Analysis of Variance (ANOVA) is a lecture which is covered within the Statistic or Basic Business Statistic module by business and economics students. Analysis of variance, known by the acronym ANOVA, allows statistical comparison among samples taken from many populations. While ANOVA literally does analyze variation, the purpose of ANOVA is to reach conclusions about possible differences among the means of each group, analogous to the hypothesis tests of the previous chapter. Every ANOVA design uses samples that represent each group and subdivides the total variation observed across all samples (all groups) toward the goal of analyzing possible differences among the means of each group. How this subdivision, called partitioning, works is a function of the design being used, but total variation, represented by the quantity sum of squares total (SST), will always be the starting point. As with other statistical methods, ANOVA requires making assumptions about the populations that the groups represent. Learning objectives: The basic concepts of experimental design How to use one-way analysis of variance to test for differences among the means of several groups When and how to use a randomized block design How to use two-way analysis of variance and interpret the interaction effect How to perform multiple comparisons in a one-way analysis of variance, a randomized block design, and a two-way analysis of variance In this File you will find: Analysis of Variance Lecture Power Point Presentation Test Bank for Analysis of Variance with 213 Questions with all answers to them 61 Exercises for Analysis of Variance lecture / seminar Plus reading resource on Analysis of Variance in order to enhance you overall knowledge about the topic. Once you will purchase this resource please leave a comment! All resources are compressed in zip file.

Statistics Maths quiz and answers for KS3 or KS4 Students. Versatile, editable resource for either an Online virtual maths lesson or a more traditional classroom based maths lesson. The topic of the quiz is Statistics This maths quiz includes a wide variety of different rounds including: matching rounds, photo rounds, linking rounds , number round, multiple choice round , designing round, word search, anagrams and much more… Contents of Quiz ☞ 1 x Professionally Designed PowerPoint Quiz ( Containing 10 Different Rounds and over 50+ Questions) ☞1 x Set of certificates for winning students (Gold, Silver and Bronze) ☞ 1 x Full set of Answers (Animated at the end of the Quiz) ☞ 1 x Student Answer Sheets they can fill in during the quiz ☞ 1 x FULLY DIGITAL STUDENT ANSWER SHEET ☞ Quiz can be done as an individual task or in small teams. You may also want to check out some of our popular selling MATHS resources for your students: ✰ Probability - Maths Escape room ✰ End of Term Maths Escape Room ✰ Algebra Escape Room ✰ Different Shapes - Escape Room ✰ Christmas Maths Escape Room ✰ Christmas Maths Bundle ✰ Sequence and Series Math Topic ✰ Numbers - Math Escape room ✰ Data and Statistics - Math Resource ✰ Careers in Maths ✰ Coordinate Geometry Resource

Advanced Higher Statistics Pupil Notes for Stats 1 and 2

These PowerPoints form full lessons of work that together cover the new AS level Further Maths course for the AQA exam board. Together all the PowerPoints include; • A complete set of notes for students • Model examples • Probing questions to test understanding • Class questions including answers • Individual whiteboard work • Links to exercises in ‘AQA approved textbooks by Camb uni Press’ these can easily be edited for your textbook The PowerPoints can be used in the lesson and also given to students that have missed a lesson I have added ‘Further Maths 5 - Matrices Transformation’ and ‘Further Maths 23 - Network Flows’ for free download Please leave a review as it will really help me to improve my resources Statistics – Confidence intervals covers; Construct symmetric confidence intervals for the mean of a normal distribution with known variance Construct symmetric confidence intervals from large samples, of the mean of a normal distribution with unknown variance

Presentation on Statistics covering; Data types Bias Data skews Standard deviation Standard scores Z Scores

A set of games which can be used to illustrate the importance of probability.

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

Make your statistics lessons more relevant with this free downloadable booklet, Relevant & Engaging Statistics. This chapter provides information about how to plan an investigation including a useful planning sheet for learners. Many ideas and examples of how to find the data and take the investigation forward.

These PowerPoints form full lessons of work that together cover the new A level Maths course for all exam boards. Together all the PowerPoints include; A complete set of notes for students Model examples Probing questions to test understanding Class questions including answers Individual whiteboard work Links to exercises in ‘The Textbook by CGP’ these can easily be edited for your textbook The PowerPoints can be used in the lesson and also given to students that have missed a lesson I have added ‘A2 level maths 13 - Composite functions’ for free download Please leave a review as it will really help me to improve my resources Statistics - Conditional probability covers; Understand and use conditional probability, including the use of tree diagrams, Venn diagrams, two-way tables Understand and use the conditional probability formula P(A│B)=P(A∩B)/P(B) Modelling with probability, including critiquing assumptions made and the likely effect of more realistic assumptions

A complete topic workbook on the Year 11 Mathematics Advanced Working with Functions topic. Content Includes * Language of Probability * Illustrating the Sample Space * Sets and Venn diagrams * The Addition Rule of Probability * The Product Rule of Probability * Probability Trees * Conditional Probability * Random Variables * Discrete probability distributions * Expected Value * Variance and Standard Deviation * Textbook Exercises: Haese Mathematics (2012) * Textbook Exercises: Maths In Focus (Chapter 12)

Another great lesson from Lisa McNulty.

