Cameroon GCE A-Level Pure Mathematics with Statistics key terms
Cameroon GCE A-Level Pure Mathematics with Statistics · Get comfortable with the vocabulary.
- Discriminant
- Related: Complex Conjugate Pair, Completing the Square
The quantity b² − 4ac for the quadratic ax² + bx + c. Its sign tells whether the roots are real and distinct, real and equal, or a complex conjugate pair.
- Completing the Square
- Related: Discriminant, Composite Function
Rewriting ax² + bx + c as a(x + p)² + q by adding and subtracting a constant. It reveals the vertex of the parabola and the range of the function.
- Composite Function
- Related: Inverse Function, Domain and Range
A function formed by applying one function to the output of another, written fg(x) or f(g(x)). It exists only where the inner output lies in the outer domain.
- Inverse Function
- Related: Composite Function, Domain and Range
The function f⁻¹ that reverses f, so f⁻¹(f(x)) = x. It exists as a function only when f is one-to-one on its stated domain.
- Domain and Range
- Related: Inverse Function, Composite Function
The domain is the set of input values a function accepts; the range is the set of output values it actually produces. Both must be stated when a function is defined.
- Remainder and Factor Theorem
- Related: Partial Fractions, Binomial Expansion
Dividing polynomial f(x) by (x − a) leaves remainder f(a); (x − a) is a factor exactly when f(a) = 0. The theorem also fixes unknown coefficients.
- Partial Fractions
- Related: Remainder and Factor Theorem, Integration by Substitution
Splitting a rational expression into a sum of simpler fractions with linear or repeated linear denominators. The result integrates and expands more easily than the original.
- Arithmetic Progression
- Related: Geometric Progression, Sum to Infinity
A sequence in which each term differs from the previous one by a fixed constant d. The nth term is a + (n − 1)d and the sum of n terms is n/2[2a + (n − 1)d].
- Geometric Progression
- Related: Sum to Infinity, Convergence of a Series
A sequence in which each term is a fixed multiple r of the previous one. The nth term is ar^(n−1) and the sum of n terms is a(1 − rⁿ)/(1 − r) for r ≠ 1.
- Sum to Infinity
- Related: Geometric Progression, Convergence of a Series
The limiting value a/(1 − r) of a geometric series, valid only when the common ratio satisfies |r| < 1. Otherwise the series diverges and no finite sum exists.
- Convergence of a Series
- Related: Sum to Infinity, Binomial Expansion
The property that the partial sums of a series approach a finite limit as more terms are added. For geometric series this happens precisely when the common ratio has modulus below one.
- Binomial Expansion
- Related: Convergence of a Series, Remainder and Factor Theorem
Writing (a + b)ⁿ as a sum of terms using binomial coefficients, with general term C(n, r)a^(n−r)b^r. For non-positive or fractional n it gives an infinite series valid for small |x|.
- Method of Differences
- Related: Partial Fractions, Arithmetic Progression
Summing a series by writing each term as a difference of consecutive values of a related expression, so intermediate terms cancel and only a few survive.
- Gradient of a Line
- Related: Perpendicular Lines, Equation of a Circle
The change in y divided by the change in x between two points on a line. It measures steepness and appears as m in y = mx + c.
- Perpendicular Lines
- Related: Gradient of a Line, Normal to a Curve
Two lines meeting at right angles. Their gradients m₁ and m₂ satisfy m₁m₂ = −1, so each gradient is the negative reciprocal of the other.
- Equation of a Circle
- Related: Completing the Square, Gradient of a Line
The form (x − a)² + (y − b)² = r², describing all points at distance r from centre (a, b). Expanding it gives x² + y² + 2gx + 2fy + c = 0.
- Parametric Equations
- Related: Chain Rule, Normal to a Curve
A pair x = f(t), y = g(t) describing a curve through a third variable t. Differentiation then uses dy/dx = (dy/dt) ÷ (dx/dt).
- Radians
- Related: Small Angle Approximation, Compound Angle Formulae
The angle measure defined so that a full turn is 2π. Arc length is rθ and sector area is ½r²θ when θ is in radians.
- Compound Angle Formulae
- Related: Double Angle Formulae, Radians
Identities such as sin(A ± B) = sinA cosB ± cosA sinB and the matching cosine and tangent forms. They expand trigonometric expressions involving sums or differences of angles.
