Objective - To understand experimental probability

Similar documents
Theoretical Probability (pp. 1 of 6)

13-5 Probabilities of Independent and Dependent Events

Permutation. Permutation. Permutation. Permutation. Permutation

Grade 7 Math- Midterm Review Answer Key

P (A) = P (B) = P (C) = P (D) =

MEP Primary Practice Book 5b a) Use a ruler to draw the required parts of this 10 cm line segment. i) ii) iii) iv) 1 unit

Probability Long-Term Memory Review Review 1

Machine Learning CMPT 726 Simon Fraser University. Binomial Parameter Estimation

Probability and Statistics. Joyeeta Dutta-Moscato June 29, 2015

green, green, green, green, green The favorable outcomes of the event are blue and red.

9. DISCRETE PROBABILITY DISTRIBUTIONS

Probability and Statistics. Terms and concepts

5.5 PROBABILITY AS A THEORETICAL CONCEPT

Probability and Independence Terri Bittner, Ph.D.

algebraic expression angle exponent equation Vocabulary Flash Cards Review Review Review Review Review Review Big Ideas Math Red

= = The number system. Module. Glossary Math Tools... 37

Mathematics 8 Review 1 Square Roots. Practice: When a number is multiplied by itself, you square the number. The product is a perfect square.

MAT Mathematics in Today's World

Chapter 1 Test Review

Toss 1. Fig.1. 2 Heads 2 Tails Heads/Tails (H, H) (T, T) (H, T) Fig.2

Section 7.1 Experiments, Sample Spaces, and Events

Name: Geometry & Intermediate Algebra Summer Assignment

Presentation on Theo e ry r y o f P r P o r bab a il i i l t i y

Probability Rules. MATH 130, Elements of Statistics I. J. Robert Buchanan. Fall Department of Mathematics

Chapter 11 Introduction to probability

ECE 340 Probabilistic Methods in Engineering M/W 3-4:15. Lecture 2: Random Experiments. Prof. Vince Calhoun

1/18/2011. Chapter 6: Probability. Introduction to Probability. Probability Definition

Lecture 3 Probability Basics

Chapter 6: Probability The Study of Randomness

Question Bank In Mathematics Class IX (Term II)

Probability Pearson Education, Inc. Slide

b. Find P(it will rain tomorrow and there will be an accident). Show your work. c. Find P(there will be an accident tomorrow). Show your work.

Applied Mathematics 12 Selected Solutions Chapter 1

I - Probability. What is Probability? the chance of an event occuring. 1classical probability. 2empirical probability. 3subjective probability

Semester 2 Final Exam Review Guide for AMS I

6.2 Introduction to Probability. The Deal. Possible outcomes: STAT1010 Intro to probability. Definitions. Terms: What are the chances of?

Statistics is the study of the collection, organization, analysis, interpretation and presentation of data.

Example: What number is the arrow pointing to?

UNIT 5 ~ Probability: What Are the Chances? 1

6. For any event E, which is associated to an experiment, we have 0 P( 7. If E 1

The probability of an event is viewed as a numerical measure of the chance that the event will occur.

Econ 371 Problem Set #1 Answer Sheet

Probability theory basics

IDAHO EXTENDED CONTENT STANDARDS MATHEMATICS

Discrete Probability Distribution Tables

4/17/2012. NE ( ) # of ways an event can happen NS ( ) # of events in the sample space

Term Definition Example Random Phenomena

CHAPTER 5 Probabilistic Features of the Distributions of Certain Sample Statistics

Name: Firas Rassoul-Agha

Baye s theorem. Baye s Theorem Let E and F be two possible events of an experiment, then P (F ) P (E F ) P (F ) P (E F ) + P (F ) P (E F ).

Assignment 5 SOLUTIONS. Part A Getting a 3 or less on a single roll of a 10-Sided Die. 2. Printout of the first 50 lines of your four data columns.

Minnesota Comprehensive Assessments-Series III

Total. Name: Student ID: CSE 21A. Midterm #2. February 28, 2013

Probability Year 9. Terminology

Random processes. Lecture 17: Probability, Part 1. Probability. Law of large numbers

Random Variable. Discrete Random Variable. Continuous Random Variable. Discrete Random Variable. Discrete Probability Distribution

Sections 5.1 and 5.2

Isotopes and Atomic Mass

Algebra 1 End of Course Review

Review Basic Probability Concept

MATH STUDENT BOOK. 12th Grade Unit 9

Probability Year 10. Terminology

Chapter. Probability

Basic Concepts of Probability

Integers include positive numbers, negative numbers, and zero. When we add two integers, the sign of the sum depends on the sign of both addends.

