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...istics-with-R/1_introduction-to-statistics-with-R_introduction-and-overview.mdx
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title: "Introduction to Statistics with R: Introduction and Overview" | ||
blurb: "File war tea" | ||
coverImage: 13 | ||
author: "Dereck Mezquita" | ||
date: 2023-10-20 | ||
tags: [statistics, mathematics, probability, data] | ||
published: true | ||
comments: true | ||
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keep_md: true | ||
--- | ||
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# Introduction and Overview | ||
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## Setting the Stage | ||
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### Motivation for Studying Statistics | ||
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Statistics occupies a crucial niche in the modern world, acting as the bridge between raw, noisy data and meaningful insights. In an era where data is ubiquitous—streaming from sensors, collected from surveys, generated by simulations—understanding the principles of statistics allows us to extract patterns, quantify uncertainties, and ultimately make evidence-based decisions. |
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...-R/2-introduction-to-statistics-with-R_foundations-of-statistical-reasoning.mdx
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title: "Introduction to Statistics with R: Foundations of Statistical Reasoning" | ||
blurb: "Blue and white mean war" | ||
coverImage: 13 | ||
author: "Dereck Mezquita" | ||
date: 2023-10-20 | ||
tags: [statistics, mathematics, probability, data] | ||
published: true | ||
comments: true | ||
output: | ||
html_document: | ||
keep_md: true | ||
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# Foundations of Statistical Reasoning | ||
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## Historical and Philosophical Context | ||
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### Early Foundations: From Gauss to Fisher | ||
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The roots of modern statistics stretch back centuries, evolving from rudimentary counting methods to sophisticated probabilistic reasoning and inferential techniques. A few key figures and eras set the stage for today’s expansive field: |
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