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1 There are 3 optional topics
You must chose one optional content topic to fully cover Level 3 Mathematical Studies 1 year Route Map Common content: analysis of data Common content: maths for personal finance Common content: Estimation Common content: Critical analysis Optional content: Statistical Techniques Optional content: Critical Path and Risk Analysis Optional content: Graphical Techniques OR OR GCSE F Tier revision GCSE H Tier revision ICT skills

2 Drag your selected optional content topic 1 into the Route Map
Level 3 Mathematical Studies 1 year Route Map CRITICAL PATH AND RISK ANALYSIS 3 Cost benefit analysis CRITICAL PATH AND RISK ANALYSIS 2 Expectation GRAPHICAL TECHNIQUES 2 Rates of change GRAPHICAL TECHNIQUES 3 Exponential Functions OR STATISTICAL TECHNIQUES 2 Correlation and regression STATISTICAL TECHNIQUES 3 Probabilities and estimation AND Year 12/13* *Delete as appropriate Introduction to spreadsheets Types of Data and Collecting Data Numerical Calculations Percentages Fermi Estimation Representing data numerically 1 Representing data diagrammatically 1 Holiday Interest Rates Equation of a straight line STATISTICAL TECHNIQUES 1 The Normal Distribution Collecting and Sampling Data Optional content Topic 1 – (select one from the left) Perimeter, Circumference and Area Similarity and Pythagoras Theorem Holiday Holiday Solution to financial problems Analyse Critically OR CRITICAL PATH AND RISK ANALYSIS 1 Critical Path Analysis Surface area and similarity Graphical representation Repayments and credit Holiday Representing data diagrammatically 2 Representing data numerically 2 Optional content Topic 2 – (select one from the right) Taxation: Value added tax (VAT) Limits of accuracy OR GRAPHICAL TECHNIQUES 1 Graphical Methods Holiday Holiday Optional content Topic 3 – (select one from the right) Taxation: Income tax and National Insurance REVISION AND END OF YEAR EXAMS Holiday REVISION AND END OF YEAR EXAMS REVISION AND END OF YEAR EXAMS

3 Introduction to Spreadsheets (Slide 1 of 2)
Continued on next page Subject content: Online resources: It is expected that spreadsheets and tables will be used throughout the teaching and learning of this Mathematical Studies specification. Spreadsheet formulae will include: “=A1+A2+A3” to sum values in cells “=2*B3” to multiply a value in a given cell “=SUM(A1:A10)” Anthropometric Data - Nuffield Foundation DISCUSS Regression and Correlation - Nuffield Foundation Pay rates for men and women - Nuffield Foundation Stature - Nuffield Foundation Climate Prediction - Nuffield Foundation Cup of Coffee - Nuffield Foundation Test Run - Nuffield Foundation Ozone Holes - Nuffield Foundation Savings Growth - Nuffield Foundation Election Results 2005 and 2010 Health Data - Nuffield Foundation Mammals - Nuffield Foundation Module Results - Nuffield Foundation Pulse Rates - Nuffield Foundation Exponential growth – MEI (Username: mei-imps Password: imps) Compound Interest – MEI (Username: mei-imps Password: imps) Student Loans 1 – MEI (Username: mei-imps Password: imps) F1.1 substituting numerical values into spreadsheets View next page

4 Return to previous page
Introduction to Spreadsheets (Slide 2 of 2) Subject content: Online resources: It is expected that spreadsheets and tables will be used throughout the teaching and learning of this Mathematical Studies specification. Spreadsheet formulae will include: “=A1+A2+A3” to sum values in cells “=2*B3” to multiply a value in a given cell “=SUM(A1:A10)” Student Loans 2 – MEI (Username: mei-imps Username: imps) Sport at School - TES Guide to creating comparison charts in Excel – TES Investigating y=mx+c spreadsheet - TES Intro to spreadsheets – TES Modelling with spreadheets - planning a festival - TES An introduction to spreadsheets 2 - TES Fitting Numbers - Core Maths Budgeting - Core Maths Selling Figures and Annual Report - Core Maths Vampires – Core Maths Wind Chill – Core Maths Investigating the relationship between height and handspan – Teachit Maths F1.1 substituting numerical values into spreadsheets Return to previous page

