School: Pre-service Teacher: Teaching Dates and Time: Grade Level / Section: 11- MAXTHON/ 11- NETSCAPE/ 11- YANDEX STATISTICS AND PROBABILITY Learning Area: DAILY LESSON PLAN I.OBJECTIVES A. Content Standards: INOCENCIO V. FERRER MEMORIAL SCHOOL OF FISHERIES LLOYD DEXTER D. ALLA Quarter: THIRD QUARTER/SECOND SEMESTER The learner demonstrates an understanding of key concepts of random variables and probability distributions. B. Performance Standards: The learner is able to apply an appropriate random variable for a given real-life problem (such as in decision-making and games of chance). C. Learning Competencies/ Objectives: Calculates the standard deviation of a discrete random variable. (M11/12SP-IIIb-2) Write the LC Code for each II. CONTENT MEASURES OF VARIABILITY (STANDARD DEVIATION) III. LEARNING RESOURCES A. REFERENCES 1. Teacher’s Guide pages 2. Learner’s Material pages 3. Textbook Pages 4. Additional Materials from Learning Resource (LR) portal B. Other Learning Resources IV. PROCEDURES A. Preparatory Activities B. Reviewing Previous Lesson or Presenting the New Lesson Mathematics Learner’s Material General Statistics 3rd Edition (pp 88-90) E- Math Worktext https://youtu.be/gpKEfVZlPj4 PRAYER GREETINGS CHECKING OF ATTENDANCE REVIEW Recall the Mode of Ungrouped and Grouped Data What is the mode? The mode is the most occurred value/ number of observations which is often the most. C. Establishing a Purpose for the Lesson D. Presenting Examples/Instances of the Lesson What are the four types of modes? Unimodal- only one mode Bimodal- two modes Trimodal- three modes Multimodal- three or more modes. What is the formula for the mode for grouped data? 𝑑1 𝑥̂ = 𝐿𝐵𝑚𝑜 + ( )𝑖 𝑑1 + 𝑑2 Where: 𝑥̂- mode 𝐿𝐵𝑚𝑜 - lower boundary of the modal class 𝑑1 - difference between the frequency of the class below the modal class 𝑑2 - difference between the frequency of the class above the modal class 𝑖- interval/ class What are the steps in finding the mode using grouped data with the given frequency and class interval? 1. Determine the modal class. 2. Determine the lower boundary of the modal class. 3. Find the differences 𝑑1 and 𝑑2 . 4. Determine the interval or class width. 5. Substitute the given values to the formula for the mode. (The students read the objectives) By the end of this lesson, the students should be able to: define standard deviation, relate the importance of standard deviation, and solve the standard deviation using ungrouped data. Activity 1 The teacher prepares the WORD PUZZLE on the board. From the puzzle, find and encircle the words that are usually used in statistics. And I will choose 5 students to come in front to find and encircle the words. Q W E R T Y U I O P L M A S D F G H J K E Z X C R V B N M Q D W E N R A T Y M U I I O A P A N S O D A F G E H J K G D L N Z X M C V B N E M A S D F G H J K L Q W F R E Q U E N C Y E T Y U I O P A S R The teacher prepares the video about the standard deviation. D. Discussing New Concepts and Practicing New Skills #1 (The teacher will ask the students about the video.) MEASURES OF VARIABILITY Standard Deviation - is the measure of the variability of a set of data in terms of the amounts by which the individual values differ from their mean. - A high standard deviation means that values are generally far from the mean, while a low standard deviation indicates that values are clustered close to the mean. The formula of the standard deviation of ungrouped data is: ∑(𝑥 − 𝑥̅ )2 𝑆=√ 𝑛 Where: S= standard deviation 𝑥 - observed value 𝑥̅ – mean (𝑥 − 𝑥̅ )- deviation from mean ∑(𝑥 − 𝑥̅ )2 – sum of squared deviation n- number of observation/ cases Steps to find the standard deviation: 1. Find the mean of the given values. (𝑥̅ = 2. 3. 4. 5. 𝛴𝑥 ) 𝑛 Find the deviation of each value from the mean. Square each deviation from Step 2. Find the sum of the squared deviation in Step 3. Substitute the given values in the formula of standard deviation. Example 1: Find the standard deviation of the following set of data. The following scores in Math 9 exams are: 40, 45, 55, 65, 70, 75, 80, 85, 90, and 95. 