- Double Angle Formulae
- Related: Compound Angle Formulae, Integration by Substitution
Identities expressing trigonometric ratios of 2A through A, for example sin2A = 2sinA cosA and cos2A = cos²A − sin²A. They are used to simplify and to integrate.
- Small Angle Approximation
- Related: Radians, Maclaurin Series
For small θ in radians, sinθ ≈ θ, tanθ ≈ θ and cosθ ≈ 1 − θ²/2. These replace trigonometric terms by polynomials in limiting and modelling problems.
- General Solution of a Trigonometric Equation
- Related: Radians, Double Angle Formulae
The complete set of angles satisfying an equation, obtained by adding whole periods to a principal value, for example x = 180n° + (−1)ⁿα for sinx = sinα.
- Chain Rule
- Related: Parametric Equations, Integration by Substitution
The rule dy/dx = dy/du × du/dx for differentiating a function of a function. It underlies related rates, parametric differentiation and integration by substitution.
- Product and Quotient Rules
- Related: Chain Rule, Implicit Differentiation
Rules for differentiating products and quotients: (uv)′ = u′v + uv′ and (u/v)′ = (u′v − uv′)/v². Both are needed for rational and mixed trigonometric expressions.
- Implicit Differentiation
- Related: Chain Rule, Product and Quotient Rules
Differentiating an equation relating x and y term by term, treating y as a function of x and applying the chain rule, then solving for dy/dx.
- Normal to a Curve
- Related: Perpendicular Lines, Stationary Point
The line through a point on a curve perpendicular to the tangent there. Its gradient is the negative reciprocal of the curve's gradient at that point.
- Stationary Point
- Related: Normal to a Curve, Definite Integral
A point where the first derivative is zero. The second derivative decides whether it is a maximum, a minimum, or a point of inflection.
- Integration by Substitution
- Related: Chain Rule, Definite Integral
Replacing a variable in an integral by a new one so the integrand becomes standard. Limits must be converted when the integral is definite.
- Definite Integral
- Related: Integration by Substitution, Stationary Point
The limit of a sum of areas, written ∫ from a to b of f(x) dx, evaluated as F(b) − F(a) for an antiderivative F. It gives signed area under a curve.
- Integration by Parts
- Related: Product and Quotient Rules, Definite Integral
The rule ∫u dv = uv − ∫v du, used for products such as x·eˣ or x·cosx. Choice of u follows the usual priority of functions.
- Maclaurin Series
- Related: Small Angle Approximation, Binomial Expansion
The expansion f(x) = f(0) + xf′(0) + (x²/2!)f″(0) + …, giving polynomial approximations such as eˣ, sinx and ln(1 + x).
- Scalar Product
- Related: Vector Equation of a Line, Determinant of a Matrix
The number a·b = |a||b|cosθ formed from two vectors. It tests perpendicularity, since a·b = 0 exactly when the vectors meet at right angles.
- Vector Equation of a Line
- Related: Scalar Product, Parametric Equations
The form r = a + tb, where a is a fixed position vector, b a direction vector and t a scalar parameter. It describes every point on the line.
- Determinant of a Matrix
- Related: Inverse of a Matrix, Scalar Product
A number computed from a square matrix; for a 2×2 matrix with entries a, b, c, d it is ad − bc. A zero determinant means the matrix has no inverse.
- Inverse of a Matrix
- Related: Determinant of a Matrix, Augmented Matrix
The matrix A⁻¹ satisfying AA⁻¹ = I. For 2×2 matrices it is (1/det A) times the matrix with a and d swapped and b and c negated.
- Augmented Matrix
- Related: Inverse of a Matrix, Determinant of a Matrix
A coefficient matrix written alongside the constant column and reduced by row operations to solve simultaneous linear equations.
- Modulus and Argument
- Related: Polar Form, Complex Conjugate Pair
For a complex number z = x + iy, the modulus |z| is √(x² + y²) and the argument is the angle its vector makes with the positive real axis, usually taken in (−π, π].
- Polar Form
- Related: Modulus and Argument, De Moivre's Theorem
Writing a complex number as r(cosθ + isinθ), where r is the modulus and θ the argument. It makes multiplication, division and powers straightforward.
- De Moivre's Theorem
- Related: Polar Form, Modulus and Argument
The result that [r(cosθ + isinθ)]ⁿ = rⁿ(cos nθ + isin nθ). It gives powers and roots of complex numbers and derives trigonometric identities.
