Home / IB Mathematics SL 4.3 Measures of central tendency AI SL Paper 2- Exam Style Questions

IB Mathematics SL 4.3 Measures of central tendency AI SL Paper 2- Exam Style Questions- New Syllabus

Question

An entomologist conducts research on a sample of cane beetles, recording their sex and physical length. The beetles are classified into three distinct categories based on their length, \(x\) mm: “small” (\(10 < x \leq 12\)), “medium” (\(12 < x \leq 16\)), and “large” (\(16 < x \leq 18\)). The resulting frequency distribution is summarized in the table below:
 Length, \(x\) mm
Small (\(10 < x \leq 12\))Medium (\(12 < x \leq 16\))Large (\(16 < x \leq 18\))
SexFemale\(42\)\(25\)\(19\)
Male\(61\)\(27\)\(12\)
(a) Determine the total size of the sample collected by the entomologist.
(b) Using the mid-interval values for each length category, estimate the mean length of a cane beetle in this sample.
(c) Two female beetles are selected at random from the sample with replacement. Calculate the probability that both selected beetles are classified as small.
(d) Perform a \(\chi^2\) test for independence at the \(5\%\) significance level to investigate if there is an association between a beetle’s sex and its length category. State the \(p\)-value, the result of the test, and a conclusion in context.
(e) Let \(\phi\) represent the proportion of males in the total cane beetle population. Test the hypothesis that males constitute more than \(45\%\) of the population at a \(5\%\) significance level. Formulate the null and alternative hypotheses, calculate the \(p\)-value using a binomial distribution, and state your conclusion.

Most-appropriate topic codes:

SL 4.1: Population, sample, and discrete data — part (a) 
SL 4.3: Mean from grouped data using mid-interval values — part (b)
SL 4.5: Probability of independent events with replacement — part (c) 
SL 4.11: \(\chi^2\) test for independence and interpretation of \(p\)-values — part (d) 
AHL 4.18: Hypothesis test for a population proportion using a binomial distribution — part (e) 
▶️ Answer/Explanation
Detailed solution

(a)
Total beetles = sum of all frequencies:
\(42 + 25 + 19 + 61 + 27 + 12 = 186\).
\(\boxed{186}\)

(b)
Use midpoint of each category:
Small: midpoint \(= 11\) mm, frequency \(= 42 + 61 = 103\)
Medium: midpoint \(= 14\) mm, frequency \(= 25 + 27 = 52\)
Large: midpoint \(= 17\) mm, frequency \(= 19 + 12 = 31\)
Estimated mean:
\( \bar{x} = \frac{11 \times 103 + 14 \times 52 + 17 \times 31}{186} \approx \frac{1133 + 728 + 527}{186} = \frac{2388}{186} \approx 12.8 \)
\(\boxed{12.8 \ \text{mm}}\)

(c)
Total female beetles = \(42 + 25 + 19 = 86\).
Probability one female is small = \(\frac{42}{86} = \frac{21}{43}\).
With replacement:
\( P(\text{both small}) = \left(\frac{21}{43}\right)^2 = \frac{441}{1849} \approx 0.239 \).
\(\boxed{0.239}\)

(d)
Hypotheses: \(H_0\): length category and sex are independent; \(H_1\): not independent.
• Use \(\chi^2\) test for independence.
• \(p\)-value ≈ 0.127 (from calculator).
• Since \(p\text{-value} > 0.05\), do not reject \(H_0\).
Conclusion: No significant evidence that length category and sex are dependent.
\(\boxed{p\approx 0.127,\ \text{do not reject } H_0}\)

(e)
• \(H_0: \phi = 0.45\), \(H_1: \phi > 0.45\).
• Use binomial test: \(X \sim \text{B}(186, 0.45)\).
• Observed males = \(61 + 27 + 12 = 100\).
• \(p\text{-value} = P(X \geq 100) \approx 0.0101\).
• Since \(p\text{-value} < 0.05\), reject \(H_0\).
Conclusion: Significant evidence that more than 45% are male.
\(\boxed{p\approx 0.0101,\ \text{reject } H_0}\)

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