IBDP Mathematics Analysis & Approaches HL Chapter 7 Notes
STUDY NOTES FOR MATHEMATICS – CHAPTER 7 – Statistics
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All DP mathematics courses serve to accommodate the diverse range of needs, interests and abilities of students, and to fulfill the requirements of various university and career aspirations. The aims of these courses are to enable students to: develop mathematical knowledge, concepts, principles, logical, critical and creative thinking, employ and refine their powers of abstraction and generalization. Students are also encouraged to appreciate the international dimensions of mathematics and the multiplicity of its cultural and historical perspectives.
In this chapter we consider bivariate data, which means data has two variables recorded for each individual. In most real-world situations, there will not be an exact relationship between the two variables. Our goal is to find which model best fits the data and measure how strong the relationship between the variables is. We delve into topics such as correlation when using scatter plots by drawing the line of best fit to classify the strength between variables. However, as this method is subjective, we use Pearson’s product moment correlation coefficient r as it is a more precise measure of strength. In order to find the equation of the line which best fits the data, we use a method known as linear regression. This method minimises the distance between the line and the data points, known as a residual. Lastly, we learn about the Spearman’s rank correlation coefficient of a bivariate data set, the Pearson product-moment correlation of coefficient of the variables’ ranks.
- Chapter 1 Algebra and Function Basics
- Chapter 2 Functions Equations and Inequalities
- Chapter 3 Sequences and Series
- Chapter 4 Exponential and Logarithmic Functions
- Chapter 5 Trigonometric Functions and Equations
- Chapter 6 Geometry and Trigonometry
- Chapter 7 Statistics
- Chapter 8 Probability
- Chapter 9 Differential Calculus 1
- Chapter 10 Differential Calculus 2
- Chapter 11 Integral Calculus
- Chapter 12 Probability Distributions