The Mathematics of Maybe: Introduction to Probability

Class 9 Mathematics · Ganita Manjari · Chapter 7

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Summary

This chapter introduces probability as a measure of how likely a random event is to occur, on a scale from \(0\) (impossible) to \(1\) (certain), with \(0 \le P(E) \le 1\). Randomness means the outcome of an experiment such as tossing a coin or rolling a die cannot be predicted, though all possible outcomes are known. There are two objective ways to estimate probability. Experimental probability uses data: \(\dfrac{\text{number of times the event occurred}}{\text{total number of trials}}\), also called relative frequency. Theoretical probability assumes equally likely outcomes: \(\dfrac{\text{number of favourable outcomes}}{\text{number of possible outcomes}}\). By the Law of Large Numbers, experimental probability tends toward the theoretical value as trials increase. The chapter warns against the Gambler's Fallacy, since each trial is independent and has no memory. The sample space \(S\) is the set of all outcomes, its size \(n(S)\), and an event is a subset of \(S\). Tree diagrams list and find probabilities of outcomes in multi-step experiments. Statistical sampling estimates population proportions from a representative sample.

Probability scaleExperimental probabilityTheoretical probabilitySample space and eventsTree diagrams

Key terms

Probability
A number from \(0\) to \(1\) measuring the likelihood that an event occurs.
Sample space
The set \(S\) of all possible outcomes of a random experiment.
Event
Any subset of the sample space — one or more outcomes of interest.
Experimental probability
An estimate equal to \(\dfrac{\text{times event occurred}}{\text{total trials}}\), based on observed data.
Theoretical probability
For equally likely outcomes, \(\dfrac{\text{favourable outcomes}}{\text{total outcomes}}\).
Gambler's Fallacy
The mistaken belief that past results change the probability of an independent future trial.

Extra questions & answers

Exercise Set 7.1

Exercise Set 7.2

Exercise Set 7.3

Exercise Set 7.4

End-of-Chapter Exercises

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The probability of an impossible event is:
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MathematicsAll 2 books, one purchase
  • Mathematics Part I
  • Mathematics Part II
~7 pages per kitPage 1 free
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All available subjectsEvery subject, one purchase
  • Mathematics Part I
  • Mathematics Part II
  • + 4 more
~7 pages per kitPage 1 free
₹1596 kits · ~₹27 eachGet all 6 kits
Mathematics Part IRevise all of it in about an hour
  • 11 identities
  • 12 circle theorems
  • Worked numericals
Only 7 pagesPage 1 free
Mathematics Part IIRevise all of it in about an hour
  • 9 quadrilateral theorems
  • Ratio test
  • All 7 solids
Only 7 pagesPage 1 free
TrendingScienceRevise all of it in about an hour
  • Formula cards
  • Graph reading
  • 16 traps corrected
Only 7 pagesPage 1 free
Social ScienceRevise all of it in about an hour
  • Timelines
  • Comparison tables
  • Article numbers
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TrendingEnglish · KaveriRevise all of it in about an hour
  • 16 texts summarised
  • Poetry devices
  • Grammar rules
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Hindi · GangaRevise all of it in about an hour
  • 12 पाठ
  • अलंकार और समास
  • मुहावरे
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Browse all 8 kits →

Mathematics revision kits

MathematicsAll 2 books, one purchase
  • Mathematics Part I
  • Mathematics Part II
~7 pages per kitPage 1 free
₹392 kits · ~₹20 eachGet both kits
Mathematics Part IRevise all of it in about an hour
  • 11 identities
  • 12 circle theorems
  • Worked numericals
Only 7 pagesPage 1 free
Mathematics Part IIRevise all of it in about an hour
  • 9 quadrilateral theorems
  • Ratio test
  • All 7 solids
Only 7 pagesPage 1 free

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