5 Types of Data and Collecting Data (Slide 1 of 2)
Subject content: Online resources: D1.1 appreciating the difference between qualitative and quantitative data; Parking Permits - Nuffield Foundation What Is Data? - Maths Is Fun Types of data - discrete vs continuous – TES Data types and sampling methods – Teachit maths D1.2 appreciating the difference between primary and secondary data (including the use of secondary data that has been processed e.g. grouped)

6 Types of Data and Collecting Data (Slide 2 of 2)
Subject content: Online resources: D1.3 collecting quantitative and qualitative primary and secondary data Pulse Rates - Nuffield Foundation Reaction Times - Nuffield Foundation What Is Data? - Maths Is Fun E1.1 The modelling cycle: - representing a situation mathematically, making assumptions and simplifications Parking Permits - Nuffield Foundation Runaway Train - Nuffield Foundation Modelling with spreadsheets - planning a festival - TES Shockwheat – Core Maths E1.2 selecting and using appropriate mathematical techniques for problems and situations E1.3 interpreting results in the context of the given problem E1.4 evaluating methods and situations including how they may have been affected by assumptions made

7 Numerical calculations
Subject content: Online resources: F1.2 using conventional notation for priority of operations, including brackets, powers, roots and reciprocals BODMAS – MathsIsFun BIDMAS – Transum Order of Operations – CIMT BODMAS Notes PPT - Mr Barton Maths Order of Operation Jigsaw - Maths With Graham BIDMAS – A crossnumber puzzle – Teachit Maths F1.1 substituting numerical values into formulae Climate Prediction - Nuffield Foundation Financial Calculations - Nuffield Foundation Tarsia Substitution - TES Skin Area - Core Maths The Princess’s Problem - Core Maths Physical Fitness - Core Maths Wind Chill – Core Maths Practising substitution – Heron’s Formula – Teachit Maths Unfamiliar Formulae – Teachit Maths

8 Percentages (Slide 1 of 2)
Continued on next page Subject content: Online resources: F2.1 interpreting percentages and percentage changes as a fraction or a decimal and interpreting these multiplicatively expressing one quantity as a percentage of another Working with Percentages - Nuffield Foundation Gas Guzzlers - Nuffield Foundation Water Flow - Nuffield Foundation Financial Calculations - Nuffield Foundation Income Tax - Nuffield Foundation Growth and Decay - Nuffield Foundations Percentages - MEI Integral (Username: mei-iqm Password: Guest1QM) Student Loans 1 – MEI (Username: mei-imps Username: imps) Student Loans 2 – MEI (Username: mei-imps Username: imps) My Money Week Inflation - Pfeg Percentages - Mathscentre Percentage Bursts – Teachit Maths Studying Bacteria – Teachit Maths Percentage Changes – Teachit Maths F2.3 comparing two quantities using percentages F2.4 working with percentages over 100% View next page

9 Return to previous page
Percentages (Slide 2 of 2) Subject content: Online resources: F2.5 solving problems involving percentage change - including percentage increase / decrease and original value problems   - including simple and compound interest Working with Percentages - Nuffield Foundation Income Tax - Nuffield Foundation National Insurance - Nuffield Foundation Savings Growth - Nuffield Foundation Savings Facts and Formulae - Nuffield Foundation Growth and Decay - Nuffield Foundations Working with Percentages - MEI Integral (Username: mei-iqm Password: Guest1QM) Compound Interest – MEI (Username: mei-imps Password: imps) Student Loans 1 – MEI (Username: mei-imps Password: imps) Student Loans 2 – MEI (Username: mei-imps Password: imps) Percentages - Mathscentre Percentage Use and Abuse (Username: mei-criticalmaths Password: Critical1) Selling Figures and Annual Report - Core Maths Compound Percentage Loop Cards – Teachit Maths E1.2 selecting and using appropriate mathematical techniques for problems and situations Return to previous page

