14 problems
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Radical-generation conjecture for the three-factor model
Three-factor radical-generation conjecture. The radical of is the prime ideal :
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Circular lexicographic delightfulness conjecture for factor-analysis ideals
Circular lexicographic delightfulness conjecture. The circular lexicographic term order is -delightful for . More specifically, the reduced Gröbner basis for …
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Minimal generator conjecture for the two-factor model
Two-factor minimal-generation conjecture. The ideal is minimally generated by
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Linear-eliminant ideal-membership conjecture for factor-analysis invariants
Linear-eliminant membership conjecture. If , , and , then
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Factor-analysis finiteness conjecture for arbitrarily many factors
Finiteness conjecture for factor-analysis ideals. For arbitrarily many factors, the ideal is generated by polynomials arising from submatrices whose size depends on the number of f…
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Two-factor factor-analysis invariant generation conjecture
Two-factor generation conjecture. For two-factor models, the ideal is generated by the -minors and pentads.
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The tightness conjecture for the learning coefficient in factor analysis
Tightness conjecture. The bound from Theorem bound-alternate is tight for all such , , and ; equivalently,
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The knowns-and-unknowns sufficiency conjecture for multi-channel factor analysis
Knowns-and-unknowns sufficiency conjecture. Condition should be sufficient for identifiability in multi-channel factor analysis.
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Shapiro's global identifiability conjecture for single-channel factor analysis
Shapiro's conjecture. The identifiability threshold that is generically sufficient for local identifiability should also be generically sufficient for global identifiability.
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Thurstone's simple-structure conjecture for resolving rotational invariance
Thurstone's conjecture. Simple structure resolves the rotational invariance of factor analysis.
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Jöreskog's equivalence conjecture for fixed loading constraints
Jöreskog's equivalence conjecture. The first pair of conditions, C1 and C3, is equivalent to the displayed fixed-zero and fixed-nonzero-value condition, C.
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Jöreskog's global rotational uniqueness conjecture for oblique factor models
Jöreskog's conjecture. These three conditions are sufficient for obtaining global rotational uniqueness.
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The conjecture that high dimensionality improves factor analysis
Consider the distribution-free random factor analysis model with observed variables and observations, in the high-dimensional regime . The method exhibits the describe…
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Conjectured degree-of-freedom formula below the eigenvalue phase transition
Let and be the dimensions appearing in the model, let be the corresponding asymptotic aspect ratio, let be the relevant eigenvector, let…