| Exam Board | CAIE |
|---|---|
| Module | FP2 (Further Pure Mathematics 2) |
| Year | 2017 |
| Session | June |
| Marks | 24 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | Linear regression |
| Type | Minimize sum of squared residuals |
| Difficulty | Moderate -0.5 This is a standard linear regression question from Further Maths statistics requiring calculation of regression coefficients and related statistics using given summary data. While it involves multiple steps and careful arithmetic, it follows a completely routine procedure with no conceptual challenges or novel problem-solving required. The calculations are straightforward applications of standard formulas (Sxx, Syy, Sxy, regression line equation). This is easier than average A-level difficulty because it's purely procedural with all necessary summary statistics provided. |
| Spec | 6.02i Conservation of energy: mechanical energy principle6.04d Integration: for centre of mass of laminas/solids6.05a Angular velocity: definitions |
| Member | A | B | C | D | E | F | G | H |
| \(x\) | 24.2 | 23.8 | 22.8 | 25.1 | 24.5 | 24.0 | 23.8 | 22.8 |
| \(y\) | 23.9 | 23.6 | 22.8 | 24.5 | 24.2 | 23.5 | 23.6 | 22.7 |
| Answer | Marks |
|---|---|
| 11(a)(i) | I = ⅓ 8m (3a/2)2 + 8m (a/2)2 |
| Answer | Marks | Guidance |
|---|---|---|
| or 8m (3a)2 /12 + 8m (a/2)2 [= 8 ma2] | M1 A1 | Find or state MI of rod AB about axis l |
| Answer | Marks | Guidance |
|---|---|---|
| shell | M1 | Find MI of shell about axis l |
| Answer | Marks | Guidance |
|---|---|---|
| sphere | M1 A1 | Find MI of sphere about axis l |
| I = (8 + 14/3 + 33/5) ma2 = (289/15) ma2 AG | A1 | Verify MI of object about axis l |
| Total: | 6 |
| Answer | Marks | Guidance |
|---|---|---|
| 11(a)(ii) | ½ I ω2 = (5mg/2) 2a (1 – cos α ) – 8mg (a/2) (1 – cos α ) | |
| or ((21/2)mg × 2a/21) (1 – cos α) | M1 A1 | Find ω2 or angular speed ω when CA vertical by |
| Answer | Marks |
|---|---|
| = mga (1 – cos α ) = 5mga/6 | A1 |
| Answer | Marks |
|---|---|
| or ω = (5/17) √(g/a) or 0⋅294 √(g/a) | A1 |
| Answer | Marks | Guidance |
|---|---|---|
| = √(100ag/289) or (10/17)√(ag) | M1 | Find maximum speed v of O from rω |
| Answer | Marks | Guidance |
|---|---|---|
| or 0⋅588√(ag) or 1⋅86√a (AEF) | A1 | (A1 requires some simplification) |
| Total: | 6 |
| Answer | Marks |
|---|---|
| 11(b)(i) | e.g. |
| Answer | Marks | Guidance |
|---|---|---|
| xy xx | M1 A1 | Find reqd. values |
| Answer | Marks | Guidance |
|---|---|---|
| (y – 23⋅6) = 0⋅782 (x – 23⋅875), y = 0⋅782x + 4⋅93 | M1 A1 | Find gradient b in y –y = b (x –x) |
| Answer | Marks | Guidance |
|---|---|---|
| Total: | 4 | |
| Question | Answer | Marks |
| Answer | Marks | Guidance |
|---|---|---|
| 11(b)(ii) | H : µ – µ = 0⋅2, H : µ – µ > 0⋅2 (AEF) | |
| 0 x y 1 x y | B1 | State both hypotheses (B0 forx … ) |
| Answer | Marks | Guidance |
|---|---|---|
| i | M1 | Consider differences d, e.g. x – y |
| Answer | Marks | Guidance |
|---|---|---|
| d = 2⋅2 / 8 = 0⋅275 | B1 | Find sample mean |
| s2 = (0⋅88 – 2⋅22/8) / 7 | M1 | Estimate population variance |
| Answer | Marks | Guidance |
|---|---|---|
| 7, 0.9 | B1 | State or use correct tabular t-value |
| t = (d – 0⋅2) / (s/√8) = 1⋅07 | M1 A1 | Find value of t |
| Answer | Marks | Guidance |
|---|---|---|
| 0 | B1 FT | Consistent conclusion (FT on both t-values) |
| Answer | Marks |
|---|---|
| Total: | 8 |
Question 11:
--- 11(a)(i) ---
11(a)(i) | I = ⅓ 8m (3a/2)2 + 8m (a/2)2
AB
or 8m (3a)2 /12 + 8m (a/2)2 [= 8 ma2] | M1 A1 | Find or state MI of rod AB about axis l
I = ⅔ ma2 + m (2a)2 [= (14/3) ma2]
shell | M1 | Find MI of shell about axis l
I = (2/5) (3m/2)a2 + (3m/2) (2a)2 [= (33/5) ma2]
sphere | M1 A1 | Find MI of sphere about axis l
I = (8 + 14/3 + 33/5) ma2 = (289/15) ma2 AG | A1 | Verify MI of object about axis l
Total: | 6
--- 11(a)(ii) ---
11(a)(ii) | ½ I ω2 = (5mg/2) 2a (1 – cos α ) – 8mg (a/2) (1 – cos α )
or ((21/2)mg × 2a/21) (1 – cos α) | M1 A1 | Find ω2 or angular speed ω when CA vertical by
energy
= mga (1 – cos α ) = 5mga/6 | A1
ω2 = 25g/289a or 0⋅0865 g/a
or ω = (5/17) √(g/a) or 0⋅294 √(g/a) | A1
v = 2aω = 2a √(25g/289a)
max
= √(100ag/289) or (10/17)√(ag) | M1 | Find maximum speed v of O from rω
max
or 0⋅588√(ag) or 1⋅86√a (AEF) | A1 | (A1 requires some simplification)
Total: | 6
--- 11(b)(i) ---
11(b)(i) | e.g.