10 finding approximate solutions to problems in financial contexts
Fermi Estimation Subject content: Online resources: E2.1 Fermi estimation - making fast, rough estimates using quantities which are either difficult or impossible to measure directly How should mathematics be taught to non-mathematicians? - Tim Gower's Blog Classic Fermi Questions – Mathsforum Fermi Maths Problems – Kidsjig Estimation - MathsIsFun How many piano tuners are there in Chicago? – TES Fermi Problems - TES Making estimations from limited data (Username: mei-criticalmaths Password: Critical1) Fermi Estimates (Username: mei-critialmaths Password: Critical1) Horse Manure - Core Maths Skin Area - Core Maths Estimation, Assumptions and Predictions – Core Maths F1.1 substituting numerical values into financial expressions (including bank accounts) Income Tax - Nuffield Foundation Savings Growth - Nuffield Foundation Savings Facts and Formulae - Nuffield Foundation Growth and Decay - Nuffield Foundations F1.4 finding approximate solutions to problems in financial contexts

11 Representing Data Numerically 1
Subject content: Online resources: D3.1 calculating/identifying mean, median, mode from raw data HE Applications - Nuffield Foundation Mammals - Nuffield Foundation Module Results - Nuffield Foundation Pulse Rates - Nuffield Foundation Comparing averages and Spread - Standard Deviation - TeachIt Maths (PDF File is free access) Data Summaries - Calculating the mean, median and mode - Statstutor Real life mean, median and mode – TES Standard Deviation – Maths is Fun Quartiles – Maths is Fun Guessing the answer (Username: mei-criticalmaths Password: Critical1) Fitting Numbers - Core Maths Shockwheat – Core Maths Throwing a Six – Core Maths Practice Time – Core Maths Which team won? – Core Maths Population data – Core Maths Data discussion – mean median and range – Teach it Maths Comparing averages and spread – Teachit Maths calculating/identifying quartiles, percentiles, range, interquartile range, standard deviation from raw data D3.2 interpreting these numerical measures and reaching conclusions based on these measures

12 Representing Data Diagrammatically 1
Subject content: Online resources: D4.1 constructing and interpreting diagrams for grouped discrete data and continuous data and know their appropriate use - box and whisker plots - stem-and-leaf diagrams (including back-to-back) Quartiles – Maths is Fun HE Applications - Nuffield Foundation Mammals - Nuffield Foundation Module Results - Nuffield Foundation Pulse Rates - Nuffield Foundation Box and Whisker Plots - Statstutor Stem and Leaf Diagrams - Maths is Fun Stature - Nuffield Foundation Using Excel to create boxplots – TES Shockwheat – Core Maths Throwing a Six – Core Maths Well or Unwell? – Core Maths Practice Time – Core Maths Population data – Core Maths

13 simple and compound interest Annual Equivalent Rate (AER)
Interest Rates Subject content: Online resources: F3.1 simple and compound interest Annual Equivalent Rate (AER) Financial Calculations - Nuffield Foundation Income Tax - Nuffield Foundation National Insurance - Nuffield Foundation Savings Growth - Nuffield Foundation Savings Facts and Formulae - Nuffield Foundation Growth and Decay - Nuffield Foundations Compound Interest – MEI (Username: mei-imps Password: imps) My Money Week Inflation - Pfeg Money Advice Service website Growth and Decay - Core Maths Budgeting - Core Maths Borrowing Money - Core Maths Selling Figures and Annual Report - Core Maths Your Financial Future – level 3 – Pfeg Stop Loan Sharks (lessons for year olds) – Pfeg Adding up to a Lifetime Money Sense – Credit and Debt – Natwest How much will I earn? – Teachit Maths Compound Percentage Loop Cards – Teachit Maths F3.2 savings and investments E1.2 selecting and using appropriate mathematical techniques for problems and situations

14 Equation of a straight line
Subject content: Online resources: find the gradient of a line connecting two different points. Gas Guzzlers - Nuffield Foundation How Frequent are Earthquakes? - Nuffield Foundation Smoke Strata - Nuffield Foundation Water Flow - Nuffield Foundation Test Run - Nuffield Foundation Match Linear Functions and Graphs - Nuffield Foundation Exponential growth – MEI (Username: mei-imps Password: imps) Equation of a Straight Line - Mathscentre The Gradient of a Straight Line Segment - Mathscentre Investigating y=mx+c spreadsheet - TES Matching graphs and equations – Teachit Maths Understanding y=mx+c - Teachit Maths Drawing straight line graphs booklet – Teachit Maths Calculating gradients – Teachit Maths Equations of horizontal and vertical lines

