#### A Level Geography Statistical Tests

This lesson has been designed to help A Level students with Spearman’s Rank and Chi Squared test, by going through an example of each step by step. In addition there are some slides discussing when to use the test and what some of the pros and cons are. This typically takes up an hour lesson and the students do find it useful going through it step by step. Slide 14 can be printed off and handed to the students and the word document is the chi squared example handed out to students.

#### Mathematics Revision Mats

Please use these mats as a revision games to play in groups in the classroom. They should be printed on A3 paper and laminated so that it can be re-used. This means that students can write their initials on their square instead of using counters. The way the game is played can be manipulated. However, the main instructions are as follows (also included on sheet): Roll Two Die to Create a Co-ordinate. Place your coloured counter on the square that the roll corresponds to. If answer is correct, receive points as follows: Points: Red squares are worth 1, Yellow squares score 2 points, and Green squares score 5 points Grades: Red squares are 4/5 Grade, Yellow squares and 6/7 Grade and Green Squares and 8/9 Grade answers Please use a great revision resource for group work. Please also leave any feedback for future revision mats and how to improve them.

#### Maths Revision Mat: Statistics

Please use this mat as a revision game to play in groups in the classroom. This should be printed on A3 paper and laminated so that it can be re-used. This means that students can write their initials on their square instead of using counters. The way the game is played can be manipulated. However, the main instructions are as follows (also included on sheet): Roll Two Die to Create a Co-ordinate. Place your coloured counter on the square that the roll corresponds to. If answer is correct, receive points as follows: Points: Red squares are worth 1, Yellow squares score 2 points, and Green squares score 5 points Grades: Red squares are 4/5 Grade, Yellow squares and 6/7 Grade and Green Squares and 8/9 Grade answers Please use a great revision resource for group work. Please also leave any feedback for future revision mats and how to improve them.

#### Correlations - Research Methods

The pack includes: Two in depth presentations of correlations. A correlation experiment for students to do (scattergraph template and results table template provided) as well as evaluation questions at the end.

#### Exit Ticket - Pearson's Product Moment

I give this to the students (printed in A4 or A5 depending on how much room they need) at the end of the lesson to assess an overview of the lesson. I mark it as soon as I can (ha) and it allows me to spot any misconceptions. The last question is a challenge one to push the most able students.

#### Statistics S1

Presentations that covers the statistics unit of A level maths

#### Statistics Bundle

Limited time only this special price for over £30 pounds worth of resources a SPECIAL PRICE. The Great ALL Statistics Bundle filled with worksheets and answers, lesson presentation engaging and interactive. Great for whole lesson or quick fire revision. 11 Resources, Over 15 Lessons worth of resources. Contains GREAT Animated Graphics / tools to make that teaching easier. Ideal for revision or for whole lessons, very well planned and in detail so ideal for either mode. Data Handling Lessons. Enjoy! Ideal for GCSE 9-1 exam practice Ideal for GCSE revision

#### Maths GCSE Vocabulary Wordsearchs and Crosswords

All my maths GCSE wordsearches and crosswords in one place. Perfect for revising key terminology ahead of GCSEs.

#### Stats Bundle

Limited time only this special price for over £30 pounds worth of resources a bargain price. The Great ALL Statistics Bundle filled with worksheets and answers, lesson presentation engaging and interactive. Great for whole lesson or quick fire revision. 11 Resources, Over 15 Lessons worth of resources. Contains GREAT Animated Graphics / tools to make that teaching easier. Data Handling Lessons. Enjoy!

#### Box Plot Bundle

The ALL Box Plot Bundle. Great for whole lesson or quick fire revision. Contains FANTASTIC ANIMATED TOOLS. Box Plot TOOLS and Animations showing students how to draw and then compare Box Plots. Includes Box plots from Stem and Leaf and Cumulative Frequency Diagrams. Worksheets with answers included.

#### Box Plot (Box and Whisker)

Fantastic Resource on Box Plot (Box and Whisker) contains: Power Point interactive and engaging starts with Re-Cap on Cumulative Frequency Diagram. Contains 3 Brilliant Animated TOOL to show how Box Plot should be drawn from Cumulative Frequency Diagram and Stem and Leaf Diagram. Worksheets come with answers. Great for revision or whole lessons.

