Secondary 5 Mathematics Extended Part

S5 Extended Module (M1/M2): core calculus: M2 (limits, differentiation, indefinite integrals) and M1 (normal distribution, estimation, differentiation and integration) — aligned with the EDB Mathematics Curriculum and Assessment Guide (S4–6), Extended Part.

The order below is the recommended shallow-to-deep path.

Units 單元

Tap a unit name to jump to its topics.

代數與微積分(M2) Algebra and Calculus (M2)3/3 live

  1. 1Limits and Rate of ChangeFoundation
  2. 2Differentiation and Its ApplicationsAdvanced
  3. 3Indefinite IntegralsFoundation
⚡ Unit quiz 快測5 Qs

Answer on your own first, then reveal — wrong answers go to your wrong-answer book.

Q1What does the limit lim x→a f(x) describe?

Q2What is the geometric meaning of the derivative f'(a)?

Q3Why must the answer to an indefinite integral include +C?

Q4Evaluate lim x→2 (x²−4)/(x−2).

Q5Let y = x⁶ − 4x³. Find dy/dx.

微積分與統計(M1) Calculus and Statistics (M1)3/3 live

  1. 4Normal Distribution and Its ApplicationsFoundation
  2. 5Point and Interval EstimationAdvanced
  3. 6Differentiation and Integration (Module 1)Foundation
⚡ Unit quiz 快測5 Qs

Answer on your own first, then reveal — wrong answers go to your wrong-answer book.

Q1In a normal distribution, what is the relationship among the mean, mode and median?

Q2Of μ and x̄, which is a parameter and which is a statistic?

Q3Which of the following derivatives lies outside the M1 syllabus: (sin x)', (ln x)', (2ˣ)'?

Q4Let X ~ N(60, 5²). Find the Z value corresponding to x = 47.5.

Q5With σ = 12 and n = 36, find the standard deviation of x̄.

Vocabulary book 生字簿

All terms, bilingual (printable).

l
limit極限

The number a function approaches as its variable approaches a given value, written lim x→a f(x).

a
approach趨近

The process of a variable or function value getting arbitrarily close to a number without necessarily reaching it.

d
direct substitution直接代入法

Finding a limit by substituting the value into the function; if the result is a definite number, that number is the limit.

i
indeterminate form不定式

A form such as zero over zero obtained by substitution, where the limit is not yet determined and simplification is needed.

f
factorisation因式分解

Writing a polynomial as a product of factors so that common factors can be cancelled to remove zero over zero.

r
rationalisation有理化

Multiplying numerator or denominator by a conjugate surd to remove the square root, using the difference of squares.

l
limit theorems極限定理

Theorems for limits of sums, differences, products, quotients, scalar multiples and composite functions, usable without proof.

l
limit at infinity趨向無窮的極限

The behaviour of a function as x grows without bound; for rational functions, judged by comparing the highest degrees of numerator and denominator.

s
standard limits標準極限

lim θ→0 (sin θ/θ) = 1 and lim x→0 ((eˣ−1)/x) = 1, the keys to limits of trigonometric and exponential functions.

a
average rate of change平均變化率

The change in function value divided by the change in the variable, [f(b)−f(a)]/(b−a), equal to the slope of the secant line.

d
derivative導數

The instantaneous rate of change of a function, written f'(x) or dy/dx, numerically the slope of the tangent at that point.

d
differentiation求導法

The process of finding a derivative of a function; the official name in Module 2 of the curriculum.

d
derivative from first principles由基本原理求導

Finding a derivative from the definition f'(x) = lim h→0 [f(x+h)−f(x)]/h.

p
product rule積法則

d(uv)/dx = v(du/dx) + u(dv/dx); the derivative of a product is not the product of the derivatives.

q
quotient rule商法則

d(u/v)/dx = [v(du/dx) − u(dv/dx)]/v²; the order of terms in the numerator must not be swapped.

c
chain rule鏈式法則

dy/dx = (dy/du)(du/dx); for composite functions, the outer derivative times the inner derivative.

i
implicit differentiation隱函數求導法

Differentiating both sides of an equation in x and y, attaching dy/dx to y-terms, then solving for dy/dx.

s
second derivative二階導數

The derivative of the derivative, written f''(x) or d²y/dx², used to classify turning points and determine concavity.

l
local extrema局部極值

A local maximum or minimum within a neighbourhood; the curriculum requires handling both global and local extrema.

c
concavity凹性

Whether a curve is concave upward (f'' > 0) or concave downward (f'' < 0), decided by the sign of the second derivative.

i
indefinite integral不定積分

The family of all antiderivatives of f(x), written ∫f(x)dx, with the constant of integration C.

a
antiderivative原函數

A function F(x) whose derivative is f(x), i.e. F'(x) = f(x).

c
constant of integration積分常數

An arbitrary constant C representing the family of antiderivative curves shifted vertically.