15 Collecting and Sampling Data
Subject content: Online resources: D2.2 appreciating the strengths and limitations of random, cluster, stratified and quota sampling methods and applying this understanding when designing sampling strategies Parking Permits - Nuffield Foundation Reaction Times - Nuffield Foundation Stratified Sampling – TES Stratified sampling Worksheet Jelly Blubbers – Core Maths Data types and sampling methods – Teachit maths appreciating that improving accuracy by removing bias and increasing sample size may cost/save both time and money D2.1 inferring properties of populations or distributions from a sample, whilst knowing the limitations of sampling HE Applications - Nuffield Foundation Pulse Rates - Nuffield Foundation Guessing the answer (Username: mei-criticalmaths Password: Critical1) Population data – Core Maths

16 The Normal Distribution (Slide 1 of 2)
Continued on next page Subject content: Online resources: S1.1 knowledge that this is a symmetrical distribution and that the area underneath the normal ‘bell’ shaped curve represents probability Normal Distribution - Maths Is Fun The Normal Distribution - S-Cool Further Normal Distribution – S-Cool The Normal Distribution - CIMT The Normal Distribution - University of Oxford Stature - Nuffield Foundation Normal Distribution Tarsia – TES Autograph Activity - Normal Distribution Calculator – TES Guessing the answer (Username: mei-criticalmaths Password: Critical1) S2.1 View next page

17 Return to previous page
The Normal Distribution (Slide 2 of 2) Subject content: Online resources: S3.1 using a calculator or tables to find probabilities for normally distributed data with mean = 0 and standard deviation = 1 Normal Distribution - Maths Is Fun The Normal Distribution - S-Cool Further Normal Distribution – S-Cool The Normal Distribution - CIMT The Normal Distribution - University of Oxford Stature - Nuffield Foundation using a calculator or tables to find probabilities for normally distributed data with known mean and standard deviation (the finding of an unknown mean or standard deviation by making use of percentage points will not be required) C1.1 presenting logical and reasoned arguments in context criticising the arguments of others C2.1 communicating mathematical approaches and solutions Return to previous page

18 Critical Path Analysis
Subject content: Online resources: R1.1 representing compound projects by activity networks Refurbishing a Room - Nuffield Foundation Critical Path Analysis – CIMT Critical Path Analysis - Learn About OR Critical path analysis – TES Earliest and Latest Event Times – TES Gantt charts and resource histograms – TES Thinking Skills Activities Lesson Decision Maths - TES Garden Design - Core Maths R1.2 activity-on-node representation will be used R2.1 using early time and late time algorithms to identify critical activities and find the critical path(s) R3.1 using Gantt charts (cascade diagrams) to present project activities C1.1 presenting logical and reasoned arguments in context criticising the arguments of others C2 communicating mathematical approaches and solutions

19 Graphical Methods (Slide 1 of 2)
Continued on next page Subject content: Online resources: G1.1 sketching and plotting curves defined by simple equations (a knowledge of the shapes of the graphs of linear, quadratic, cubic and exponential functions will be expected) Minimum and Maximum Problems - Nuffield Foundation Gas Guzzlers - Nuffield Foundation Coughs and Sneezes - Nuffield Foundation Cup of Coffee - Nuffield Foundation Climate Prediction - Nuffield Foundation How Frequent are Earthquakes? - Nuffield Foundation Smoke Strata - Nuffield Foundation Water Flow - Nuffield Foundation Test Run - Nuffield Foundation Ozone Hole - Nuffield Foundation Runaway Train - Nuffield Foundation Growth and Decay - Core Maths Vampires – Core Maths Quadratic Functions Treasure Hunt – Teachit Maths Matching graph sketches – Teachit Maths (logarithm graphs can be removed from the card set) Getting to know the quadratic function - Teachit Maths G2.1 plotting and interpreting graphs in real contexts, to find approximate solutions to problems View next page

20 Return to previous page
Graphical Methods (Slide 2 of 2) Subject content: Online resources: G2.2 interpreting the solutions of equations as the intersection points of graphs and vice versa Linear quadratic cubic graph match – TES Solving linear equations graphically – TES Quadratic sketch treasure hunt – TES Graphical solutions to quadratic equations – TES C1 presenting logical and reasoned arguments in context Minimum and Maximum Problems - Nuffield Foundation Gas Guzzlers - Nuffield Foundation Coughs and Sneezes - Nuffield Foundation Climate Prediction - Nuffield Foundation Smoke Strata - Nuffield Foundation Test Run - Nuffield Foundation Ozone Holes - Nuffield Foundation Runaway Train - Nuffield Foundation C1.1 criticising the arguments of others C2 communicating mathematical approaches and solutions Return to previous page