S = 4510⋅99 – 191 × 188⋅8/8 = 3⋅39 or 0⋅424
xy
S = 4564⋅46 – 1912/8 = 4⋅335 or 0⋅542
xx
b = S / S = 3⋅39/4⋅335 = 0⋅782
xy xx | M1 A1 | Find reqd. values
(y – 188⋅8/8) = b (x – 191/8)
(y – 23⋅6) = 0⋅782 (x – 23⋅875), y = 0⋅782x + 4⋅93 | M1 A1 | Find gradient b in y –y = b (x –x)
and hence eqn. of regression line (may be implied
by writing y = a + bx and finding a, b)
Total: | 4
Question | Answer | Marks | Guidance
--- 11(b)(ii) ---
11(b)(ii) | H : µ – µ = 0⋅2, H : µ – µ > 0⋅2 (AEF)
0 x y 1 x y | B1 | State both hypotheses (B0 forx … )
d: 0⋅3 0⋅2 0 0⋅6 0⋅3 0⋅5 0⋅2 0⋅1
i | M1 | Consider differences d, e.g. x – y
i i i
d = 2⋅2 / 8 = 0⋅275 | B1 | Find sample mean
s2 = (0⋅88 – 2⋅22/8) / 7 | M1 | Estimate population variance
(allow biased here: [11/320 or 0⋅0344 or 0⋅1852 ])
[ = 11/280 or 0⋅0393 or 0⋅1982]
t = 1⋅41[5]
7, 0.9 | B1 | State or use correct tabular t-value
t = (d – 0⋅2) / (s/√8) = 1⋅07 | M1 A1 | Find value of t
(or compare d – 0⋅2 = 0⋅075 with t s/√8 = 0⋅099)
7, 0.9
[Accept H :] No evidence for coach’s belief (AEF)
0 | B1 FT | Consistent conclusion (FT on both t-values)
SR Wrong (hypothesis) test can earn only
B1 for hypotheses
B1FT for conclusion (max 2/8)
Total: | 8
Answer only one of the following two alternatives.
\textbf{EITHER}
\includegraphics{figure_11a}
The diagram shows a uniform thin rod $AB$ of length $3a$ and mass $8m$. The end $A$ is rigidly attached to the surface of a sphere with centre $O$ and radius $a$. The rod is perpendicular to the surface of the sphere. The sphere consists of two parts: an inner uniform solid sphere of mass $m$ and radius $a$ surrounded by a thin uniform spherical shell of mass $m$ and also of radius $a$. The horizontal axis $l$ is perpendicular to the rod and passes through the point $C$ on the rod where $AC = a$.
\begin{enumerate}[label=(\roman*)]
\item Show that the moment of inertia of the object, consisting of rod, shell and inner sphere, about the axis $l$ is $\frac{289}{15}ma^2$. [6]
\end{enumerate}
The object is free to rotate about the axis $l$. The object is held so that $CA$ makes an angle $\alpha$ with the downward vertical and is released from rest.
\begin{enumerate}[label=(\roman*)]
\setcounter{enumi}{1}
\item Given that $\cos \alpha = \frac{1}{6}$, find the greatest speed achieved by the centre of the sphere in the subsequent motion. [6]
\end{enumerate}
\textbf{OR}
The times taken to run $200$ metres at the beginning of the year and at the end of the year are recorded for each member of a large athletics club. The time taken, in seconds, at the beginning of the year is denoted by $x$ and the time taken, in seconds, at the end of the year is denoted by $y$. For a random sample of $8$ members, the results are shown in the following table.
\begin{tabular}{|c|c|c|c|c|c|c|c|c|}
\hline
Member & A & B & C & D & E & F & G & H \\
\hline
$x$ & 24.2 & 23.8 & 22.8 & 25.1 & 24.5 & 24.0 & 23.8 & 22.8 \\
\hline
$y$ & 23.9 & 23.6 & 22.8 & 24.5 & 24.2 & 23.5 & 23.6 & 22.7 \\
\hline
\end{tabular}
$[\Sigma x = 191, \quad \Sigma x^2 = 4564.46, \quad \Sigma y = 188.8, \quad \Sigma y^2 = 4458.4, \quad \Sigma xy = 4510.99.]$
\begin{enumerate}[label=(\roman*)]
\item Find, showing all necessary working, the equation of the regression line of $y$ on $x$. [4]
\end{enumerate}
The athletics coach believes that, on average, the time taken by an athlete to run $200$ metres decreases between the beginning and the end of the year by more than $0.2$ seconds.
\begin{enumerate}[label=(\roman*)]
\setcounter{enumi}{1}
\item Stating suitable hypotheses and assuming a normal distribution, test the coach's belief at the $10\%$ significance level. [8]
\end{enumerate}
\hfill \mbox{\textit{CAIE FP2 2017 Q11 [24]}}