Topics in Discrete Mathematics

UNIT Explain about the partition of a sampling space theorem?

Today we ll discuss ways to learn how to think about events that are influenced by chance.

Section 7.2 Definition of Probability

Hypothesis Testing with Z and T

Section 7.1 Properties of the Normal Distribution

THANK YOU FOR YOUR PURCHASE!

Useful for Multiplication Rule: When two events, A and B, are independent, P(A and B) = P(A) P(B).

Day What number is five cubed? 2. A circle has radius r. What is the formula for the area of the circle?

MULTIPLE CHOICE. Choose the one alternative that best completes the statement or answers the question.

90 counter-clockwise ( ) about the origin to create A B C

Announcements. Lecture 5: Probability. Dangling threads from last week: Mean vs. median. Dangling threads from last week: Sampling bias

AMS7: WEEK 2. CLASS 2

Simulation Modeling. Random Numbers

L14. 1 Lecture 14: Crash Course in Probability. July 7, Overview and Objectives. 1.2 Part 1: Probability

To the Students Taking Algebra at Sartartia Middle School for the School Year:

Lecture Slides. Elementary Statistics Eleventh Edition. by Mario F. Triola. and the Triola Statistics Series 4.1-1

Lesson One Hundred and Sixty-One Normal Distribution for some Resolution

Name: Exam 2 Solutions. March 13, 2017

Event A: at least one tail observed A:

Ch 14 Randomness and Probability

Math 243 Section 3.1 Introduction to Probability Lab

LECTURE 1. 1 Introduction. 1.1 Sample spaces and events

Have fun & we ll see you in August!

Basic Statistics and Probability Chapter 3: Probability

Lecture 8: Conditional probability I: definition, independence, the tree method, sampling, chain rule for independent events

Recursive Estimation

Conditional Probability (cont...) 10/06/2005

Solutionbank S1 Edexcel AS and A Level Modular Mathematics

Denker FALL Probability- Assignment 6

6.3 Bernoulli Trials Example Consider the following random experiments

3301/1I. General Certificate of Secondary Education June MATHEMATICS (SPECIFICATION A) 3301/1I Intermediate Tier Paper 1 Non-Calculator

Random variables (section 6.1)

Chinle USD CURRICULUM GUIDE SUBJECT: MATH GRADE: 8th TIMELINE: 3 rd quarter

Lecture notes for probability. Math 124

Transcription:

Objective - To understand experimental probability

Probability THEORETICAL EXPERIMENTAL Theoretical probability can be found without doing and experiment. Experimental probability is found by repeating an experiment and observing the outcomes.

Probability Theoretical # of favorable outcomes # of possible outcomes Experimental # of successess # of trials P ( boy ) = boy boy or girl P ( boy ) = actual #of boys born actual # of babies P ( boy ) = 1 2 - Based on equally likely outcomes P ( boy ) = 1.691,384 3,288,536 P( boy )» 0.514» 51.4% - Based on actual past events.

How can you tell which is experimental and which is theoretical probability? Experimental: You tossed a coin 10 times and recorded a head 3 times, a tail 7 times P(head)= 3/10 P(tail) = 7/10 Theoretical: Toss a coin and getting a head or a tail is 1/2. P(head) = 1/2 P(tail) = 1/2

THEORETICAL PROBABILITY I have a quarter My quarter has a heads side and a tails side Since my quarter has only 2 sides, there are only 2 possible outcomes when I flip it. It will either land on heads, or tails HEADS TAILS

THEORETICAL PROBABILITY When I flip my coin, the probability that my coin will land on heads is 1 in 2 What is the probability that my coin will land on tails?? HEADS TAILS

Theoretical Probability Right!!! There is a 1 in 2 probability that my coin will land on tails!!! A probability of 1 in 2 can be written in three ways: As a fraction: ½ HEADS As a decimal:.50 As a percent: 50% TAILS

Theoretical probability When I spin this spinner, I have a 1 in 4 chance of landing on the section with the red A in it. A A A A

Theoretical Probability A 1 in 4 chance can be written 3 ways: As a fraction: ¼ As a decimal:.25 As a percent: 25% A A A A

Theoretical Probability I have three marbles in a bag. 1 marble is red 1 marble is blue 1 marble is green I am going to take 1 marble from the bag. What is the probability that I will pick out a red marble?

