# Advanced statistics teaching resources: Regression

Resources and ideas for mathematics, advanced statistics, regression, written by teachers to support teaching and learning

#### IB Maths Studies SL - Complete Notes

About 30 pages of neatly handwritten notes for the course for Maths Studies, as well as a revision checklist. You can download Topic 1 on its own for free if you want to take a look.

#### IB Maths SL - Complete Notes

Complete neatly handwritten notes for the whole course of IB Mathematics SL, as well as a revision checklist. The first topic alone is free, if you would like to see what it's like.

#### IB Maths SL - Topic 5 Statistics - Notes

Handwritten notes on topic 5 that I did for my IB students:5.1 - Basics5.2 - Averages/Dispersion5.3 - Cumulative Frequency5.4 - Correlation5.5 - Probability5.6 - Combined Events5.7 - Discrete Random Variables5.8 - Binomial Distribution5.9 - Normal Distribution

#### IB Maths Studies SL - Topic 4 - Statistical Applications - Notes

Handwritten Maths Studies notes that I wrote for my students:- Correlation/regression- Chi-squared testing- Normal Distribution

#### S1 All 6 videos covering the main calculator techniques for AQA (statistics) on the Casio fx-9750gII

All 6 short videos covering the main calculator techniques for AQA S1 (statistics) on the Casio fx-9750gIIAn excellent resource to make available to students leading up to their AQA S1 exam.Each video is approximately 5 minutes long.

#### Statistics 1 (Edexcel) Revision

Here is my power point trying to structure questions for S1 from past papers. I have split the paper into 5 sections and tried to group questions together. All solutions are given at a click. For use by giving to pupils and leaving them to it, or working through topics as a class. Every question from 2006-present. Also works extremely well on iPads.
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#### Statistics: Complete (S1) Bundle - designed for Edexcel, but suitable for all S1 courses

Designed to teach all the main aspects of the S1 statistics course. Designed for the Edexcel syllabus, but suitable for all different S1 syllabus's. NOTE: Feel free to browse my shop for more excellent free and premium resources and as always please rate and feedback, thanks.

#### Interactive Workbooks

Buy the bundle and save over 60%. This is the wonderful collection of fourteen interactive workbooks, with thousands of possibilities, so you and your students are getting an amazing deal. These interactive resources have been successfully used as starters, plenaries, breakouts, inclusion, differentiation, extensions, peer-to-peer learning, as rich learning points, and to get students speaking, reflecting, and predicting, talking about their work and its applications in and outside the school. Buy them, try them and thrive. Incredible.

#### Interactive Workbook Correlation

Part of a wonderful collection of interactive workbooks, this one is about Correlation. There are thousands of possibilities in each workbook, so for about the cost of a cup of coffee, you and your students are getting an amazing deal. These interactive resources have been successfully used as starters, plenaries, breakouts, inclusion, differentiation, extensions, peer-to-peer learning, as rich learning points, and to get students speaking, reflecting, and predicting, talking about their work and its applications in and outside the school. Buy them, try them and thrive. Incredible.

#### Mathematics Statistics 1 Lessons

Mathematics Statistics 1 LessonsThis is a set of lessons for S1 Statistics 1 A level Mathematics. The resources includes Powerpoints.Powerpoint include:Learning objectivesQuestions on the topicImportant information written in red boxes to scaffold learning. Topics:IntroductionAveragesMeasures of SpreadCorrelationRegression ProbabilityBinomialNormal TheoryConfidence Interval Revision PoissonI hope you enjoy these lessons, they can be used in the following ways:To deliver a course with reduced planning but not reducing quality of the lesson.As a basis for an observation lesson to save time preparing resources.To give to students for out of lesson learning.To support teachers who are new to this topic, again to reduce planning time.As a bases for your own lessons where you can include exam questions to each presentation.As an activity where the questions can be printed and cut out.

#### Meassuring Correlation, The Pearson product-moment correlation coefficient

Power Point presentation, 17 slides, Explaining how to use the Pearson product-moment correlation coefficient to calculate the correlation of data, It shows how to calculate it using the formula and how to use the GDC to calculate it , based on IB Standard Level Syllabus. For a preview of the power point copy the following link on your browser: https://drive.google.com/file/d/0B8z00qLZV7OlcDN0WEdIVjFkT1U/view?usp=sharing

#### Least square regression

Power Point presentation, 15 slides, Explaining how to calculate a least squares regression line using the formula and the GDC , based on IB Standard Level Syllabus. For a preview of the power point copy the following link on your browser: https://drive.google.com/file/d/0B8z00qLZV7OlT1RZc1Q0aVN3bGs/view?usp=sharing

#### AQA Statistics 1 on a page

Revision sheet for AQA Statistics 3. Could be printed out A4 to use as a revision aide-memiore or A3 to use as a poster.

