A binary block design has treatments, blocks of size , every treatment in blocks, and every distinct pair in blocks. Counting occurrences and pairs gives and . Its incidence matrix of a set system satisfies . For statistical comparison of all treatment effects one also needs connectedness; guarantees it, whereas singleton blocks with do not.
Let be the incidence matrix of a set system. The balanced incomplete block design overlap counts give . On the zero-sum subspace its eigenvalue is ; on the constant vector its eigenvalue is . Therefore has matrix rank . Since a product cannot have larger rank than either factor,
This proves Fisher's inequality for block designs directly. The incomplete, nontrivial hypotheses ensure the positive eigenvalue needed for this argument.
A balanced incomplete block design has treatments and blocks, each containing distinct treatments with . Every treatment occurs in blocks and every distinct treatment pair occurs together in blocks. A symmetric balanced incomplete block design has , which implies by the first counting identity below.
For the separate even-order condition, let be the square treatment-by-block incidence matrix of a set system of a symmetric design. Its diagonal overlap counts are and its off-diagonal counts are , giving
The counting identities proved in the next slots show that and . Consequently the eigenvalues of are on the constant vector and on its -dimensional orthogonal complement. Taking determinants gives
If is even, the exponent is odd. The exponent of every prime in and in is even; therefore its exponent in the positive integer must be even. This proves the even-order symmetric design square obstruction:
It is a necessary condition, not a sufficiency claim.
Write the binary incidence matrix of a set system as to avoid confusing it with a sample size. Then
counts the number of blocks containing treatment , and for , counts blocks containing both treatments. The displayed structure therefore makes every treatment replication equal to and every pair concurrence equal to .
Assume the usual nonempty block design, with and . If , any block containing one treatment contains every other treatment: otherwise that treatment's replication would exceed its concurrence with the omitted one. Every block is consequently complete, so and . With random allocation within blocks this is a randomized complete block design. If , the design is a balanced incomplete block design. Counting partners of a fixed treatment in its blocks gives
For , gives , hence . Moreover has eigenvalue on the -dimensional zero-sum subspace and eigenvalue on the constant direction. Thus , while . This proves , the Fisher's inequality for block designs. The case allows singleton blocks; their lack of connectedness prevents general treatment comparison after block adjustment, but does not invalidate the rank inequality.
First ignore the day information and use a one-way normal linear model with five group means and independent errors of common variance. There are observations. The analysis of variance has treatment, residual and corrected-total statistical degrees of freedom , respectively. The mean squares in ANOVA give
Under equal treatment means this has the F-distribution with degrees. It exceeds the given upper critical value , so the unblocked analysis rejects equality at .
The actual day allocation omits a different treatment on each of the five days. Hence it is a balanced incomplete block design with
Every pair occurs on exactly the three days omitting neither member. In the additive two-way analysis of variance, use an intercept, four independent treatment contrasts and four day contrasts. The design is connected, so the model rank is and its residual has statistical degrees of freedom. Day effects and treatment effects are not orthogonal, because a different treatment is absent each day; the unadjusted treatment sum of squares cannot be used for the adjusted test.
Enter days first and then treatments. The supplied sequential sums of squares give
The day, treatment-after-day, residual and corrected-total statistical degrees of freedom are . Under the additive normal linear model and the null of equal treatment effects, the adjusted numerator and residual squared lengths are independent chi-squared quantities, so the ratio has the F-distribution with degrees. It is below even the given critical value . After accounting for days there is no significant treatment difference at either or . This inference assumes independent homoscedastic normal errors and an additive day effect; with one observation per observed treatment–day cell, unrestricted interactions cannot also be fitted.
We construct a family by seven-triangle Dirichlet transplantation. Start with a scalene triangle sufficiently close to an equilateral triangle. Its three side lengths are the three independent parameters; restrict to an open set where its angles are distinct and lie between and . Label the sides opposite the corresponding vertices .
For each of two planar domains, begin with tile and attach the remaining congruent copies by Euclidean reflection across the indicated sides. The attachment tables are
For example, in the first row means to reflect tile across its side to obtain tile . Both attachment graphs are trees: there is a central tile with three arms, each consisting of two tiles. Every side not used in the table is an exterior boundary side.
At the equilateral triangle, these seven reflected tile interiors are disjoint; at each central vertex four sectors of angle meet, leaving an exterior gap . Other boundary vertices have angles or , and distinct nonincident pieces are separated. The positive angular gaps and separations persist under sufficiently small perturbations of the three side lengths. Thus this construction really gives connected polygonal planar domains on an open three-dimensional parameter set. Their only reentrant vertices are the central vertices , with interior angles ; all other boundary angles are one or two triangle angles and are less than .
Because these three reentrant angles are distinct, an isometry of the two planar domains would send each labelled central vertex to its counterpart. A planar isometry is the restriction of a Euclidean rigid motion: its differential preserves the Euclidean connection, hence is constant on the connected domain. After aligning the central triangles, such a motion fixes three noncollinear points and is the identity. But the domains are not identical. On the arm attached to side , the point construction attaches the last tile across side , whereas the line construction attaches it across side . The former side is therefore interior in one domain and exterior in the other. This proves the two domains are nonisometric throughout this three-parameter family.
Figure 1.
Two noncongruent seven-triangle domains with identical Dirichlet spectra; matching colours label matching sides
. Details.
We now prove equality of the Dirichlet Laplacian spectra, including multiplicities. Index by the nonzero binary vectors , with integer label . The transformations
are involutions over . Their point permutations are precisely the transpositions in the left attachment table, with the remaining points fixed. On covectors the inverse-transpose transformations give permutations with exactly the right table. Let be the point-line incidence matrix of a set system of the Fano plane:
The incidence relation is invariant under transforming and its covector contragrediently, so for all three sides. Each point lies on three lines, and two distinct points lie on exactly one common line. Consequently
where is the all-ones matrix. Its eigenvalues are once and six times, so is invertible.
The Dirichlet boundary condition requires a sign change at an unglued side. Give each tile the sign and put
The signs alternate across each glued side in both domains. The signed side matrices are therefore
They have entry across a glued pair and entry on a fixed exterior tile. The invertible seven-triangle Dirichlet transplantation matrix satisfies
This is an actual Dirichlet boundary condition intertwiner, not merely the unsigned incidence relation.
To justify the spectral conclusion even at the reentrant corners, use the closed Dirichlet energy form. Pull a function on either domain back to its seven reference triangles and write its components as a vector . The form domain consists of components whose side traces agree on glued pairs and vanish on exterior sides; equivalently on each side for the point domain, and for the line domain. These trace conditions exactly characterize of the glued polygon. Both its norm and its Dirichlet energy are the sums of their seven reference-tile integrals.
Since the signed side matrices are symmetric, the intertwining identities also give . Thus commutes with every , and the polar factor
is an orthogonal matrix with . Multiplication of the component vector by this constant matrix preserves the inner product and the integrated squared gradients, and maps the two form domains bijectively. The self-adjoint operators associated with these forms are consequently unitarily equivalent, so their eigenvalues and multiplicities agree. The eigenfunctions are smooth in the interiors; no unwarranted smoothness at polygonal corners is required. We have proved
A balanced incomplete block design is symmetric when its number of blocks equals its number of treatments. The identity then gives . Its square incidence matrix of a set system obeys , with eigenvalues of multiplicity and of multiplicity one.