21 Perimeter, Circumference and Area
Subject content: Online resources: Knowledge and use of the perimeter of 2D shapes and their areas Area and Perimeter match up - TES Compound Rectangles - TES Maths Functional Skills: A New Floor - TES knowledge and use of the formulae for the circumference and the area of circle Circumference of a circle worksheet - TES Area and Perimeter of sectors worksheet - TES Arcs and sectors worksheet - TES Maths Valentines Card - Area and Perimeter – TES Perimeter of circles and semicircles - TES Skin Area - Core Maths The Princess’s Problem - Core Maths Finding the area of a circle – Teachit Maths Perimeter Problems – Teachit Maths Grouping Compound Areas – Teachit Maths Grouping areas – Teachit Maths Knowledge and use of the formulae for calculating fractional areas of circles and composite shapes

22 Solution to financial problems (Slide 1 of 2)
Continued on next page Subject content: Online resources: F7.1 the effect of inflation Retail Price Index (RPI), Consumer Price Index (CPI) Financial Graphs and Charts - Nuffield Foundation Inflation Indices - Nuffield Foundation My Money Week Inflation - Pfeg Money Advice Service website F7.2 setting up, solving and interpreting the solutions to financial problems, including those that involve compound interest using iterative methods Financial Calculations - Nuffield Foundation Savings Growth - Nuffield Foundation Savings Facts and Formulae - Nuffield Foundation Borrowing Money - Core Maths Marketing - Core Maths Selling Figures and Annual Report - Core Maths Stocks and Shares - Core Maths F7.3 currency exchange rates including commission Changing to a Foreign Currency - BBC Bitesize Currency Conversion - Maths is Fun Currency exchange Mathsopoly – TES Currency Conversion Exchange - World Travelling - TES Import Export - Core Maths Introducing Financial Mathematics: A practical guide – Pfeg Let’s get Functional – Pfeg Adding up to a Lifetime View next page

23 Return to previous page
Solution to financial problems (Slide 2 of 2) Subject content: Online resources: F7.4 budgeting Income Tax - Nuffield Foundation (rules may need updating) National Insurance - Nuffield Foundation (rules may need updating) Savings Growth - Nuffield Foundation Savings Facts and Formulae - Nuffield Foundation Student Loans 1 – MEI (Username: mei-imps Password: imps) Student Loans 2 – MEI (Username: mei-imps Password: imps) Budgeting your life – TSB Bank Money Advice Service website Budgeting - Core Maths My Money Week – Secondary Resources - Pfeg Your Financial Future – level 3 – Pfeg Stop Loan Sharks (lessons for year olds) – Pfeg Introducing Financial Mathematics: A practical guide – Pfeg Let’s get Functional – Pfeg Adding up to a Lifetime Money Sense – Credit and Debt - Natwest E1.2 selecting and using appropriate mathematical techniques for problems and situations Return to previous page

24 Similarity and Pythagoras’ Theorem
Subject content: Online resources: the application of the concepts of similarity including lengths in similar figures Pythagoras’ theorem applied to 2-D figures. Similar Shapes Worksheet – TES GCSE Similar Triangles Geometry Activity - TES GCSE Introducing Pythagoras Theorem lesson – TES Pythagoras Theorem in 3D – TES Pythagoras Theorem Lesson – TES – incudes an algebraic proof of the theorem Pythagoras Theorem and coordinates – TES KS4 worksheet - using Pythagoras in 3D - TES Pythagoras worded question worksheet - TES Pythagoras Theorem – Complete Topic Booklet – Teachit Maths Pythagorean triples from fractions – Teachit Maths Pythagoras’ theorem applied to 3-D figures.

