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Learning Statistics with DotA
The basics of statistical thinking.
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4 — The Z-test: An Illustrative Hypothesis Test
4 — The Z-test: An Illustrative Hypothesis Test
Murder your darlings
Udesh Habaraduwa
Aug 17, 2021
3 — Hypothesis Testing
3 — Hypothesis Testing
Science does not aim at establishing immutable truths and eternal dogmas: its aim is to approach the truth by successive approximations…
Udesh Habaraduwa
Aug 4, 2021
2 — Graphical Tools For Descriptive Statistics and Exploration of Data
2 — Graphical Tools For Descriptive Statistics and Exploration of Data
As we saw in the previous post, tools like histograms and box-plots are simple methods to get a quick look under the hood of your data…
Udesh Habaraduwa
Jul 18, 2021
1 — Descriptive Statistics
1 — Descriptive Statistics
Descriptive statistics, as the name implies, is simply using very simple statistical tools (e.g different kinds of plots, means, etc) to…
Udesh Habaraduwa
Jul 9, 2021
0— Introduction
0— Introduction
Welcome to Learning Statistics with DotA! Over the coming chapters, we’ll walk through the basics of statistics using Dota 2 data as…
Udesh Habaraduwa
Jul 9, 2021
About Learning Statistics with DotA
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