#### Collecting and representing data vocabulary crossword

This is a crossword with data vocabulary. It would be useful as - revision - lesson starter - settling activity - cover work - end of term activity - extension task - literacy support for EAL or SEND students - literacy across the curriculum - assessment for learning or afl task Contains printable pdf and answers. The learning objective is to introduce or revise data vocabulary in a fun and relaxing way. This activity could be used at the start of a topic to introduce key vocabulary by having students fill out as much as they can independently and then check their answers and fill in the gaps using the answer sheet provided. Once students have all the answers they can save the crossword to refer to during the course as a useful list of vocab and definitions. This would help students with dyslexia to spell the vocab correctly and would enable all students with high language needs to refer back to the definitions as required to allow them to access later lessons. This activity could also be used for revision where students might complete several crosswords in a lesson or for homework. They would work at their own pace to identify areas where they need focus their revision.

#### 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.

#### Mathematics Statistics 1 Lessons

Mathematics Statistics 1 Lessons This is a set of lessons for S1 Statistics 1 A level Mathematics. The resources includes Powerpoints. Powerpoint include: Learning objectives Questions on the topic Important information written in red boxes to scaffold learning. Topics: Introduction Averages Measures of Spread Correlation Regression Probability Binomial Normal Theory Confidence Interval Revision Poisson I 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.

#### 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. The resource is for age 3 upwards and so from experience in piloting in different countries and age groups, we found that Product Moment Correlation would be well over most of their heads (and many of the teachers!) and is therefore not included here.

#### Mann-Whitney U Test

A power point showing how and when to use the Mann-Whitney U statistical test and an worksheet guiding the students though calculating it using a geographical example. Includes teacher answer sheet. Great for teaching both old and New (2016) specification A level or AS level geography - designed for Edexcel but matches requirements of other specs such as AQA. Can also be used as an introduction to the test for biology, maths, psychology lessons etc.

#### 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

#### The line of best fit

Power Point presentation, 18 slides, Explaining what is the line of best fit, how to draw it by eye from a list of values and how to calculate the equation of the line of best fit, 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/0B8z00qLZV7OlanotX3YzRmJOeWM/view?usp=sharing

#### Scatter graph

Power Point presentation, 11 slides, Explaining how to draw a scatter graph and use it to describe the correlation and to estimate one variable knowing the other , 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/0B8z00qLZV7OlcXl2OEluTEp6OXc/view?usp=sharing

#### Correlation and scatter plots

This resource can be spread over 2 or 3 lessons depending how deep you want to go into correlation. Lesson 1 will cover the basics. I use lesson 2 in the PowerPoint more like a mini project but can be skipped if required. Lesson 3 is more based on higher level thinking trying to find the equations of lines of best fits and use extrapolation.

#### Use Data to Draw Inferences - 7.SP.2

Collect and utilize multiple samples of data to make generalizations about a population. Attention should be paid to variations in the samples Scaffolded lesson provides for classroom differentiation. Can be used as a lesson leader, guided practice, independent practice, for cooperative learning and math centers, or as an assessment. Use with smartboard, projector, computer, pad or as printable. Lesson is complete - NO PREP. Editable version included. Objectives: - Make inferences based on of multiple random samples - Answer questions regarding populations and sampling - Determine total population based on samples - Make predictions regarding total populations - Describe a model for sampling dependent on population Includes 6 practice pages and answer keys. Aligned with NCCS Math - 7.SP.2 Visit commoncoremath.net for additional help.

#### Statistics: Scatter Diagrams, Correlation and Lines of Best Fit (+ resources)

This is a whole lesson on scatter diagrams and the introductory lesson to looking at regression and correlation. It includes a starter, key words, lesson objectives, some excellent clear teaching examples, a worksheet with answers and plenary. I have also included an old help sheet I had to help the less able during the lesson. The help sheet went down very well when being observed. The worksheet is only a couple of questions, but it does come with answers. After that I like to use any spare time to think about the context of the question and writing conclusions to further improve understanding and applying maths in real life. NOTE: Feel free to browse my shop for more free and premium resources! As always please RATE and FEEDBACK (comments good or bad) thank you!

