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Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
RandomVariable:
Discrete & Continuous
Statistics and Probability
PRINCESS P. DIPASUPIL
Special ScienceTeacher I
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
STATISTICAL
EXPERIMENT
activity
outcome/s
any activity that
produces outcomes
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
a process that will generate data where the
outcomes have a corresponding chance of
occurrence.
STATISTICAL EXPERIMENT
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
SAMPLE
SPACE
the set of all possible
outcomes
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
What is the
sample space?
tossing a die
𝑆 = 1,2,3,4,5,6
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
What is the
sample space?
tossing two
coins
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
What is the
sample space?
Tossing a coin
and a die
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
Drawing a jack from
standard deck of
cards
What is the SAMPLE SPACE?
S={J♠, J♣, J⧫, J♥}
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
What is the sample
space?
tossing a
pair of dice
S={ 11 21 31 41 51 61
12 22 32 42 52 62
13 23 33 43 53 63
14 24 34 44 54 64
15 25 35 45 55 65
16 26 36 46 56 66}
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
What is the sample
space?
spinning
this wheel
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
What is the sample
space?
getting a sum
of 7 when a
pair of dice
is tossed
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
RANDOM
VARIABLE
a variable whose possible
values are determined by
chance
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
typically represented by an uppercase letter,
usually X, while its corresponding lowercase
letter, x, is used to represent one of its
values
RANDOM VARIABLE
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
X
Random
Variable
x
Value of a
Random
Variable
RANDOM VARIABLE: Notations
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
can only take a finite number
of distinct values
DISCRETE RANDOM VARIABLE
countable
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
can assume an infinite number
of values in an interval between
two specific values.
CONTINUOUS RANDOM VARIABLE
measurable
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
measurable
countable
infinite
finite
nonnegative
whole
numbers
fractions and
decimals
DISCRETE CONTINUOUS
VS
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
If the example illustrates a discrete
random variable, type “D”.
If the example illustrates a continuous
random variable, type “C”.
DISCRETE VS CONTINUOUS
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
5
4
the number of electric fans in
your house
3
DISCRETE or CONTINUOUS
2
1
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
amount of street food
consumed by Nicholasians per
day
DISCRETE or CONTINUOUS
5
4
3
2
1
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
the number of friends a person
can have
DISCRETE or CONTINUOUS
5
4
3
2
1
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
the number of beautiful
female students in SHS in
San Nicholas III, Bacoor
City, Cavite
DISCRETE or CONTINUOUS
5
4
3
2
1
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
the weight of all male students
in this class
DISCRETE or CONTINUOUS
5
4
3
2
1
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
Determine whether the random variable X orY is
discrete or continuous.
1. X = number of players in a randomly selected PBA team
2.Y = the height in inches of a randomly selected person
inside the coffee shop
3. X = the number of things in your personal collection
4.Y = the number of COVID-19 tests done in a randomly
selected day
5. X = the amount in pesos of fund allegedly stolen by
former officials of a randomly selected government agency
Statistics and Probability • PRINCESS P. DIPASUPIL
• Special ScienceTeacher I
Determine whether the random variable X orY is
discrete or continuous.
1. X = number of players in a randomly selected PBA
team
2.Y = the height in inches of a randomly selected
person inside the coffee shop
3. X = the number of things in your personal collection
4.Y = the number of COVID-19 tests done in a
randomly selected day
5. X = the amount in pesos of fund allegedly stolen by
former officials of a randomly selected government
agency
• discrete
• continuous
• discrete
• discrete
• continuous

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Random Variable (Discrete and Continuous)

  • 1. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I RandomVariable: Discrete & Continuous Statistics and Probability PRINCESS P. DIPASUPIL Special ScienceTeacher I
  • 2. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I STATISTICAL EXPERIMENT activity outcome/s any activity that produces outcomes
  • 3. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I a process that will generate data where the outcomes have a corresponding chance of occurrence. STATISTICAL EXPERIMENT
  • 4. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I SAMPLE SPACE the set of all possible outcomes
  • 5. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I What is the sample space? tossing a die 𝑆 = 1,2,3,4,5,6
  • 6. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I What is the sample space? tossing two coins
  • 7. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I What is the sample space? Tossing a coin and a die
  • 8. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I Drawing a jack from standard deck of cards What is the SAMPLE SPACE? S={J♠, J♣, J⧫, J♥}
  • 9. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I What is the sample space? tossing a pair of dice S={ 11 21 31 41 51 61 12 22 32 42 52 62 13 23 33 43 53 63 14 24 34 44 54 64 15 25 35 45 55 65 16 26 36 46 56 66}
  • 10. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I What is the sample space? spinning this wheel
  • 11. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I What is the sample space? getting a sum of 7 when a pair of dice is tossed
  • 12. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I RANDOM VARIABLE a variable whose possible values are determined by chance
  • 13. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I typically represented by an uppercase letter, usually X, while its corresponding lowercase letter, x, is used to represent one of its values RANDOM VARIABLE
  • 14. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I X Random Variable x Value of a Random Variable RANDOM VARIABLE: Notations
  • 15. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I can only take a finite number of distinct values DISCRETE RANDOM VARIABLE countable
  • 16. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I can assume an infinite number of values in an interval between two specific values. CONTINUOUS RANDOM VARIABLE measurable
  • 17. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I measurable countable infinite finite nonnegative whole numbers fractions and decimals DISCRETE CONTINUOUS VS
  • 18. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I If the example illustrates a discrete random variable, type “D”. If the example illustrates a continuous random variable, type “C”. DISCRETE VS CONTINUOUS
  • 19. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I 5 4 the number of electric fans in your house 3 DISCRETE or CONTINUOUS 2 1
  • 20. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I amount of street food consumed by Nicholasians per day DISCRETE or CONTINUOUS 5 4 3 2 1
  • 21. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I the number of friends a person can have DISCRETE or CONTINUOUS 5 4 3 2 1
  • 22. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I the number of beautiful female students in SHS in San Nicholas III, Bacoor City, Cavite DISCRETE or CONTINUOUS 5 4 3 2 1
  • 23. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I the weight of all male students in this class DISCRETE or CONTINUOUS 5 4 3 2 1
  • 24. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I Determine whether the random variable X orY is discrete or continuous. 1. X = number of players in a randomly selected PBA team 2.Y = the height in inches of a randomly selected person inside the coffee shop 3. X = the number of things in your personal collection 4.Y = the number of COVID-19 tests done in a randomly selected day 5. X = the amount in pesos of fund allegedly stolen by former officials of a randomly selected government agency
  • 25. Statistics and Probability • PRINCESS P. DIPASUPIL • Special ScienceTeacher I Determine whether the random variable X orY is discrete or continuous. 1. X = number of players in a randomly selected PBA team 2.Y = the height in inches of a randomly selected person inside the coffee shop 3. X = the number of things in your personal collection 4.Y = the number of COVID-19 tests done in a randomly selected day 5. X = the amount in pesos of fund allegedly stolen by former officials of a randomly selected government agency • discrete • continuous • discrete • discrete • continuous