#### Statistics: (S1) Coding or making the variance or mean easier (+ rule sheet)

This is a teaching resource to help pupils understand coding and the basics of linear adjustments/combinations and how to calculate back and forward from the original data to the coded data. It comes with a good starter, a look at re-arranging and then why coding is used and how it is used. Links to past exam questions, however, it does not come with lots of questions as at that point of practice, I use our S1 textbook. Also a rule sheet handout!NOTE: Feel free to browse my shop for more free and premium resources and as always please rate and feedback, thanks.

#### Statistics: (S1) Product Moment Correlation Coefficient (PMCC) + Resources

This is normally a lesson that I do over one double period (1.5 hours). Recently UPDATED!!I have used the PowerPoint slides to structure the lessons, from beginning to end. It comes with a starter (quick look back at scatter diagrams) and then onto what the PMCC is finding and why it is important. A look at the different ways to calculate the formula (same as for the variance) with a working example for the pupils to go through. I have also attached a Edexcel spreadsheet to go through the table with the pupils. The PPT does include additional questions, because Ex. 6B in the S1 course companion is excellent on this chapter. If you do however need some questions, I have included as well some past exam questions that you can use instead. I often use this for HWK. NOTE: Feel free to visit my shop for more excellent free and premium resources and please rate and feedback on any purchases. thanks.

#### Statistics: (S1) Regression Lines and CODING

This presentation contains a whole lesson! Specifically this lesson is for teaching ... what a regression line is, to understand its links to real life situations (excellent clear teaching slides and examples) and calculating a regression line for a given set, including using coding. I have used the PowerPoint slides to structure the lesson, from beginning to end, including a starter and plenary, lesson objectives, examples etc... I have found both this PPT to be a very effective way of getting ALL pupils to understand regression lines and be able to calculate them as well as understand coding. NOTE: Feel free to browse my shop for more free and premium resources and as always please rate and feedback, thanks.

#### OCR S1 on a page

Summary of OCR Statistics 1 module.Could be printed back to back as an aide-memiore, or single sided for display.

#### MEI stats 2 power point presentation

This presentation covers the Poisson distribution, The normal distribution, samples and hypothesis testing and Bivariate data. Including approximations and hints and tips. The resource is also extremely useful just before exams if printed out as flash cards to induce mathematical thinking before students enter an exam

#### S1 regression and correlation

3 examples and in class notes with a focus on animals. Chirping crickets, animal pregnancies and frigate birds.

#### Statistics 1 Correlation powerpoint

An excellent lesson on correlation and the product moment correlation co-efficient, following the SMP S1 book, kindly donated by Lisa McNulty.

#### Stats 1 crossword

A crossword to help students revise key aspects of the OCR S1 module, made using Hot Potatoes. There are two versions - an interactive web page, and a Word document for use with good old paper and pen. If you use this resource, please take the time to review it. Any comments will be carefully noted. Topics also included: revision.

#### Statistics 1 Linear Regression

An excellent lesson on linear regression, following the SMP S1 book, kindly donated by Lisa McNulty.

#### Statistics 1 - Correlation

Two interactive excel worksheets to illustrate the idea of correlation for AS Mathematics. Correlation - Students will be given a randomised scatter diagram where they can then calculate PMCC values and line of best fit. Correlation2 - A quiz based review of correlation where students get to guess PMCC values for various scatter diagrams. Suitable for AS Statistics, GCSE Statistics.

#### Team Revision Tasks - Statistics 1 (Edexcel)

These are an attempt to break from the monotony of past papers in the run up to exam season. I have taken 2 questions from past papers and put them on one sheet; I will photocopy onto A3 for students to have a go in groups and discuss. The aims/rules etc are all listed if you wish to follow them and hopefully they all make sense. I have also provided answers.

#### Least Squares Linear Regression and Correlation Coefficient

A PowerPoint that goes through linear regression using the method of least squares. There are three examples to go through, each with editable Excel spreadsheets within the slides. The lesson leads through exactly what the least squares method is trying to achieve and explains where the formulas come from. There are many different formats of the formulas available for linear regression. This PowerPoint uses the sum formulas (that must be solved simultaneously).The second presentation is exactly the same as the first but with the tables filled in.Note: these have been updated to make them a little more user friendly. To open the Excel spreadsheets you now need to click on the spreadsheet within the presentation. They will no longer open automatically on click (in case you don't want them to keep popping up).

#### S1 HW Correlation & Regression

HW sheet to be given once you have taught Regression

#### Correlation and Regression Formulae Sheet

Single A4 Sheet with all required formulae for product moment correlation coefficient and least squares regression.

#### Correlation, Lines of Best Fit: Monopoly Maths (UK)

Is there a link between the number of spaces away from GO and the rent on a property?A resource to get students plotting points on a scatter graph, drawing lines of best fit and commenting on their results.I have also included the Excel file which contains the graphs, as this could be an ICT based lesson.Could be used from KS3 to A-Level (Least Squares Regression).Adapted from a US version from www.yummymath.com

#### Correlation and Regression Writing Frames

Structured sheets to help students carry out product moment correlation coefficient and least squares regression questions.

#### Edexcel S1 Regression Slides

Page references are from Pearson Edxcel S1 Text book.