25 Analyse Critically C3.2 E1.1 E1.2 E1.3 E1.4 Subject content:
Online resources: C3.2 critical analysis of data quoted in media, political campaigns, marketing etc - questions will concentrate on the analysis of numerical and graphical data   numerical data will normally be given in tabular or spreadsheet form Scams Resource (Username: mei-criticalmaths Password: Critical1) Valid arguments (Username: mei-critical Password: Critical 1) Percentage Use and Abuse (Username: mei-criticalmaths Password: Critical1) Regression to the mean (Username: mei-criticalmaths Password: Critical1) E1.1 The modelling cycle: - representing a situation mathematically, making assumptions and simplifications Parking Permits - Nuffield Foundation Runaway Train - Nuffield Foundation Pulse Rates - Nuffield Foundation Sport at School - TES E1.2 selecting and using appropriate mathematical techniques for problems and situations E1.3 interpreting results in the context of the given problem E1.4 evaluating methods and situations including how they may have been affected by assumptions made

26 Surface area and similarity
Subject content: Online resources: calculate surface areas of spheres, cones, pyramids and composite solids, including the application of the concepts of similarity including lengths in similar figures Activity for 3D shapes - TES Surface area and volume of prisms – TES Surface area and volume of buildings - TES Volume and surface area of a sphere - TES Surface Area Worksheets - TES Desktop revision Volume and Surface Area – Teachit Maths Area and Volume of similar shapes / solids – TES Ratio of lengths, areas, volumes of similar shapes – TES

27 Graphical representation
Subject content: Online resources: F5.1 plotting points to create graphs and interpreting results from graphs in financial contexts Financial Graphs and Charts - Nuffield Foundation Pareto Charts - Nuffield Foundation Match Linear Functions and Graphs - Nuffield Foundation Marketing - Core Maths Maximising Profit - Core Maths E1.1 representing a situation mathematically, making assumptions and simplifications (students will engage in the tackling of 'open' mathematical problem-solving where there may not be a clear single approach or 'correct' answer)

28 Representing Data Diagrammatically 2
Subject content: Online resources: D4.1 constructing and interpreting diagrams for grouped discrete data and continuous data and know their appropriate use - histograms with equal and unequal class intervals - cumulative frequency graphs Pay rates for men and women - Nuffield Foundation Stature - Nuffield Foundation Mammals - Nuffield Foundation Module Results - Nuffield Foundation Pareto Charts - Nuffield Foundation Pulse Rates - Nuffield Foundation Cumulative Tables and Graphs - Maths is Fun Drawing Histograms - TES GCSE Histograms Worksheet – TES Cumulative frequency Collective Memory – TES Plotting cumulative frequency curves video tutorial – TES Elephants Cumulative frequency - TES Throwing a Six – Core Maths Well or Unwell? – Core Maths Practice Time – Core Maths Population data – Core Maths Histogram Dice – Teachit Maths

29 Representing Data Numerically 2
Subject content: Online resources: D3.1 calculating/identifying mean, median, mode from cumulative frequency diagrams, stem and leaf diagrams or boxplots Stature - Nuffield Foundation Mammals - Nuffield Foundation Module Results - Nuffield Foundation Pareto Charts - Nuffield Foundation Cumulative Tables and Graphs - Maths is Fun Standard Deviation Worksheet – TES Cumulative frequency and boxplots lessons – TES Median, quartiles and boxplots worksheet - TES Find the quartiles and interquartile range - TES Shockwheat – Core Maths Throwing a Six – Core Maths Well or Unwell? – Core Maths Practice Time – Core Maths Population data – Core Maths calculating/identifying quartiles, percentiles, range, interquartile range, standard deviation from cumulative frequency diagrams, stem and leaf diagrams or boxplots D3.2 interpreting these numerical measures and reaching conclusions based on these measures E1.2 selecting and using appropriate mathematical techniques for problems and situations

30 Correlation and regression (Slide 1 of 3)
Continued on next page Subject content: Online resources: S7.1 recognising when pairs of data are uncorrelated, correlated, strongly correlated, positively correlated and negatively correlated DISCUSS Regression and Correlation - Nuffield Foundation Anthropometric Data - Nuffield Foundation Mammals - Nuffield Foundation Pearson’s Correlation Coefficient - Statstutor Scatter Diagrams - Maths Is Fun Interactive correlation activity - TES Statistics 1 Correlation – TES Ten point PMCC - TES Valid arguments (Username: mei-critical Password: Critical 1) Population data – Core Maths Investigating the relationship between height and handspan – Teachit Maths S7.2 appreciating that correlation does not necessarily imply causation understanding the idea of an outlier S8.1 understanding that the strength of correlation is given by the pmcc S8.2 understanding that pmcc always has a value in the range from – 1 to + 1 S8.3 appreciating the significance of a positive, zero or negative value of pmcc in terms of correlation of data View next page

