The document discusses statistics and probability concepts, focusing on random variables which can be discrete or continuous. It defines statistical experiments, sample spaces, and provides examples of determining the nature of various random variables. The content is intended for educational purposes, targeting understanding of basic statistical principles.
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