Statistics Maths quiz and answers for KS3 or KS4 Students. Versatile, editable resource for either an Online virtual maths lesson or a more traditional classroom based maths lesson. The topic of the quiz is Statistics This maths quiz includes a wide variety of different rounds including: matching rounds, photo rounds, linking rounds , number round, multiple choice round , designing round, word search, anagrams and much more… **Just added for ONLINE LEARNING - NEW DIGITAL ANSWER SHEET - Student can fill in their editable PDF answer sheet and can also self mark with built in tick boxes and score counter. Contents of Quiz ☞ 1 x Professionally Designed PowerPoint Quiz ( Containing 10 Different Rounds and over 50+ Questions) ☞1 x Set of certificates for winning students (Gold, Silver and Bronze) ☞ 1 x Full set of Answers (Animated at the end of the Quiz) ☞ 1 x Student Answer Sheets they can fill in during the quiz ☞ 1 x FULLY DIGITAL STUDENT ANSWER SHEET ☞ Quiz can be done as an individual task or in small teams. ✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰ How could you use it Use for a Live Zoom / Teams Lesson Assess Prior knowledge As a class based activity / Lesson An educational ’ Treat Lesson ’ For your students. ✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰ Who are Cre8tive Resources? We are a not-for profit Community interest social enterprise made up of Teachers. We invest in developing more free and paid resources for students. Product Code: C8/QZ/225 ✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰✰ You may also want to check out some of our popular selling MATHS resources for your students: ✰ Probability - Maths Escape room ✰ End of Term Maths Escape Room ✰ Algebra Escape Room ✰ Different Shapes - Escape Room ✰ Christmas Maths Escape Room ✰ Christmas Maths Bundle ✰ Sequence and Series Math Topic ✰ Numbers - Math Escape room ✰ Data and Statistics - Math Resource ✰ Careers in Maths ✰ Coordinate Geometry Resource

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.

A worksheet with answers to help pupils practice using the geometric mean formula.

Slides to cover: Pascal’s Triangle How it relates to the binomial distrubution How to calculate binomial distributions Spot the mistake Exit Task There are questions and explanations included in the slides but no activity as of yet. Will be coming.

Time-Series Forecasting is a lecture which is covered within the Statistic or Basic Business Statistic module by business and economics students. A time series is a set of numerical data collected over time. Due to differences in the features of data for various investments described in the Using Statistics scenario, you need to consider several different approaches for forecasting time-series data. This lecture begins with an introduction to the importance of business forecasting and a description of the components of time-series models. The coverage of forecasting models begins with annual time-series data. First section presents moving averages and exponential smoothing methods for smoothing a series. This is followed by least-squares trend fitting and forecasting in the next section and autoregressive modeling in the following section. After lecture discusses how to choose among alternative forecasting models. Finally lecture develops models for monthly and quarterly time series. Learning objectives: To construct different time-series forecasting models: moving averages, exponential smoothing, linear trend, quadratic trend, exponential trend, autoregressive models, and least squares models for seasonal data To choose the most appropriate time-series forecasting model In this lecture we discussed: The importance of forecasting The component factors of the time-series model The smoothing of data series Moving averages Exponential smoothing Least square trend fitting and forecasting Linear, quadratic and exponential models Autoregressive models A procedure for choosing appropriate models Time-series forecasting of monthly or quarterly data by using dummy variables Pitfalls concerning time-series analysis In this File you will find: Time-Series Forecasting Lecture Power Point Presentation Test Bank for Time-Series Forecasting with 170 Questions with all answers to them 64 Exercises for Time-Series Forecasting seminar or lecture Plus reading resource on Time-Series Forecasting in order to enhance you overall knowledge about the topic. Once you will purchase this resource please leave a comment! All resources are compressed in zip file. You can purchase this teaching resource with more than 20 % Discount by pressing this link. Use coupon code during checkout process: LOVETOTEACH

Simple Linear Regression is a lecture which is covered within the Statistic or Basic Business Statistic module by business and economics students. This lecture discusses simple linear regression models that use a single numerical independent variable, X, to predict the numerical dependent variable, Y. In this lecture, you will learn regression analysis techniques that help uncover relationships between variables. regression analysis leads to selection of a model that expresses how one or more independent variables can be used to predict the value of another variable, called the dependent variable. regression models identify the type of mathematical relationship that exists between a dependent variable and an independent variable, thereby enabling you to quantify the effect that a change in the independent variable has on the dependent variable. Models also help you identify unusual values that may be outliers Learning objectives: How to use regression analysis to predict the value of a dependent variable based on a value of an independent variable The meaning of the regression coefficients b0 and b1 How to evaluate the assumptions of regression analysis and know what to do if the assumptions are violated To make inferences about the slope and correlation coefficient To estimate mean values and predict individual values In this File you will find: Simple Linear Regression Lecture Power Point Presentation Test Bank for Simple Linear Regression with 213 Questions with all answers to them 86 Exercises for Simple Linear Regression seminar or lecture Plus reading resource on Simple Linear Regression in order to enhance you overall knowledge about the topic. Once you will purchase this resource please leave a comment! All resources are compressed in zip file. You can purchase this teaching resource with more than 20 % Discount by pressing this link. Use coupon code during checkout process: LOVETOTEACH