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Summary Statistics Study Guide

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Providing summary notes, equations, definitions, and formulas for almost everything you need to know with statistics (from distributions, probabilities, hypothesis testing, samples, etc.) This guide does not include definitions such as mean, median, mode, etc. It mainly comprises newly introduced topics from high school/college.

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Uploaded on
May 23, 2025
Number of pages
25
Written in
2024/2025
Type
Summary

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rais 1010




em
2




renton




gene

,Chapter 7

> Law of
- Large Numbers
- sample , space , events , and probabilities

- unions , intersection

>
- Mutually Exclusive
- venn
Diagrams
P(AUB) = P(A) + P(B) P(AUB) -




Multiplication Rule for independent
events


Law of Large Numbers -
the relative frequency of an outcome
converges to a number , the probability
of the outcome , as the number of observed
outcomes increases

sample space -> every single category (5 )
=




P(A) =
amount in Category A
total amount of categories

Complement of A: A is everything except A
in the sample space (1- ) ...




P(AUB) =
P(A) + P(B) -




P(A1B)
& &
A Or B intersection

, DDISjO Events are mutually exclusive ,
they have no common outcome
↳ yes if P(A1B)
= 0
alla all points are
EITHER A Or B


Two events are independent if the outcome
of one event does not affect the chances
of the outcome of the other event
↳ multiplication rule P(A) .

P(B)




the relative frequency of an outcome
converges to a number , the probability
of that outcome , as the number of
observed outcomes increases
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