Theoretical Probability Since there are three marbles and only one is red, I have a 1 in 3 chance of picking out a red marble. I can write this in three ways: As a fraction: 1/3 As a decimal:.33 As a percent: 33%

Experimental Probability Experimental probability is found by repeating an experiment and observing the outcomes.

Experimental Probability Remember the bag of marbles? The bag has only 1 red, 1 green, and 1 blue marble in it. There are a total of 3 marbles in the bag. Theoretical Probability says there is a 1 in 3 chance of selecting a red, a green or a blue marble.

Marble number red blue green 1 1 2 3 4 5 6 Experimental Probability Draw 1 marble from the bag. It is a red marble. Record the outcome on the tally sheet

Experimental Probability Put the red marble back in the bag and draw again. This time your drew a green marble. Record this outcome on the tally sheet. Marble number red blue green 1 1 2 1 3 4

Experimental Probability Place the green marble back in the bag. Continue drawing marbles and recording outcomes until you have drawn 6 times. (remember to place each marble back in the bag before drawing again.)

Experimental Probability After 6 draws your chart will look similar to this. Look at the red column. Of our 6 draws, we selected a red marble 2 times. Marble number red blue green 1 1 2 1 3 1 4 1 5 1 6 1 Total 2 1 3

Experimental Probability The experimental probability of drawing a red marble was 2 in 6. This can be expressed as a fraction: 2/6 or 1/3 a decimal :.33 or a percentage: 33% Marble number red blue green 1 1 2 1 3 1 4 1 5 1 6 1 Total 2 1 3

Experimental Probability Notice the Experimental Probability of drawing a red, blue or green marble. Marble number red blue green 1 1 2 1 3 1 4 1 5 1 6 1 Total 2 1 3 Exp. Prob. 2/6 or 1/3 3/6 or 1/6 1/2

Comparing Experimental and Theoretical Probability Look at the chart at the right. Is the experimental probability always the same as the theoretical probability? red blue green Exp. Prob. 1/3 1/6 1/2 Theo. Prob. 1/3 1/3 1/3

Comparing Experimental and Theoretical Probability In this experiment, the experimental and theoretical probabilities of selecting a red marble are equal. red blue green Exp. Prob. 1/3 1/6 1/2 Theo. Prob. 1/3 1/3 1/3

Comparing Experimental and Theoretical Probability The experimental probability of selecting a blue marble is less than the theoretical probability. The experimental probability of selecting a green marble is greater than the theoretical probability. red blue green Exp. Prob. 1/3 1/6 1/2 Theo. Prob. 1/3 1/3 1/3

Experimental probability Experimental probability is found by repeating an experiment and observing the outcomes. P(head)= 3/10 A head shows up 3 times out of 10 trials, P(tail) = 7/10 A tail shows up 7 times out of 10 trials

Event - Spinning the spinner Outcome - A possible result Probability = # of favorable outcomes # of possible outcomes Find the probability of each event. 1 5 1. P(7)= 3. P(# <6)= 8 8 4 2. P(even #)= 4. P(#>4)= 8 = 1 1 2 2

Compare experimental and theoretical probability Both probabilities are ratios that compare the number of favorable outcomes to the total number of possible outcomes P(head)= 3/10 P(tail) = 7/10 P(head) = 1/2 P(tail) = 1/2

QUADRILATERALS Theoretical Probability Experimental Probability

QUADRILATERALS Theoretical Probability what is expected to happen Experimental Probability result of an experiment probability are ratios that compare the number of favorable outcomes to the total number of possible outcomes

Identifying the Type of Probability A bag contains three red marbles and three blue marbles. P(red) = 3/6 =1/2 Theoretical (The result is based on the possible outcomes)

Identifying the Type of Probability Trial Red Blue 1 1 2 1 3 1 4 1 5 1 6 1 Total 2 4 You draw a marble out of the bag, record the color, and replace the marble. After 6 draws, you record 2 red marbles P(red)= 2/6 = 1/3 Experimental (The result is found by repeating an experiment.) Exp. Prob. 1/3 2/3