- Complex Conjugate Pair
- Related: Discriminant, Modulus and Argument
Two roots of the form a ± ib that occur together when a polynomial with real coefficients has non-real roots. Their sum 2a is real and their product a² + b² is real.
- Conditional Probability
- Related: Independent Events, Mutually Exclusive Events
The probability of event A given that B has occurred, written P(A|B) = P(A ∩ B)/P(B) for P(B) > 0. It underlies tree diagrams and Bayes-type reasoning.
- Independent Events
- Related: Conditional Probability, Mutually Exclusive Events
Events whose occurrence does not affect each other's probability, so P(A ∩ B) = P(A)P(B). Equivalently P(A|B) = P(A).
- Mutually Exclusive Events
- Related: Independent Events, Conditional Probability
Events that cannot happen together, so P(A ∩ B) = 0 and P(A ∪ B) = P(A) + P(B). They are not independent unless one has probability zero.
- Binomial Distribution
- Related: Normal Distribution, Poisson Distribution
The distribution of the number of successes in n independent trials each with the same success probability p. Its mean is np and variance np(1 − p).
- Poisson Distribution
- Related: Binomial Distribution, Normal Distribution
A model for counts of rare events in a fixed interval, with P(X = r) = e^(−λ)λʳ/r!. Its mean and variance both equal λ.
- Normal Distribution
- Related: Standard Normal Variable, Continuity Correction
A symmetric bell-shaped continuous distribution fixed by mean μ and variance σ². Standardising with z = (x − μ)/σ lets tables of the standard normal be used.
- Standard Normal Variable
- Related: Normal Distribution, Continuity Correction
The variable Z with mean 0 and variance 1 obtained by z = (x − μ)/σ. Its cumulative probabilities are read from printed tables.
- Continuity Correction
- Related: Normal Distribution, Binomial Distribution
The adjustment of a discrete value by 0.5 when a discrete distribution is approximated by a continuous one, for example P(X ≥ 7) becomes P(Y > 6.5).
- Mean, Median and Mode
- Related: Standard Deviation, Cumulative Frequency Curve
Three measures of central tendency: the arithmetic average, the middle value of ordered data, and the most frequent value. Each suits different data types and shapes.
- Standard Deviation
- Related: Mean, Median and Mode, Coded Data
The square root of the variance, measuring the typical spread of values about the mean in the original units. A small value means values cluster tightly.
- Cumulative Frequency Curve
- Related: Mean, Median and Mode, Histogram
A graph of running totals against upper class boundaries. Quartiles and the median are read off at 25%, 50% and 75% of the total frequency.
- Histogram
- Related: Cumulative Frequency Curve, Standard Deviation
A bar chart for continuous data in which bar area, not height, represents frequency. Heights are therefore frequency densities when class widths differ.
- Coded Data
- Related: Standard Deviation, Mean, Median and Mode
Data transformed by y = (x − a)/b to simplify calculation. The mean and standard deviation transform by the same rule, while the variance scales by b².
- Unbiased Estimator
- Related: Confidence Interval, Central Limit Theorem
A statistic whose expected value equals the population parameter it estimates. The sample mean is unbiased for μ, while the sample variance uses divisor n − 1.
- Central Limit Theorem
- Related: Unbiased Estimator, Confidence Interval
The result that sample means from a large sample are approximately normally distributed about the population mean, with standard error σ/√n, whatever the population shape.
- Confidence Interval
- Related: Unbiased Estimator, Significance Level
A range of plausible values for a population parameter, built as estimate ± z × standard error. The stated percentage gives the long-run capture rate.
- Null and Alternative Hypotheses
- Related: Significance Level, Type I and Type II Errors
The null hypothesis H₀ states no effect or no change and is assumed true during the test; the alternative H₁ states the claim being tested, one- or two-sided.
- Significance Level
- Related: Null and Alternative Hypotheses, Type I and Type II Errors
The probability, chosen before testing, of rejecting a true null hypothesis, commonly 5% or 1%. It fixes the critical region against which the test statistic is compared.
- Type I and Type II Errors
- Related: Significance Level, Null and Alternative Hypotheses
A Type I error rejects a true null hypothesis; a Type II error fails to reject a false one. Lowering the significance level reduces Type I risk but raises Type II risk.