i
integrand被積函數

The function f(x) being integrated in ∫f(x)dx.

p
power rule for integration冪的積分公式

∫xⁿdx = xⁿ⁺¹/(n+1) + C (n ≠ −1): raise the power by one, then divide by the new power.

l
linearity of integration積分的線性性質

∫kf(x)dx = k∫f(x)dx and ∫[f(x)±g(x)]dx = ∫f(x)dx ± ∫g(x)dx.

s
substitution method代換積分法

Letting the inner function be u, converting dx into du, integrating the simpler form and substituting back; integration by parts is outside the curriculum.

r
reverse process逆過程

The curriculum's characterisation of indefinite integration: it reverses differentiation, each undoing the other.

i
initial condition初始條件

A given function value (such as a point on the curve) used to pin down the constant of integration C.

n
natural logarithm自然對數

The logarithm to base e, written ln x; ∫(1/x)dx = ln x + C.

c
continuous random variable連續隨機變量

A random variable taking any value in an interval, such as height or lifetime; probabilities are areas under a curve.

n
normal distribution正態分佈

The bell-shaped continuous probability distribution symmetric about its mean, written X ~ N(μ, σ²).

n
normal curve正態曲線

The probability curve of a normal distribution: bell-shaped, symmetric, with total area one underneath.

m
mean μ平均值 μ

The location parameter of the normal distribution; the mean, mode and median are all equal, on the axis of symmetry.

s
standard deviation σ標準差 σ

The spread parameter controlling the flatness of the curve; the larger the σ, the wider and flatter the curve.

s
standardisation標準化

Converting X into Z = (X−μ)/σ, counting how many standard deviations x lies from the mean.

s
standard normal distribution標準正態分佈

The normal distribution with mean 0 and variance 1, Z ~ N(0, 1), read from its own table.

s
standard normal table標準正態分佈表

A table listing P(Z ≤ z); combined with symmetry it yields all interval probabilities.

s
symmetry of the curve曲線的對稱性

The standard normal curve is symmetric about zero: P(Z < 0) = 0.5 and P(Z < −a) = P(Z > a).

6
68–95–99.7 rule68–95–99.7 經驗法則

About 68%, 95% and 99.7% of data lie within 1, 2 and 3 standard deviations of the mean.

p
population parameter總體參數

A fixed constant describing the population, such as the mean μ or variance σ²; usually unknown and estimated from samples.

s
sample statistic樣本統計量

A quantity computed from a sample, such as x̄ or s²; it varies between samples and estimates a parameter.

s
sampling distribution抽樣分佈

The probability distribution of a statistic over all possible samples, e.g. the distribution of x̄.

s
standard error標準誤

The standard deviation of x̄, equal to σ/√n; it measures the precision of estimating μ by x̄.

c
central limit theorem中心極限定理

For n large enough, the distribution of x̄ is approximately normal regardless of the population distribution.

p
point estimation點估計

Estimating a parameter by a single value: x̄ for μ and s² for σ².

u
unbiased estimator無偏估計量

An estimator whose expectation equals the parameter it estimates; E(x̄) = μ, and s² with divisor n−1 has expectation σ².

s
sample variance樣本方差

s² = Σ(xᵢ − x̄)²/(n−1); the divisor n−1 guarantees unbiasedness.

c
confidence interval置信區間

An interval estimate of a parameter centred on a statistic with a stated confidence level, e.g. x̄ ± 1.96σ/√n.

c
confidence level置信水平

The long-run success rate of the interval procedure; 95% corresponds to the critical value 1.96 and 99% to 2.575.

d
derivative notation導數記法

The three equivalent notations y', f'(x) and dy/dx; evaluation at a point is written as dy/dx at x = x₀.

d
derivative from first principles由基本原理求導

Understanding the derivative through lim h→0 [f(x+h)−f(x)]/h; M1 does not require lengthy computations with it.

t
tangent slope切線斜率

f'(x₀) is the slope of the tangent to the curve at x = x₀ — the geometric meaning of the derivative.

c
chain rule鏈式法則

dy/dx = (dy/du)(du/dx); for composite functions, outer derivative times inner derivative.

s
second derivative test二階導數判別法

At a stationary point, f'' > 0 indicates a local minimum and f'' < 0 a local maximum.

c
concavity凹性

The curve is concave upward when f'' > 0 and concave downward when f'' < 0.

g
global and local extrema全局與局部極值

The absolute maximum and minimum over the whole domain, versus relative extrema in a neighbourhood; applied questions must address both.

r
rate of change變率

The derivative as instantaneous rate of change; speed, cost changes and inflation rates in applied questions.

i
indefinite integration不定積分法

The reverse of differentiation, ∫f(x)dx = F(x) + C; M1 requires only the basic formulas and substitution.

s
substitution method代換積分法

Simplify the integrand with u, integrate, then substitute back; integration by parts is outside M1.

More units rolling out in batches — same illustrated format.