# Statistics

## Basics of statistics

# ANOVA

Published: 2021-03-07

Category: { statistics }

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References:
- Fox, J. Applied Regression Analysis and Generalized Linear Models. (SAGE Publications, 2015).
- A Simple Introduction to ANOVA (with applications in Excel)

Summary: analysis of variance

Pages: 8

^{8} Describing Multi-dimensional Data

Published: 2018-12-03

Category: { Statistics }

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Summary: Describing multi-dimensional data

Pages: 8

^{6} Linear Regression

Published: 2019-01-01

Category: { Statistics }

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References:
- The Elements of Statistical Learning by Jerome H. Friedman, Robert Tibshirani, and Trevor Hastie
- Shafer G, Vovk V. A tutorial on conformal prediction. arXiv [cs.LG]. 2007. Available: http://arxiv.org/abs/0706.3188

Summary: Linear regression of multidimensional data

Pages: 8

^{5} Normalization Methods for Numeric Data

Published: 2018-11-18

Category: { Statistics }

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References:
- Data Mining by Jiawei Han, Micheline Kamber, Jian Pei

Summary: Detecting correlations using correlations for numerical data

Pages: 8

^{4} Correlation Coefficient and Covariance for Numeric Data

Published: 2018-11-18

Category: { Statistics }

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References:
- Data Mining by Jiawei Han, Micheline Kamber, Jian Pei

Summary: Detecting correlations using correlations for numeric data

Pages: 8

^{3} Chi-square Correlation Test for Nominal Data

Published: 2018-11-18

Category: { Statistics }

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References:
- Data Mining by Jiawei Han, Micheline Kamber, Jian Pei
- Kendall rank correlation coefficient
- Spearman's rank correlation coefficient

Summary: Detecting correlations using Pearson's chi square correlation test

Pages: 8

^{2} Jargons

Published: 2018-11-24

Category: { Statistics }

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References:
- Elements of Statistics by Stephen Bernstein and Ruth Bernstein

Summary: Jargons in statistics, accuracy, precision, population, sample, etl

Pages: 8

^{1} What is Statistics

Published: 2019-01-18

Category: { Statistics }

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Summary: An overview of statistics

Pages: 8