Linear Combinations
Probability and Statistics · FE Reference Handbook section
Handbook notes for this section
Definitions and conditions exactly as the handbook states them.
- In mathematics, a linear combination is an expression constructed from a set of terms by multiplying each term by a constant
- See the section "Combinations of Random Variables" for how variances and standard deviations of random variables combine.
- Engineering Probability and Statistics
Core formulas for this FE topic
Definitions, applicability, units, assumptions and worked examples for each relation.
Worked exam-style examples
The four ways this section is written on the real exam — thoughts first, then equations, then substitution.
A quality team computes combinations of samples for an inspection lot. Given total items (n) = 7.0000; items chosen (r) = 4.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 35.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 70.0000 — kept a factor of two that cancels in the correct rearrangement.
- 17.5000 — dropped that same factor in the other direction.
- 38.5000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
A student determines the combinations of committee members from a pool. Given total items (n) = 6.0000; items chosen (r) = 3.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 20.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 40.0000 — kept a factor of two that cancels in the correct rearrangement.
- 10.0000 — dropped that same factor in the other direction.
- 22.0000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
The number of combinations of defective units in a batch is evaluated. Given total items (n) = 7.0000; items chosen (r) = 2.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 21.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 42.0000 — kept a factor of two that cancels in the correct rearrangement.
- 10.5000 — dropped that same factor in the other direction.
- 23.1000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
A quality team computes combinations of samples for an inspection lot. Given total items (n) = 12.0000; items chosen (r) = 2.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 66.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 132.0 — kept a factor of two that cancels in the correct rearrangement.
- 33.0000 — dropped that same factor in the other direction.
- 72.6000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
A student determines the combinations of committee members from a pool. Given total items (n) = 11.0000; items chosen (r) = 3.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 165.0 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 330.0 — kept a factor of two that cancels in the correct rearrangement.
- 82.5000 — dropped that same factor in the other direction.
- 181.5 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
The number of combinations of defective units in a batch is evaluated. Given total items (n) = 6.0000; items chosen (r) = 2.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 15.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 30.0000 — kept a factor of two that cancels in the correct rearrangement.
- 7.5000 — dropped that same factor in the other direction.
- 16.5000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
A quality team computes combinations of samples for an inspection lot. Given total items (n) = 9.0000; items chosen (r) = 2.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 36.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 72.0000 — kept a factor of two that cancels in the correct rearrangement.
- 18.0000 — dropped that same factor in the other direction.
- 39.6000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
A student determines the combinations of committee members from a pool. Given total items (n) = 7.0000; items chosen (r) = 5.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 21.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 42.0000 — kept a factor of two that cancels in the correct rearrangement.
- 10.5000 — dropped that same factor in the other direction.
- 23.1000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
The number of combinations of defective units in a batch is evaluated. Given total items (n) = 11.0000; items chosen (r) = 3.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 165.0 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 330.0 — kept a factor of two that cancels in the correct rearrangement.
- 82.5000 — dropped that same factor in the other direction.
- 181.5 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations
A quality team computes combinations of samples for an inspection lot. Given total items (n) = 11.0000; items chosen (r) = 1.0000, determine the number of combinations (C).
Given
Find
number of combinations (C)
Start with the thinking
- The governing relation printed in this handbook section is Combinations.
- Everything except C is given, so isolate C symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Combinations count the unordered subsets of r items chosen from n distinct items.
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for C:
Step 3
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning C = 11.0000 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 22.0000 — kept a factor of two that cancels in the correct rearrangement.
- 5.5000 — dropped that same factor in the other direction.
- 12.1000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Permutations and Combinations