Math with Ms Li

Hello! If you're looking for a fun and engaging activity for your Statistics Class this Halloween or fall season, this activity is great! My students enjoy getting the opportunity to eat candy as they work on some real-world statistical applications. The activity requires students to collect data, share data with their peers, and analyze the data. They will be working on creating a five number summary and analyzing/drawing box plots. You will need to purchase candy for this activity. Please reac

Hello, If you're looking for an activity for your AP Statistics students to do after AP testing, this is a good project to occupy 2-3 weeks of time. The project can be done in groups or individually. The project allows students to pick a topic of their choice and conduct a 1 or 2 sample hypothesis test and confidence interval. It's a relatively low-demand project that can be completed in about 4-5 hours of time.

If you are looking for a cumulative project that summarizes the three topics relating to: one-variable data analysis, two-variable data analysis, and sampling methods, this is a great project to provide to your regular or AP Statistics students. Topics covered in this project include normal distributions, scatterplots, correlation, regression analysis, sampling methods, sampling biases, and statistical thinking. It covers Unit 1, Unit 2, and Unit 3 materials in the AP Statistics suggested course

This bundle compiles projects for AP Statistics and High School Statistics Projects. If you're looking for more detailed descriptions of each project, check out my shop! The projects cover data collection, normal distributions, regression analysis, inference procedures, and more.

This bundle has a lesson plan on normal distributions and random variables. It teaches students about discrete and continuous variables, the empirical rule, normal distributions, binomial probabilities, and more. It also includes an end-of-lesson project that you can use as an assessment for students to reflect on their learning. The project requires students to collect data, organize and analyze the data, and then use the data to create bell curves and more. The quiz can be assigned mid-chapter

Hello! Are you a teacher that uses StatsMedic for AP Statistics? If you're like me and like to teach the lesson along with a powerpoint or tablet, this completed lesson guide will be useful for you! The PDF/PPT has time stamps for the activity, big idea content such as vocabulary, and practice problems to work on with your class. This lesson is specifically for all activities in StatsMedic related to Chapter 1: Data Analysis. For the complete UNIT 1 lessons (Chapter 1 and Chapter 2), check out m

Hi! If you're looking for an interactive class activity on margin of error and confidence intervals, this is a fun and engaging 1-2 hour long activity you can do with your students. It will require students to collect data and use the data to create their own confidence intervals. Each section has sentence frames that students can use to guide their thinking, along with check-points that teachers can use to bring the class back whole-group and/or check for student accountability. I've used this

Hi! This worksheet is an hour long activity that you can do with your high school statistics class. Students will be collecting class data, creating a two-way frequency table, and using the table to make a segmented bar graph. Checkpoints are embedded in the activity for the teacher to keep students accountable for completing work. Answer key is included.

Hello! This is a summer homework packet for AP Statistics. The homework consists of two parts: Guided reading questions for the book "How to Lie with Statistics" by Darrell Huff and a foundational math practice portion (it's review for basic math skills that will be used in AP Statistics). There are examples with solutions included in the math portion. If you don't have a physical copy of the book, I attached a free digital copy to the document. The packet is editable, so you may make changes

Hi! This activity will take 40 minutes to 1 hour to complete. It requires students to collect data from their classmates and use the data to do a regression analysis. The activity provides a statistical analysis website plus instructions for students to do regression analysis calculations. The materials students will need include a computer. Optional materials include a calculator. This activity can be provided on Google Classroom or printed as a physical copy for students to write on (preferre

Hi! This worksheet is for High School statistics. It requires students to use a set of data to calculate a five number summary and identify if there are outliers in the set of data. Instructions are included on the worksheet for students to follow and reference, in case they need to recall information to access the materials. Answer key is included.

Hello! If you are looking for a statistics activity to review how to find quartiles, percentiles, and z scores, this is a good hour or hour and a half long activity to do with your class. It also requires students to create box plots. Good and simple activity for an elementary statistics class and a wrap up activity before a chapter test. More about the project: You will need pennies (or have students get them). Students will conduct a quick 5 minute activity with the pennies. This data will be

Hi! This bundle includes the full lesson for two-variable data and activities to supplement the lesson. It also includes a full project and a graphic organizer for students to use throughout the chapter to supplement their learning on scatter plots, regression lines, and correlation. Please see each individual activity/resource for a more in-depth description of each. This lesson covers regression lines, scatter plots, correlation, and how each are changed depending on outliers/new additions to

This is a lesson (on powerpoint) about statistical distributions. The lesson includes practice problems and vocabulary relating to dot plots, stem plots, and describing/comparing statistical distributions. This is for secondary math (high schoolers). It includes some data collection activities and requires students to get involved in the lesson. If you teach with a tablet, iPad, or smart board, this template is writing-friendly. You can write on the presentation or edit it as you need for your c

Hi folks! This resource is a graphic organizer that you can use with any AP class that has a free-response section. For me, I use it in my AP Statistics class. The graphic organizer allows students to analyze each question on the FRQ section before answering the question. What topic do they need to know prior to answering the question? After students answer the question, they will compare their solutions to the rubric to see what they are missing or what they did well.

Ae your students struggling with describing statistical distributions on their free responses? This document includes a cheat sheet, info sheet, graphic organizer, and sentence stems that students can use to craft their responses for a 4 (at least on that question) on their responses. It includes example responses. This is aligned to the AP Statistics Exam and can be used for Introduction to Statistics too. It is accommodated for students with IEPs or in need of language supports. This can be pr

Updated as of 5/28: With Think-Write-Pair-Shares and more guided practice during the lesson. This is a guided lesson on normal distributions and random variables. The lesson walks students through examples on how to identify discrete and continuous variables. It also goes over normal distributions, the empirical rule, and how to find z-scores. This lesson includes examples that you can use to walk students through the problems. If you teach with a tablet, iPad, or a Smart board, this lesson is

Hello! This is a lesson (powerpoint) on two-variable data. It includes vocabulary and guided practice on how to create scatter plots, calculate and interpret correlation, and write regression lines. This lesson should span through two weeks. You can find supplementary activities to this lesson on my storefront! If you teach StatsMedic, it's aligned to the cadence of StatsMedic lessons and activities. This resource is best downloaded to Google Drive and then edited as needed for your students.

Hello! If you're looking for a study guide for your AP Statistics or Elementary Statistics students, this is a great resource! It's an info sheet of all the common sampling methods, along with the steps for how to conduct each sampling method. It also includes information on what type of sampling biases arise, and whether each sampling method collects data that has high or low bias. It serves well as a review guide before a chapter test, the AP Statistics exam, or just as a general lesson overvi

If you're following my series of PowerPoints for the Stats Medic or Math Medic curriculum, this resource is for you. The PowerPoint includes the ENTIRE sequence of activities, notes, and lessons aligned to Unit 2: Modeling Data in the Stats Medic curriculum for AP Statistics. The resource is a Microsoft PowerPoint, so feel free to edit the cadence of activities as you need. Each block is separated by a warm-up slide so you'll know when the PowerPoint ends for each class period (if your school ha