#### Drawing the line of best fit by eye

Power Point presentation, 15 slides, explaining how if we have a scatter graph we can draw an estimated line of best fit , by eye. For a preview of the power point copy the following link on your browser: https://drive.google.com/file/d/0B8z00qLZV7OlQjAwTnNYSTl5MHc/view?usp=sharing

#### Correlation

Power Point presentation, 7 slides, explaining the relationship between two variables and what correlation is. For a preview of the power point copy the following link on your browser: https://drive.google.com/file/d/0B8z00qLZV7OlTktmbFo2NHp4M2M/view?usp=sharing

#### Golden Ratio Scatter Graphs

Lesson Plans, starter and presentations for 2 lessons worth, if some textbook exercises are used alongside. Plenary provided for both lessons - True/False and key words. I always use the Hans Rosling video (link in smartboard) to engage the students. At end of lesson 1, I get students to measure each other's head lengths and widths, and this data is what forms the main of Lesson 2. Use the student data to draw scatter graphs. (my smartboard gives some random student data, and my own measurements - students find it funny to see me as an anomaly in the scattergraph and we discuss why this is.) Discuss broken axes , line of best fit and anomalies. I then give them the excel produced graph (slide 4), and then a 'perfect' line of best fit (slide 5) which shows where they should be if they are to be considered 'mathematically beautiful' as given by the Golden Ratio! (Notice my position now!!). Next few slides give some stimulus to discuss golden ratio and its uses in the artistic/natural world.

#### Statistics: Averages 5 - Moving Averages (Time Series) + lots of resources

This is a whole lesson on moving averages with lots of resources. This includes some historical house price data I found going back to the 70's, plus two worksheets. The lesson includes: + a starter on finding the median + key words, key questions and learning objectives + some very clear teaching slides, + some data with differentiated tasks with answers + basic plenary. I have found the structure of the lesson very helpful to help all pupils understand moving averages. This is also helpful for GCSE Statistics. NOTE: Feel free to browse my shop for more free and premium resources! As always please RATE and FEEDBACK (comments good or bad) thank you!

#### S1 - Edexcel Exam Questions by topics

Notebook files on Edexcel S1 Exam questions by topics. Include 2015 questions.

#### Edexcel S1 Revision clock

This is a revision activity for Edexcel S1 based on the ideas shared on Jo Morgan's brilliant website http://www.resourceaholic.com/. This was originally shared here http://justmaths.co.uk/2015/10/18/keeping-time/. This activity could be used to help improve students' timing by giving them 5 minutes for each of the 12 questions, to improve memory, or simply to produce a visual revision resource. Each student should be given an A3 copy of the clock with a set of questions. Answers are provided.

#### A-Level Stats 1 Revision Maps/Posters

****PLEASE REVIEW - NQT AND WOULD LOVE FEEDBACK TO IMPROVE RESOURCES **** Revision sheets covering the following (EDEXCEL STATISTICS 1) -Statistical models &amp; Summary of data (location) - Summary of data (dispersion) and Representation of Data - Probability - Correlation and Regression - Discrete Random Variables - Normal Distribution I print these on A3 - back to back, great revision tool for condensing knowledge. Main points on the front and then exam questions on the back.

#### Statistics: Spearman's Rank Correlation Coefficient (SRCC) + lots of resources

This is a whole lesson on Spearman's rank. 16 slides. It includes: a starter - linking to prior learning on scatter diagrams with answers Teaching - showing clearly what it is, how to calculate it and how to interpret it Keywords, lesson objectives etc.. are also included and also some key questions. Worksheet - exam questions with answers included plenary - basic to finish I have found this PPT to be a very effective resource to help ALL students understand and be able to calculate Spearman's rank. I have also included two excel calculators to help calculate it and for some groups, it may be nice to do a lesson in the computer room. NOTE: Feel free to browse my shop for more free and premium resources! As always please RATE and FEEDBACK (comments good or bad) thank you!

