2.7.12 · D5Statistics & Probability — Intermediate
Question bank — Binomial theorem — expansion, general term
The formula under attack throughout — where is a non-negative integer () unless a line says otherwise:
Recall (see Combinations nCr): is the number of ways to choose brackets to donate — keep that picture in mind; most traps below are dissolved by returning to it.
True or false — justify
The coefficient of a term always equals
False — that holds only when and carry no numeric or power factors (like ). In general the coefficient of the term equals the binomial coefficient times the numeric parts of and .
and have the same expansion
True as a whole, but term-by-term they run in reverse order: swapping and maps , and keeps the collection identical.
has all positive coefficients
False — writing gives per term, so the coefficients of the terms alternate: as increases.
always has exactly terms after collecting
True for non-negative integer ; each value gives one distinct power pairing, and none collapse together.
The powers of both and increase across the expansion
False — the exponents must sum to , so as 's power rises, 's power must fall. Only one can grow.
, so the row of binomial coefficients is symmetric
True — choosing which brackets give is the same as choosing which give ; the binomial-coefficient list reads the same forwards and backwards.
In the middle binomial coefficient is
True as stated — the binomial coefficient is . But the term's actual coefficient is , because contributes . The trap is confusing the two words.
evaluated at gives the sum of all term coefficients
True — substituting collapses every power to , leaving , which is precisely the coefficient sum.
The term is the -th term of the expansion
False — it is the -th term . The counter starts at , so it always sits one behind the term's position number.
Spot the error
Student writes the general term of as
Error: they dropped the minus sign. The whole signed quantity is , so it must be , which alternates the term's sign with .
Student expands as
Error: they used only the binomial coefficients and forgot . Including the numeric factor gives .
Student says for the "-th term" and reads off directly
Error: this line is a single term , not the sum, and its position is . Reading position as shifts every answer by one.
Student solves for the term in by setting
Error: they forgot the from . The true exponent is ; setting that to gives .
Student claims
Error: the denominator is missing . Correctly ; see Factorials.
Student writes the middle term of as only
Error: is odd, so there are two middle terms, and (from and ). A single middle term exists only when is even.
Student says the coefficient of in is
Error: contributes , so the term's coefficient is , not . The binomial coefficient is ; the coefficient is .
Why questions
Why does the counting number appear at all, rather than some other formula
Because each raw product arises once for every choice of which brackets supply (see the box figure above); the number of such choices is , so identical products add up to that count. See Permutations vs Combinations for why order is ignored.
Why is the binomial coefficient a combination and not a permutation
Because the chosen brackets are indistinguishable once multiplied — the product doesn't care which order we picked them, so we count sets, not sequences.
Why do we combine the exponents into a single power of before solving a "term containing " problem
Because only one clean quantity — the total exponent of — can be set equal to a target . Worked minimally: in a term is ; now one equation solves it. Left split as there is nothing single to set equal to .
Why does the constant (independent-of-) term come from setting the exponent to
Because ; a term with zero net power of carries no at all — e.g. is constant when , i.e. — which is exactly what "independent of " means.
Why must we keep negative signs inside the power rather than factoring them out once
Because the sign flips with each increment of : is for even and for odd (e.g. , ), so pulling one sign out front would be wrong for half the terms.
Why do the binomial coefficients match a row of Pascal's Triangle
Because Pascal's rule mirrors expanding — each term inherits from one bracket picking or .
Why is the sum of all binomial coefficients equal to
Because each of the brackets independently chooses or — two options each, total selections — and every selection lands in exactly one coefficient. Set to see it.
Why does the same shape appear in probability
Because a run of independent trials chooses "success" in some trials exactly ways, matching the bracket-picking count; see Binomial Probability Distribution.
Edge cases
What is and does the formula survive it
It equals : the sum has a single term , . The " term" rule holds, and keeps well-defined.
What happens to the expansion when
Every term with carries and vanishes, leaving only : . The theorem correctly reduces to .
What happens to the expansion when (the mirror case)
By the same reasoning, every term with carries and vanishes, leaving only : . So , exactly the mirror of the case.
Does make sense when or
Yes — both equal , since there is exactly one way to choose no brackets or all brackets for . These are the two end coefficients of the row.
Is the general term valid for (the last term)
Yes — , the final term. The formula covers both endpoints, not just the interior.
What if we try or negative in
It's meaningless for finite expansion. We define whenever integer or , because there are literally zero ways to choose more brackets than exist (or a negative number of them). So no such term arises; the counter is strictly .
Does with the same-sign check work for
Yes — setting gives for , showing the alternating coefficients cancel exactly. A neat sanity test.
When is odd, how many "middle" terms are there and why
Two — because is even, so no single term sits at the centre; the pair and straddle the middle.
Can the exponent equation give a non-integer , and what does that mean
Yes, and it means no such term exists — must be a whole number in , so a fractional solution says the requested power of never appears.
Recall One-line self-test before you leave
Name the three places the counter can trip you up. Answer ::: (1) term position is not ; (2) must be an integer in ; (3) exponent of is , which shrinks as grows.
Connections
- Binomial theorem — expansion, general term — the parent this bank stress-tests.
- Combinations nCr — the counting engine behind every "why " trap.
- Permutations vs Combinations — resolves the order-doesn't-matter confusions.
- Factorials — the computation traps.
- Pascal's Triangle — the symmetry and Pascal-rule "why" questions.
- Binomial Probability Distribution — same coefficient shape in a random experiment.