Q.2
Agricultural Statistics- ICAR JRF/SRF 2024 (Q.110)
MCQ (Single Correct) +4 −1

Consider the nested classified design with 3 Courses, 2 Instructors nested within each course, and 3 Exam score replicates per instructor:

Now, consider the following statements:

(A) Every level of Instructor is combined with only one level of Course, hence it is a nested classified design.
(B) Since it is a nested classified design, there is no interaction term between Course and Instructor.
(C) For the design given, the error degrees of freedom in its corresponding ANOVA table is 10.
(D) The 'Instructor (within Course) effect' in ANOVA can be further split into three sources viz., 'Instructor (within Course i) effect' (i = 1, 2, 3).

Choose the correct answer from the options given below:

  • Analysis of Hierarchical (Nested) Designs:
  • Statement (A): Nested Classification: Since each instructor teaches exclusively within one specific course and does not teach across all courses, Instructor is strictly nested within Course. (True)
  • Statement (B): Absence of Interaction: In nested models, factors cannot cross; consequently, interaction terms between Course and Instructor do not exist (the variation is captured as Instructor within Course). (True)
  • Statement (C): Error Degrees of Freedom Calculation:
  • Total observations: $N = 3 \text{ courses} \times 2 \text{ instructors} \times 3 \text{ scores} = 18$.
  • Course $df = 3 - 1 = 2$.
  • Instructor (within Course) $df = 3 \times (2 - 1) = 3$.
  • Error $df = 3 \times 2 \times (3 - 1) = 6 \times 2 = 12$.
  • The statement claims error $df = 10$, which is False (it is 12).
  • Statement (D): Decomposition: The pooled 'Instructor within Course' SS ($df = 3$) can be partitioned into 3 orthogonal single-degree-of-freedom components corresponding to each course. (True)
  • Conclusion: Statements (A), (B) and (D) only are correct (Option 2).

Correct option: (2) (A), (B) and (D) only.

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