31 Return to previous page
Correlation and regression (Slide 2 of 3) Continued on next page Subject content: Online resources: S9.1 the plotting of data pairs on scatter diagrams and the drawing, by eye, of a line of best fit through the mean point (the idea of residuals will not be required) DISCUSS Regression and Correlation - Nuffield Foundation Anthropometric Data - Nuffield Foundation Mammals - Nuffield Foundation Correlation and Regression - TES S9.2 understanding the concept of a regression line S9.3 plotting a regression line from its equation S9.4 using interpolation with regression lines to make predictions S9.5 understanding that there are problems concerning extrapolation S10.1 where raw data is given, candidates will be expected to use a calculator to calculate the pmcc and the equation of the regression line (calculations from grouped data will not be required) Pearson’s Correlation Coefficient - Statstutor Return to previous page

32 Return to previous page
Correlation and regression (Slide 3 of 3) Subject content: Online resources: C1.1 presenting logical and reasoned arguments in context criticising the arguments of others communicating mathematical approaches and solutions DISCUSS Regression and Correlation - Nuffield Foundation Anthropometric Data - Nuffield Foundation Mammals - Nuffield Foundation Return to previous page

33 Expectation (Slide 1 of 2)
Continued on next page Subject content: Online resources: R4.1 understanding that uncertain outcomes can be modelled as random events with estimated probabilities knowing that the probabilities of an exhaustive set of outcomes sum to one Probability - Nuffield Foundation Laws of Probability - Nuffield Foundation Crack the code - 5 lock problems - TES Mutually Exclusive / Exhaustive Events (also considers mutually exclusive events) Screening Test (Username: mei-criticalmaths Password: Critical1) Fitting Numbers - Core Maths Wheels of Fortune – Core Maths Champion of the World – Core Maths Fitting Numbers – Core Maths Russian Fable – Core Maths Special Dice – Core Maths Matching events with probabilities – Teachit Maths R4.2 applying ideas of randomness, fairness and equally likely events to calculate expected outcomes R5.1 understanding and applying Venn diagrams and simple tree diagrams Three Dice - Nuffield Foundation Basic introduction to probability tree diagrams – TES Venn diagram lesson - TES Marbles – Core Maths Investigating patterns of random events - Teachit Maths Venn diagrams Dominoes – Teachit Maths R6.1 calculating the probability of combined events: both A and B; neither A nor B; either A or B (or both) to include independent and dependent events View next page

34 Return to previous page
Expectation (Slide 2 of 2) Subject content: Online resources: R7.1 calculating the expected value of quantities such as financial loss or gain Scams Resource (Username: mei-criticalmaths Password: Critical1) Pinball Wizard – Core Maths The Secret of Winning – Core Maths C1 presenting logical and reasoned arguments in context criticising the arguments of others communicating mathematical approaches and solutions Return to previous page

35 Rates of change (slide 1 of 2)
Continued on next page Subject content: Online resources: G3.1 interpreting the gradient of a straight line graph as a rate of change Test Run - Nuffield Foundation Gradients - Nuffield Foundation (rules for differentiation could be used as an extension activity) Model the Motion - Nuffield Foundation G3.2 interpreting the gradient at a point on a curve as an instantaneous rate of change G3.3 estimating rates of change for functions from their graphs G4.1 Tour de France problem solving – TES Speed time graphs - TES The story of a distance time graph = Teachit Maths View next page

36 Return to previous page
Rates of change (slide 2 of 2) Subject content: Online resources: G5.1 knowing that the gradient of a distance–time graph represents speed and that the gradient of a velocity–time graph represents acceleration Test Run - Nuffield Foundation Model the Motion - Nuffield Foundation C1 presenting logical and reasoned arguments in context criticising the arguments of others communicating mathematical approaches and solutions Return to previous page

37 student loans and mortgages Annual Percentage Rate (APR)
Repayments and credit Subject content: Online resources: F4.1 student loans and mortgages Annual Percentage Rate (APR) Credit Cards - Nuffield Foundation APR - Nuffield Foundation Financial Calculations - Nuffield Foundation Inflation Indices - Nuffield Foundation Compound Interest – MEI (Username: mei-imps Password: imps) Student Loans 1 – MEI (Username: mei-imps Password: imps) Student Loans 2 – MEI (Username: mei-imps Password: imps) Student Loans Company website Money Advice Service website Stop Loan Sharks (lessons for year olds) – Pfeg Adding up to a Lifetime Money Sense – Credit and Debt - Natwest E1.2 selecting and using appropriate mathematical techniques for problems and situations

