IB Maths AI HL Ahl 4 18 Hl Advanced Hypothesis Testing Questions

Practise choosing hypothesis tests for means, proportions or correlation, using normal, t, binomial or Poisson methods and interpreting errors and decisions.

Syllabus
First assessment 2021
Course
Mathematics: applications and interpretation HL
Level
HL

Exam points

  • Set null and alternative hypotheses, choose critical values/regions or p-values and identify the relevant distribution.
  • Test means, proportions or correlation using normal, t, binomial or Poisson methods, including paired and unpaired samples.
  • Interpret rejection/non-rejection, Type I/II errors and their probabilities in the stated context.

IB Maths AI HL Ahl 4 18 Hl Advanced Hypothesis Testing Questions question 1

[Maximum number: 4]

A firm wishes to review its recruitment processes. This question considers the validity and reliability of the methods used.
Every year an accountancy firm recruits new employees for a trial period of one year from a large group of applicants.
At the start, all applicants are interviewed and given a rating. Those with a rating of either Excellent, Very good or Good are recruited for the trial period. At the end of this period, some of the new employees will stay with the firm.
It is decided to test how valid the interview rating is as a way of predicting which of the new employees will stay with the firm.
Data is collected and recorded in a contingency table.

Table for Question IB Maths AI HL Ahl 4 18 Hl Advanced Hypothesis Testing Questions question 1 — IB Maths AI HL

For the data in this table, test the null hypothesis, H0:ρ=0\mathrm{H}_{0}: \rho=0, against the alternative hypothesis, H1:ρ>0\mathrm{H}_{1}: \rho>0, at the 5 % significance level. You may assume that all the requirements for carrying out the test have been met.

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