This coursebook will help your students build a confident working knowledge of concepts in probability and statistics. Students will develop their data literacy skills by using statistics in real-world contexts and analysing the results of statistical techniques. A wide range of activities provide opportunities to practise applying key statistical methods and measures, such as sampling, linear interpolation and standard deviation. Help your students prepare for further study by providing opportunities to display their practical skills, such as selecting an appropriate statistics technique for…mehr
This coursebook will help your students build a confident working knowledge of concepts in probability and statistics. Students will develop their data literacy skills by using statistics in real-world contexts and analysing the results of statistical techniques. A wide range of activities provide opportunities to practise applying key statistical methods and measures, such as sampling, linear interpolation and standard deviation. Help your students prepare for further study by providing opportunities to display their practical skills, such as selecting an appropriate statistics technique for a given scenario. Suitable to support the Cambridge IGCSE(TM) Statistics syllabus (0479) for examination from 2027.
Introduction Chapter 1 Data and its Collection 1.1 Types of data and variable 1.2 Surveys 1.3 Types of Sample Chapter 2 Basic Probability 2.1 Experiments, Outcomes and Events Chapter 3 Frequency Distributions of Ungrouped Data 3.1 Tabular representation 3.2 Pictorial Representation 3.3 Venn diagrams Practice Questions Chapter 4 Frequency Distributions of Grouped Data 4.1 Grouped Discrete Data 4.2 Continuous Data 4.3 Pictorial representations Chapter 5 Measures of Central Tendency 5.1 Measures for Ungrouped Data 5.2 Measures for Grouped Data 5.3 Features of the Measures of Central Tendency Chapter 6 Weighted Averages 6.1 Weighted means 6.2 Index Numbers 6.3 Crude and Standardised rates Practice Questions Chapter 7 Measures of Dispersion 7.1 Range 7.2 Interquartile Range 7.3 Linear Interpolation from a Cumulative Frequency Table 7.4 Standard Deviation and Variance 7.5 Features of the Measures of Dispersion Chapter 8 Transformation of Data Sets 8.1 Derived Distributions 8.2 Scaling Chapter 9 Probability and Probability Distributions 9.1 Mutually Exclusive Events 9.2 Independent events 9.3 Conditional probabilities 9.4 Dependent events 9.5 Probability distributions and Expectation Practice Questions Chapter 10 Bivariate Data 10.1 Correlation and Scatter Diagrams 10.2 Lines of best fit Chapter 11 Time Series 11.1 Variation and Trend in a time series 11.2 Seasonal Variation, trend line and moving averages 11.3 Seasonal Adjustment Practice Questions Answers to Exercises and Practice Questions Glossary Index
Introduction Chapter 1 Data and its Collection 1.1 Types of data and variable 1.2 Surveys 1.3 Types of Sample Chapter 2 Basic Probability 2.1 Experiments, Outcomes and Events Chapter 3 Frequency Distributions of Ungrouped Data 3.1 Tabular representation 3.2 Pictorial Representation 3.3 Venn diagrams Practice Questions Chapter 4 Frequency Distributions of Grouped Data 4.1 Grouped Discrete Data 4.2 Continuous Data 4.3 Pictorial representations Chapter 5 Measures of Central Tendency 5.1 Measures for Ungrouped Data 5.2 Measures for Grouped Data 5.3 Features of the Measures of Central Tendency Chapter 6 Weighted Averages 6.1 Weighted means 6.2 Index Numbers 6.3 Crude and Standardised rates Practice Questions Chapter 7 Measures of Dispersion 7.1 Range 7.2 Interquartile Range 7.3 Linear Interpolation from a Cumulative Frequency Table 7.4 Standard Deviation and Variance 7.5 Features of the Measures of Dispersion Chapter 8 Transformation of Data Sets 8.1 Derived Distributions 8.2 Scaling Chapter 9 Probability and Probability Distributions 9.1 Mutually Exclusive Events 9.2 Independent events 9.3 Conditional probabilities 9.4 Dependent events 9.5 Probability distributions and Expectation Practice Questions Chapter 10 Bivariate Data 10.1 Correlation and Scatter Diagrams 10.2 Lines of best fit Chapter 11 Time Series 11.1 Variation and Trend in a time series 11.2 Seasonal Variation, trend line and moving averages 11.3 Seasonal Adjustment Practice Questions Answers to Exercises and Practice Questions Glossary Index
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