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NZ NCEA Level 3 Mathematics and Statistics

NCEA Level 3 · NZQAMathematics and Statistics43 notes in 6 folders, 249 KB

Notes for NZQA NCEA Level 3 Mathematics and Statistics, in folders for the six externally assessed standards: complex numbers, differentiation and integration (91577 to 91579), then statistically based reports, probability concepts and probability distributions (91584 to 91586). Each note has definitions, methods and worked examples. Delete any folder for a standard you are not taking once the notes are yours.

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What is inside

  • Complex numbers
    • Complex numbers and the Argand diagram5 KB
    • Arithmetic with complex numbers5 KB
    • Polar form of a complex number6 KB
    • De Moivre's theorem and roots of complex numbers6 KB
    • Polynomial equations with complex roots6 KB
    • Loci in the Argand diagram6 KB
    • Surds4 KB
  • Differentiation
    • Limits, continuity and differentiability6 KB
    • Derivatives from first principles, powers, exponentials and logarithms5 KB
    • Derivatives of trigonometric functions4 KB
    • Product, quotient and chain rules5 KB
    • Parametric and implicit differentiation5 KB
    • Gradient, stationary points, concavity and points of inflection6 KB
    • Tangents and normals5 KB
    • Optimisation5 KB
    • Related rates of change6 KB
  • Integration
    • Antiderivatives and standard integrals5 KB
    • Reverse chain rule and rational functions5 KB
    • Trigonometric integrals5 KB
    • Definite integrals and areas5 KB
    • Numerical integration6 KB
    • Rates of change and motion5 KB
    • Differential equations6 KB
  • Statistically based reports
    • Populations, samples, variables and the enquiry cycle6 KB
    • Surveys, polls and sampling methods8 KB
    • Margin of error and confidence intervals for a proportion6 KB
    • Comparing proportions6 KB
    • Experiments, observational studies and causation8 KB
    • Reading and critiquing a statistical report8 KB
  • Probability concepts
    • Probability, randomness and true, model and experimental estimates7 KB
    • Combined events, mutually exclusive and independent events6 KB
    • Conditional probability and two-way tables5 KB
    • Probability trees6 KB
    • Venn diagrams5 KB
    • Permutations and combinations6 KB
    • Probability in context: risk, screening tests and assumptions8 KB
  • Probability distributions
    • Random variables and probability distributions5 KB
    • Expected value and variance6 KB
    • Binomial distribution6 KB
    • Poisson distribution6 KB
    • Continuous uniform and triangular distributions6 KB
    • Normal distribution6 KB
    • Choosing and judging a model: true, model and experimental distributions8 KB

The first note

Complex numbers / Complex numbers and the Argand diagram

## The imaginary unit No real number squares to a negative, so the equation $x^2 = -1$ has no real solution. The **imaginary unit** $i$ is defined to be a number with $$ i^2 = -1 $$ which lets every negative number have a square root: $\sqrt{-16} = 4i$ and $\sqrt{-3} = \sqrt{3}\,i$. Take the factor $i$ out before doing anything else with a root of a negative number, because the usual rule $\sqrt{a}\sqrt{b} = \sqrt{ab}$ is only safe when at least one of $a$ and $b$ is positive. Powers of $i$ repeat in a cycle of four: $$ i^1 = i, \qquad i^2 = -1, \qquad i^3 = -i, \qquad i^4 = 1 $$ so $i^{n}$ depends only on the remainder of $n$ divided by 4. For example $i^{27} = i^{24}\cdot i^{3} = -i$. ## Rectangular form A **complex number** has the form $$ z = x + iy $$ where $x$ and $y$ are real. The number $x$ is the **real part**, written $\operatorname{Re}(z)$, and $y$ is the **imaginary part**, written $\operatorname{Im}(z)$. The imaginary part is the real number $y$, so it does not include the $i$. For $z = 5 - 2i$, $\operatorname{Re}(z) = 5$ and $\operatorname{Im}(z) = -2$. Two complex numbers are equal exactly when their real parts are equal and their imaginary parts are equal. This is what lets one complex equation be split into two real equations, and it is used constantly when solving for unknown constants. A number with $y = 0$ is real, so every real number is also a complex number. A number with $x = 0$ and $y \neq 0$ is **purely imaginary**. ### Worked example: equating…

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