𝑥 40 45 55 65 70 75 80 85 90 95 Σ𝑥 = 700 (𝑥 − 𝑥̅ ) -30 -25 -15 -5 0 5 10 15 20 25 𝛴𝑥 𝑛 700 = 10 𝑥̅ = 70 (𝑥 − 𝑥̅ )2 900 625 225 25 0 25 100 225 400 625 ∑(𝑥 − 𝑥̅ )2 = 3150 ∑(𝑥 − 𝑥̅ )2 𝑆=√ 𝑛 𝑥̅ = 3150 =√ 10 = √315 ≈ 17.75 𝑆 = 18 E. Discussing New Concepts and Practicing New Skills #2 Let’s have another example. Find the standard deviation of the following data: 8, 9, 10, 12, 17, 18, 18, 19, 20, 21 𝑥 8 9 10 12 17 18 18 19 20 21 Σ𝑥 = 152 𝛴𝑥 𝑛 152 = 10 𝑥̅ = 15.2 𝑥̅ = (𝑥 − 𝑥̅ ) -7.2 -6.2 -5.2 -3.2 1.8 2.8 2.8 3.8 4.8 5.8 (𝑥 − 𝑥̅ )2 51.84 38.44 27.04 10.24 3.24 7.84 7.84 14.44 23.04 33.64 ∑(𝑥 − 𝑥̅ )2 = 217.6 ∑(𝑥 − 𝑥̅ )2 𝑆=√ 𝑛 217.6 =√ 10 = √21.76 ≈ 4.67 𝑆=5 F. Developing Mastery (Leads to Formative Assessment 3) G. Finding Practical Applications of Concepts and Skills in Daily Living Let’s have a seatwork. Answer in 10 minutes. Find the standard deviation of the following data: 3, 10, 21, 12 and 4. This time, let us proceed with our next activity. Activity 2 The class will be divided into two groups. Each group must have a group leader to present your work. The teacher will provide manila paper and a pen per group. Each group will only be given 15 minutes to do the activity and then 5 minutes to present their work. Find the standard deviation of the given data sets. Group 1: The ages of the 6 Math instructors in ABC College are : 50, 39, 40, 45, 38, 40. Group 2: The grades of 5 students in Calculus are : 85, 89, 94, 84 and 83. Group 3: The scores of Science test are: 90, 89, 95 and 88. Rubric: Criteria Accuracy H. Making Generalizations and Abstractions about the Lesson 10 7 All computations are Some computations accurate and are erroneous and complete. incomplete Legibility Neat and visible at the Neat but not visible back. Cooperation All the members are Some of the members cooperate are ccoperate Oral Presentation The group leader The group leader speaks very clearly speaks clearly and and well-explained slightly explained The teacher will ask recap questions about the lesson. 5 Most computations are erroneous and incomplete Messy and not visble. Most of the members are not ccoperate The group leader speaks not clear and no explanation. 1. What is standard deviation? Standard Deviation- is the measure of the variability of a set of data in terms of the amounts by which the individual values differ from their mean. 2. What is the formula for the standard deviation? ∑(𝑥 − 𝑥̅ )2 𝑆=√ 𝑛 Where: S= standard deviation 𝑥 - observed value 𝑥̅ – mean (𝑥 − 𝑥̅ )- deviation from mean ∑(𝑥 − 𝑥̅ )2 – sum of squared deviation n- number of observation/ cases 3. What are the steps to find the standard deviation? Find the mean of the given values. (𝑥̅ = 𝛴𝑥 ) 𝑛 Find the deviation of each value from the mean. Square each deviation from Step 2. Find the sum of the squared deviation in Step 3. Substitute the given values in the formula of standard deviation. 4. Why is standard deviation important in real- life? Possible Answer: Standard deviation is important in real-life because it is important to find on how extend or gap in the data. In other fields, standard deviation is useful when getting the extend and homogeneity of the area. I. Evaluating Learning (1 whole) Find the standard deviation of the following set of data. (20 points) J. Additional Activities for Application or Remediation The scores of 7 students in Basic Calculus exam are: 46, 39, 42, 37, 45, 50, 51 The class will be divided into six groups. Each group will assign a grade level and sections. You can ask the class advisers of each section about the number of students. Then find the standard deviation of students per grade level.. Complete the table below and show your solution. Write it on short-sized bondpaper. Group 1- Grade 12 Names of Group Members: Grade 12 Sections Number of Students Group 2- Grade 7 Names of Group Members: Grade 7 Sections Number of Students Group 3- Grade 9 Names of Group Members: Grade 9 Sections Number of Students Group 4- Grade 10 Names of Group Members: Grade 10 Sections Number of Students Group 5- Grade 8 Names of Group Members: Grade 8 Sections Number of Students Group 6- Grade 11 Names of Group Members: Grade 11 Sections REMARKS V. REFLECTION A. No. of learners who earned 80% on the formative test B. No. of learners who require additional activities for remediation C. Did the remedial lessons work? No. of learners who have caught up with lesson D. No. of learners who continue to require remediation E. Which of my teaching strategies worked well? Why did this work? F. What difficulties did I encounter which my principal or supervisor can help me solve? G. What innovation or localized materials did I use/discover which I wish to share with other teachers? Number of Students