Cameroon GCE A-Level Pure Mathematics with Statistics flashcards
Cameroon GCE A-Level Pure Mathematics with Statistics · Build recall with a focused review session.
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- Remainder Theorem
- When a polynomial f(x) is divided by (x − a), the remainder equals f(a). For divisor (ax − b) the remainder is f(b/a).
- Factor Theorem
- (x − a) is a factor of f(x) exactly when f(a) = 0. Used to find unknown coefficients and to factorise cubics fully.
- Inverse Function Condition
- A function has an inverse only if it is one-to-one. Restrict the domain first, then reflect the graph in the line y = x to obtain the inverse graph.
- Repeated Linear Partial Fraction
- A denominator factor (x − a)² requires two partial fractions: A/(x − a) plus B/(x − a)². Solve for A and B by substituting convenient values.
- Sum of an Arithmetic Progression
- Sₙ = (n/2)[2a + (n − 1)d], equivalently (n/2)(first term + last term). The nth term is a + (n − 1)d.
- Sum to Infinity of a GP
- Provided |r| < 1, the sum to infinity of a geometric progression is a/(1 − r). If |r| ≥ 1 the series diverges and no finite sum exists.
- Binomial Expansion General Term
- For positive integer n, the term containing bʳ in (a + b)ⁿ is C(n,r)aⁿ⁻ʳbʳ. Setting this equal to a target power finds unknown coefficients.
- Method of Differences
- Split the general term into partial fractions so that consecutive terms cancel, leaving only the first and last surviving terms of the sum.
- Perpendicular Gradient Rule
- Two straight lines are perpendicular exactly when the product of their gradients equals −1, that is m₁m₂ = −1. Parallel lines have equal gradients.
- Circle Equation Complete Square
- x² + y² + 2gx + 2fy + c = 0 represents a circle with centre (−g, −f) and radius √(g² + f² − c), found by completing the square.
- Tangent Radius Property
- A tangent to a circle is perpendicular to the radius drawn to the point of contact. This gives the tangent gradient from the radius gradient.
- Line Curve Discriminant Test
- Substituting a line into a curve gives a quadratic. Its discriminant b² − 4ac is positive for two intersections, zero for a tangent, negative for none.
- Double Angle Formulas
- sin2A = 2sinA cosA and cos2A = cos²A − sin²A = 2cos²A − 1 = 1 − 2sin²A. These convert products to sums in integration.
- R-Form Transformation
- a sinθ + b cosθ equals R sin(θ + α) where R = √(a² + b²) and tanα = b/a. The maximum value of the expression is R.
- Cosine Rule
- In any triangle, a² = b² + c² − 2bc cosA. Rearranged, cosA = (b² + c² − a²)/(2bc), used when three sides or two sides and the included angle are known.
- Chain Rule
- dy/dx = dy/du × du/dx. For parametric curves, dy/dx = (dy/dt) divided by (dx/dt), evaluated at the required parameter value.
- Quotient Rule
- For y = u/v, dy/dx = (u′v − uv′)/v². The numerator order matters: the derivative of the numerator comes first.
- Second Derivative Test
- At a stationary point where dy/dx = 0, a negative second derivative indicates a maximum and a positive second derivative a minimum.
- Volume of Revolution
- Rotating y = f(x) about the x-axis through 360° gives volume π∫y² dx between the stated limits. About the y-axis use π∫x² dy.
- Scalar Product
- a·b = |a||b|cosθ = x₁x₂ + y₁y₂ + z₁z₂. The dot product is zero exactly when the two vectors are perpendicular.
- Inverse of a 2×2 Matrix
- For M = [[a, b], [c, d]], the inverse is (1/(ad − bc))[[d, −b], [−c, a]]. It exists only when the determinant ad − bc is nonzero.
- Singular Matrix Meaning
- A matrix with zero determinant is singular and has no inverse. In a linear system Ax = b it signals no unique solution exists.
- De Moivre's Theorem
- For z = r(cosθ + i sinθ), zⁿ = rⁿ(cos nθ + i sin nθ). It is the standard tool for powers and roots of complex numbers.
- Modulus and Argument
- For z = a + bi, the modulus is √(a² + b²) and the argument is arctan(b/a), adjusted by quadrant. Argument is measured anticlockwise from the positive real axis.
- nth Roots of Unity
- Solutions of zⁿ = 1 lie on the unit circle at arguments 2πk/n for k = 0 to n − 1. They form a regular polygon and sum to zero.
- Circle Locus in Argand Plane
- The locus |z − a| = r is a circle with centre a and radius r. The locus |z − a| = |z − b| is the perpendicular bisector of ab.
- Binomial Distribution Conditions
- X ~ B(n, p) requires a fixed number n of independent trials, two outcomes per trial, and constant probability p. Mean np, variance np(1 − p).
- Poisson Distribution Formula
- X ~ Po(λ) has P(X = r) = e^{−λ}λʳ/r!. Mean and variance both equal λ. It models rare random events in time or space.
- Bayes' Theorem
- P(A|B) = P(B|A)P(A)/P(B). The denominator is often expanded as total probability over a partition of the sample space.
- Standardising a Normal Variable
- If X ~ N(μ, σ²), then z = (x − μ)/σ follows N(0, 1). Tables of the standard normal then give required probabilities.
- Coding in Statistics
- With coding y = (x − a)/b, the mean recovers as x̄ = a + bȳ and standard deviation as sₓ = |b|s_y. Adding a does not change spread.
- Frequency Density
- For histograms with unequal class widths, frequency density equals frequency divided by class width. The area of each bar equals the class frequency.
- Confidence Interval for a Mean
- A 95% interval for μ is x̄ ± 1.96(σ/√n) when σ is known. For 99% replace 1.96 with 2.576. Increasing n narrows the interval.
- Type I and Type II Errors
- Type I error rejects a true null hypothesis, with probability equal to the significance level α. Type II error fails to reject a false null hypothesis.