#### Statistics: (S1) Interpolation - Estimating the Median (+ worksheet)

This is a whole lesson on interpolation with a worksheet. UPDATED, 18 slides. It includes: A starter activity, that links into why use interpolation and what it is for and then a simple, but clear example of how to use interpolation to work out the median. A further activity linking back understanding to the starter and a couple of key question to assess/check understanding. For further practice, I have either been using the worksheet included, which is a bunch of tables to use for practice or past paper exam questions or both. It includes ANSWERS and a plenary. NOTE: Feel free to browse my shop for more free and premium resources and as always please rate and feedback, thank you.

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

This is a whole lesson on regression lines and a look at coding as well. Coding comes up in three or four topics, but the bulk of my teaching on it is on the topic of making the variance easier. 18 slides + resources. 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 and a look at interpolation and extrapolation. The lesson does include a starter, lesson objectives, keywords, superb teaching slides and examples, exam questions with mark scheme and plenary. NOTE: Feel free to browse my shop for more free and premium resources and as always please rate and feedback, thank you.

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

This is a whole lesson looking at correlation between variables and how to quantify this, by using the PMCC to do so. The lesson includes some fantastic examples and lots of detailed teaching slides, to help ALL pupils understand a tricky subject. UPDATED, 22 slides. It comes with a starter (quick look back at scatter diagrams) and then onto what the PMCC is and why it is important. A look at the different ways to calculate the formula 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, which can be used as a foundation for another lesson if you wanted. I have attached practise exam questions with mark scheme. The lesson also comes with learning objectives, key words, video link and plenary. NOTE: Feel free to visit my shop for more excellent free and premium resources and please rate and feedback on any purchases. thank you.

#### Correlation and Lines of Best fit - High ability GCSE

A workbook with questions relating to Correlation and Lines of best fit. The second resource is three questions for students to draw a scatter graph and plot and use a line of best fit. Both resources focus heavily on the understanding of interpolation and extrapolation and how sometimes a line of best fit can be inaccurate.

#### Excel - Calculating Spearman's Rank

An Excel spreadsheet I created for GCSE statistics. Students are given some data and must calculate the Spearmans Rank Correlation Coefficient (Needed in GCSE Statistics). Should be used as a set of worksheets. Could be combined with some Excel instruction on use of basic formula. Also attached is the teacher sheet containing the answers

#### Correlation and Regression - Revision Notes - S1 - Edexcel

5 page A3 booklet designed to help learners with the correlation and regression lines Each section includes key notes, a worked example and then an easy and a hard question for the learners to try. S1 - Edexcel

#### Product Moment Correlation Coefficient (PMCC) - A Level Statistics (Complete lesson)

Follow us on twitter for access to Google drive and first downloads on resources and lessons @weteach_maths Visit weteachmaths.co.uk for - Over 600 lessons and worksheets suitable for the 9 - 1 GCSE Specification - A-Level teaching resources for Core 1, Core 2, Core 3, Core 4, Decision 1 and Statistics 1 - Teaching resources for Level 3 Core Mathematics - Schemes of work for Higher and Foundation GCSE Maths (adapted for the 9 - 1 specification) - Topic tests for GCSE Maths and A-Level Maths - Support for the teaching and coursework in GCSE Statistics

#### Spearman's Rank - Long Balls in the Premier League

Data for the football teams in the the English Premier League last season (2013/4) giving the average number of long balls played and the number of points achieved by the end of the season. A table is given to be completed for Spearman's Rank Correlation Coefficient, but could easily be adapted for Product Moment or simply for scatter graphs and lines of best fit. The result is a weak negative correlation to demonstrate that those teams that use lots of long balls up the pitch, don't do particularly well in the Premier League. Completed table is provided as well as a spreadsheet containing the results. Used with GCSE Statistics class. Data taken from www.whoscored.com.

#### S1 Unit: Correlation and Regression Line

S1 Unit: Correlation and Regression Line slides based on CGP S1 textbook. (Course: Edexcel S1)

#### 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

#### Worksheets and Videos: Statististics

This set of worksheets are from my AP statistics lesson collection. I teach AP statistics for junior and senior high school students in BHS. I use these worksheets to help my students in answering problems involving descriptive and inferential statistics. For more downloadable statistics worksheet you can visit www.numberbender.com