors: Simple Definitions and Examples
Nominal Ordinal Interval Ratio: Examples
Nominal Variable: Definition and Examples
Differential & Non-Differential Misclassification
Nonlinear Regression: Simple Definition & Examples
Non-Probability Sampling: Definition, Types
Non Response Bias: Definition, Examples
Normalized Data / Normalization
Normal Probability Plot: Definition, Examples
Normal Probability Practice Problems and Answers
Nuisance Variable & Nuisance Parameter: Definition, Examples
Number Needed to Harm NNH: Definition
Observation in Statistics: Simple Definition & Examples
Observer Bias / Research or Experimenter Bias: Definition, Examples, How to Avoid
Odds Ratio Calculation and Interpretation
Ogive Graph / Cumulative Frequency Polygon in Easy Steps
Omega Squared: Definition
One Sample T Test: How to Run It, Step by Step
One Sample Z Test: How to Run One
Open Ended Distribution: Definition and Examples
Order Effects: Definition, Examples and Solutions
Order of Integration (Time Series): Simple Definition / Overview
Order Statistics: Simple Definition, Examples
Ordinal Numbers, Variables and Data: Definition and Examples
Pairwise Independent, Mutually Independent: Definition, Example
Parallel Design / Parallel Group Study
Parallel Forms Reliability (Equivalent Forms)
Non Parametric Data and Tests (Distribution Free Tests)

Previous editions, in alphabetical order, can be accessed here:
Part 1 | Part 2 | Part 3 | Part 4 | Part 5 | Part 6 | Part 7 | Part 8 | Part 9 | Part 10 | Part 11
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Link: 29 Statistical Concepts Explained in Simple English – Part 12