DSE M1 Formula Sheet: Calculus and Statistics

This page lists the formulas used in DSE M1, grouped by area. In the examination a standard normal distribution table is provided; plan to know the other formulas by heart. The table gives A(z) = P(0 ≤ Z ≤ z).

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The standard normal curve. The shaded area is the table value A(z) = P(0 ≤ Z ≤ z), which grows towards 0.5 as z increases; at z = 1.96 it is 0.4750. Try it yourself →

Calculus Formulas (DSE M1)

Binomial expansion(a + b)ⁿ = Σ C(n, r) aⁿ⁻ʳ bʳ
Exponential serieseˣ = 1 + x + x²/2! + x³/3! + …
Derivatives(xⁿ)′ = nxⁿ⁻¹, (eˣ)′ = eˣ, (ln x)′ = 1/x, (aˣ)′ = aˣ ln a
Product / quotient(uv)′ = u′v + uv′, (u/v)′ = (u′v − uv′)/v²
Chain ruledy/dx = (dy/du)(du/dx)
Integrals∫ xⁿ dx = xⁿ⁺¹/(n + 1) + C, ∫ (1/x) dx = ln|x| + C, ∫ ekx dx = ekx/k + C
Definite integral∫ab f(x) dx = F(b) − F(a)
Trapezoidal rule(h/2)[y₀ + 2(y₁ + … + yn−1) + yn], h = (b − a)/n

Probability and Discrete Distributions

  • Conditional probability: P(A | B) = P(A ∩ B) / P(B)
  • Bayes' theorem: P(B | D) = P(D | B)P(B) / [P(D | A)P(A) + P(D | B)P(B)]
  • Expectation: E(X) = Σ x P(X = x)
  • Variance: Var(X) = E(X²) − [E(X)]²
  • Linear change: E(aX + b) = aE(X) + b, Var(aX + b) = a²Var(X)
  • Binomial B(n, p): P(X = k) = C(n, k) pᵏ(1 − p)ⁿ⁻ᵏ, mean np, variance np(1 − p)
  • Poisson Po(λ): P(X = k) = e−λλᵏ / k!, mean λ, variance λ

Normal Distribution, Sampling and Confidence Intervals

  • Standardisation: Z = (X − μ)/σ, where X ~ N(μ, σ²)
  • Table: A(z) = P(0 ≤ Z ≤ z); P(Z > z) = 0.5 − A(z) for z > 0
  • Sample mean: X̄ ~ N(μ, σ²/n)
  • 95% confidence interval for μ: x̄ ± 1.96 σ/√n
  • 99% confidence interval for μ: x̄ ± 2.575 σ/√n

The values 1.96 and 2.575 come from the table: A(1.96) = 0.4750 and A(2.575) = 0.4950.

Worked Examples — M1 Formula Sheet

Example 1: Why 1.96 gives a 95% interval

Using A(1.96) = 0.4750, find P(−1.96 < Z < 1.96).

  1. The curve is symmetric about 0
  2. P(−1.96 < Z < 1.96) = 2A(1.96)
  3. = 2 × 0.4750 = 0.95

Answer: 0.95

Frequently Asked Questions

Related Topics

M1 SyllabusStandardisation and the Standard Normal TableConfidence Interval for a Population MeanDSE M1: all topicsM1 vs M2DSE M2 notesHKDSE Math: all topics
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