List: Statistics | Curated by Gustavo R Santos

Jan 10, 2025
72 stories
2 saves
Statistics Statistics with Python and R
In
TDS Archive
by
Samuele Mazzanti
Think Correlation Isn’t Causation? Meet Partial CorrelationDespite being so powerful, partial correlation is perhaps the most underrated tool in data science
Jan 8
19
Jan 8
19
In
TDS Archive
by
Sunghyun Ahn
Bayes’ Theorem: Understanding Business Outcomes with EvidenceA practical introduction to Bayes’ Theorem: Probability for Data Science Series (2)
Dec 12, 2024
20
Dec 12, 2024
20
In
TDS Archive
by
Erdogan Taskesen
All You Need Is Statistics to Analyze Tabular DatasetsTo analyze tabular data sets there is no need for deep learning nor large language models
Sep 10, 2024
1
Sep 10, 2024
1
In
TDS Archive
by
Dario Radečić
5 PCA Visualizations You Must Try On Your Next Data Science ProjectWhich features carry the most weight? How do original features contribute to principal components? These 5 visualization types have the…
Aug 2, 2024
8
Aug 2, 2024
8
In
TDS Archive
by
Haden
3 Simple Statistical Methods for Outlier DetectionIf it works, keep it simple
Jun 18, 2024
9
Jun 18, 2024
9
Renata Biaggi
Como medir correlações não linearesNesse artigo vou te mostrar um método recentemente estudado para medir correlações não necessariamente lineares. Este coeficiente combina a…
Apr 23, 2024
1
Apr 23, 2024
1
In
Python’s Gurus
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René F. Najera, MPH, DrPH
Don’t Be Scared of Statistics Using PythonHere’s a quick example to help you build confidence with one statistical test!
Mar 7, 2024
3
Mar 7, 2024
3
In
TDS Archive
by
John Andrews
Comparing Outlier Detection MethodsUsing batting stats from Major League Baseball’s 2023 season
Dec 16, 2023
4
Dec 16, 2023
4
TBluhm
Redução da Dimensionalidade com Regressão LinearExiste uma maldição por trás desse tema, emprega-se os mais variados títulos a este mal que assombra as nossas machine learnings de todo o…
Dec 9, 2023
Dec 9, 2023
In
Data Hackers
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Edson Junior
O Teorema de Bayes descomplicado: Entenda e aplique na práticaMergulhando na estatística bayesiana e explorando suas aplicações no mundo real
Nov 15, 2023
3
Nov 15, 2023
3
In
TDS Archive
by
Olivia Tanuwidjaja
Exploring Time-to-Event with Survival AnalysisIntroduction of Survival Analysis and its application in Python
Nov 12, 2023
3
Nov 12, 2023
3
Sandra Machon
Statistical Tests for Data Scientists: A Practical Guide with Code ExamplesStatistics are an integral part of data analysis across various industries. In data science, you’ll use statistical tests to learn about…
May 12, 2023
1
May 12, 2023
1
In
TDS Archive
by
Antoine Soetewey
What Is Survival Analysis? Examples by Hand and in RLearn more about survival analysis (also called time-to-event analysis) and how it is used, and how to apply it by hand and in R
Dec 22, 2022
1
Dec 22, 2022
1
Thomas Caputo
Type “M” Error and How It Effects Your A/B TestsWhat is Type “M” Error
Mar 10, 2023
1
Mar 10, 2023
1
In
TDS Archive
by
Sachin Date
The Aspiring Statistican’s Introduction to Random VariablesWhen it comes to yelling “Surprise!”, the universe never gets tired.
May 12, 2023
5
May 12, 2023
5
In
Towards AI
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Simranjeet Singh
All Statistical Tests using Python: Mastering Statistics | Part — 1Learn every statistical tests using Python. Improve your data science skills and apply statistical tests confidently with this full guide.
Mar 29, 2023
8
Mar 29, 2023
8
In
Towards AI
by
Dr. Leon Eversberg
Here Is Why You Probably Use numpy.std IncorrectlyHow to estimate the standard deviation correctly in Python
Dec 17, 2022
4
Dec 17, 2022
4
In
TDS Archive
by
Erdogan Taskesen
How to Find the Best Theoretical Distribution for Your DataKnowing the underlying data distribution is an essential step for data modeling and has many applications, such as anomaly detection…
Feb 3, 2023
15
Feb 3, 2023
15
In
TDS Archive
by
Angel Das
Chi-square Test — How to calculate Chi-square using Formula & Python Implementation1. Type of Test
Nov 2, 2022
Nov 2, 2022
Rhydham Gupta
Using Binomial Distribution in the real scenarioBinomial Distribution is a distribution in statistics that is difficult to relate to the real problems for data scientists. But in this…
Aug 1, 2022
Aug 1, 2022