38 Taxation: Value Added Tax (VAT)
Subject content: Online resources: F6.1 Taxation: Value Added Tax (VAT) Government Spending and VAT - TES Money Advice Service website HMRC website Adding up to a Lifetime E1.2 selecting and using appropriate mathematical techniques for problems and situations

39 Limits of accuracy Subject content: Online resources: F1.3 applying and interpreting limits of accuracy, specifying simple error intervals due to truncation or rounding Error Bounds, Limits of Accuracy in Measurement – TES Limits of Accuracy homework – TES Limits of accuracy powerpoint and worksheet - TES

40 Probabilities and estimation (Slide 1 of 2)
Continued on next page Subject content: Online resources: S4.1 understand what is meant by the term ‘population’ in statistical terms S4.2 developing ideas of sampling to include the concept of a simple random sample from a population S5.1 knowing that the mean of a sample is called a ‘point estimate’ for the mean of the population appreciating that accuracy is likely to be improved by increasing the sample size View next page

41 Return to previous page
Probabilities and estimation (Slide 2 of 2) Subject content: Online resources: S6.1 C1 presenting logical and reasoned arguments in context criticising the arguments of others communicating mathematical approaches and solutions Return to previous page

42 Cost benefit analysis (Slide 1 of 2)
Continued on next page Subject content: Online resources: R8.1 understanding that many decisions have to be made when outcomes cannot be predicted with certainty Scams Resource (Username: mei-criticalmaths Password: Critical1) Making decisions involving risk (Username: mei-criticalmaths Password: Critical1) R9.1 Control measures: understanding that the actions that can be taken to reduce or prevent specific risks may have their own costs (to include the costs and benefits of insurance) R10.1 using probabilities to calculate expected values of costs and benefits of decisions other factors must be considered, for example - the regulatory framework (eg compulsory insurance) - minimising the maximum possible loss View next page

43 Return to previous page
Cost benefit analysis (Slide 2 of 2) Subject content: Online resources: R10.2 understanding that calculating an expected value is an important part of such decision making Scams Resource (Username: mei-criticalmaths Password: Critical1) Making decisions involving risk (Username: mei-criticalmaths Password: Critical1) C1 presenting logical and reasoned arguments in context criticising the arguments of others communicating mathematical approaches and solutions Return to previous page

44 Exponential Functions (Slide 1 of 2)
Continued on next page Subject content: Online resources: G6.1 Climate Prediction - Nuffield Foundation Gas Guzzlers - Nuffield Foundation Cup of Coffee - Nuffield Foundation How Frequent are Earthquakes? - Nuffield Foundation Smoke Strata - Nuffield Foundation Growth and Decay - Nuffield Foundations Matching Graph Sketches - TeachIt Maths (Includes some extension graphs beyond the specification: PDF File has free access) Exponential growth – MEI (Username: mei-imps Password: imps) Growth and Decay - Core Maths Vampires – Core Maths G6.2 G7.1 View next page

45 Return to previous page
Exponential Functions (Slide 2 of 2) Subject content: Online resources: G8.2 using exponential functions to model growth and decay in various contexts Climate Prediction - Nuffield Foundation Gas Guzzlers - Nuffield Foundation Cup of Coffee - Nuffield Foundation How Frequent are Earthquakes? - Nuffield Foundation Smoke Strata - Nuffield Foundation Growth and Decay - Nuffield Foundations Exponential growth – MEI (Username: mei-imps Password: imps) Growth and Decay - Core Maths Studying Bacteria – Teachit Maths G8.1 C1 presenting logical and reasoned arguments in context criticising the arguments of others communicating mathematical approaches and solutions Return to previous page

46 Taxation: Income Tax and National Insurance
Subject content: Online resources: F6.1 Taxation: income tax, National Insurance Income Tax - Nuffield Foundation National Insurance - Nuffield Foundation HMRC website E1.2 selecting and using appropriate mathematical techniques for problems and situations


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